{ "cells": [ { "cell_type": "markdown", "id": "d3309945", "metadata": { "colab_type": "text", "id": "view-in-github" }, "source": [ "\"Open \n", "\"Open " ] }, { "cell_type": "markdown", "id": "fed47b4b", "metadata": {}, "source": [ "## QSMxT Example\n", "\n", "Author: Ashley Stewart\n", "\n", "Original paper: https://onlinelibrary.wiley.com/doi/10.1002/mrm.29048" ] }, { "cell_type": "markdown", "id": "ckuhhu-sU5V9", "metadata": { "id": "ckuhhu-sU5V9" }, "source": [ "## Setup Neurodesk" ] }, { "cell_type": "code", "execution_count": 1, "id": "Ahb472oJU1YX", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "Ahb472oJU1YX", "outputId": "7d7a95f1-9b05-4614-97bc-e6d954bcee66" }, "outputs": [], "source": [ "%%capture\n", "import os\n", "import sys\n", "IN_COLAB = 'google.colab' in sys.modules\n", "\n", "if IN_COLAB:\n", " os.environ[\"LD_PRELOAD\"] = \"\";\n", " os.environ[\"APPTAINER_BINDPATH\"] = \"/content,/tmp,/cvmfs\"\n", " os.environ[\"MPLCONFIGDIR\"] = \"/content/matplotlib-mpldir\"\n", " os.environ[\"LMOD_CMD\"] = \"/usr/share/lmod/lmod/libexec/lmod\"\n", "\n", " !curl -J -O https://raw.githubusercontent.com/NeuroDesk/neurocommand/main/googlecolab_setup.sh\n", " !chmod +x googlecolab_setup.sh\n", " !./googlecolab_setup.sh\n", "\n", " os.environ[\"MODULEPATH\"] = ':'.join(map(str, list(map(lambda x: os.path.join(os.path.abspath('/cvmfs/neurodesk.ardc.edu.au/neurodesk-modules/'), x),os.listdir('/cvmfs/neurodesk.ardc.edu.au/neurodesk-modules/')))))\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "1c268140-a6c5-4abb-b38e-4b86c3c680b4", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "vendor_id\t: AuthenticAMD\n", "model name\t: AMD EPYC 7742 64-Core Processor\n" ] } ], "source": [ "# Output CPU information:\n", "!cat /proc/cpuinfo | grep 'vendor' | uniq\n", "!cat /proc/cpuinfo | grep 'model name' | uniq" ] }, { "cell_type": "markdown", "id": "c423654b-67b3-4f42-89e9-8c752eaba94d", "metadata": { "id": "c423654b-67b3-4f42-89e9-8c752eaba94d", "tags": [] }, "source": [ "# QSMxT Interactive Notebook\n", "\n", "This interactive notebook estimates Quantitative Susceptibility Maps (QSMs) for two gradient-echo (GRE) MRI acquisitions using [QSMxT](https://github.com/QSMxT/QSMxT) provided by the [Neurodesk](https://neurodesk.org) project." ] }, { "cell_type": "markdown", "id": "28e5430f-2e02-4183-ba3d-66fbbe010837", "metadata": { "id": "28e5430f-2e02-4183-ba3d-66fbbe010837" }, "source": [ "## What is QSM?\n", "\n", "QSM is a form of quantitative MRI (qMRI) that estimates the magnetic susceptibility distribution across an imaged object. Magnetic susceptibility is the degree to which a material becomes magnetised by an external magnetic field. Major contributors to susceptibility include iron, calcium, and myelin, with the susceptibility of water typically approximating a zero-reference, though it is slightly diamagnetic. Read more about QSM [here](https://onlinelibrary.wiley.com/doi/10.1002/mrm.25358)." ] }, { "cell_type": "markdown", "id": "41c95447-80c5-49c1-954b-50a26ffa23ef", "metadata": { "id": "41c95447-80c5-49c1-954b-50a26ffa23ef", "tags": [] }, "source": [ "## What is QSMxT?\n", "\n", "[QSMxT](https://github.com/QSMxT/QSMxT) is a suite of tools for building and running automated pipelines for QSM that:\n", "\n", "- is available open-source without any licensing required;\n", "- is distributed as a software container making it straightforward to access and install (Neurodesk!)\n", "- scales its processing to execute across many acquisitions through jobs parallelisation (using multiple processors or HPCs) provided by [Nipype](https://nipype.readthedocs.io);\n", "- automates steps that usually require manual intervention and scripting, including:\n", " - DICOM to [BIDS](https://bids-specification.readthedocs.io/en/stable/index.html) conversion;\n", " - QSM reconstruction using a range of algorithms;\n", " - segmentation using [FastSurfer](https://github.com/Deep-MI/FastSurfer);\n", " - group space generation using [ANTs](https://github.com/ANTsX/ANTs);\n", " - export of susceptibility statistics by subject and region of interest (ROI) to CSV.\n", "\n", "![image.png](../images/image.png)" ] }, { "cell_type": "markdown", "id": "44417598-f83e-46d8-bc4c-ceb61f63e395", "metadata": { "id": "44417598-f83e-46d8-bc4c-ceb61f63e395" }, "source": [ "## How do I access QSMxT?\n", "\n", "There are a few ways you can access QSMxT:\n", "\n", " - **This notebook**: You can access QSMxT in this notebook right now!\n", " - If you are running this on a Neurodesk Play instance, you can upload your own data into the sidebar via drag-and-drop.\n", " - **Neurodesktop**: QSMxT is in the applications menu of Neurodesktop.\n", " - On Neurodesk Play, upload your own data into the desktop via drag-and-drop.\n", " - On a local install of Neurodesk, bring any necessary files into the shared `~/neurodesktop-storage` directory\n", " - **Local install**: QSMxT can also be installed via the [Docker container](https://github.com/QSMxT/QSMxT#installation)\n", " - **HPC install**: QSMxT can also be installed via the [Singularity container](https://github.com/QSMxT/QSMxT#installation) for use on HPCs" ] }, { "cell_type": "markdown", "id": "051e7a38-d270-49a6-800d-6c919c1b0d20", "metadata": { "id": "051e7a38-d270-49a6-800d-6c919c1b0d20" }, "source": [ "# Download example DICOMs\n", "\n", "Here, we download some example DICOMs from our OSF repository for QSMxT.\n", "\n", "These data include GRE and T1-weighted acquisitions for one subject (duplicated to act as two subjects)." ] }, { "cell_type": "code", "execution_count": 3, "id": "80e4a8d2-d6bb-48e8-bdd7-36ac3d0c01c6", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "80e4a8d2-d6bb-48e8-bdd7-36ac3d0c01c6", "outputId": "098cf81c-5e1d-4862-c09d-b05e759e63cf" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: osfclient in /opt/conda/lib/python3.10/site-packages (0.0.5)\n", "Requirement already satisfied: requests in /opt/conda/lib/python3.10/site-packages (from osfclient) (2.28.1)\n", "Requirement already satisfied: tqdm in /opt/conda/lib/python3.10/site-packages (from osfclient) (4.64.1)\n", "Requirement already satisfied: six in /opt/conda/lib/python3.10/site-packages (from osfclient) (1.16.0)\n", "Requirement already satisfied: certifi>=2017.4.17 in /opt/conda/lib/python3.10/site-packages (from requests->osfclient) (2022.12.7)\n", "Requirement already satisfied: idna<4,>=2.5 in /opt/conda/lib/python3.10/site-packages (from requests->osfclient) (3.4)\n", "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /opt/conda/lib/python3.10/site-packages (from requests->osfclient) (1.26.13)\n", "Requirement already satisfied: charset-normalizer<3,>=2 in /opt/conda/lib/python3.10/site-packages (from requests->osfclient) (2.1.1)\n", "\u001b[01;34mdicoms-unsorted\u001b[00m\n", "├── MR.1.1.dcm\n", "├── MR.1.10.dcm\n", "├── MR.1.100.dcm\n", "├── MR.1.101.dcm\n", "├── MR.1.102.dcm\n", "├── MR.1.103.dcm\n", "├── MR.1.104.dcm\n", "├── MR.1.105.dcm\n", "├── MR.1.106.dcm\n", "...\n", "There are 1216 unsorted DICOMs in ./dicoms-unsorted/\n" ] } ], "source": [ "!pip install osfclient\n", "!osf -p ru43c clone . > /dev/null 2>&1\n", "!tar xf osfstorage/dicoms-unsorted.tar\n", "!rm -rf osfstorage/\n", "!tree dicoms-unsorted | head\n", "!echo -e \"...\\nThere are `ls dicoms-unsorted | wc -l` unsorted DICOMs in ./dicoms-unsorted/\"" ] }, { "cell_type": "markdown", "id": "f5d0ceb7-99cb-4e92-9326-ef69c7453d9a", "metadata": { "id": "f5d0ceb7-99cb-4e92-9326-ef69c7453d9a" }, "source": [ "# Load QSMxT\n", "\n", "To load QSMxT inside a notebook, we can use the available module system:" ] }, { "cell_type": "code", "execution_count": 4, "id": "da0d2db8-1cbf-4268-a536-25cdcd8f8aa6", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "da0d2db8-1cbf-4268-a536-25cdcd8f8aa6", "outputId": "8b278f1c-e82c-46ff-d5ea-3db8b7901b83" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO]: QSMxT v4.0.1\n" ] } ], "source": [ "import lmod\n", "await lmod.load('qsmxt/4.0.1')\n", "!qsmxt --version" ] }, { "cell_type": "markdown", "id": "b18f60c8-60d1-4ef5-b21d-083e91230c5d", "metadata": { "id": "b18f60c8-60d1-4ef5-b21d-083e91230c5d" }, "source": [ "# Data standardisation\n", "\n", "QSMxT requires input data to conform to the [Brain Imaging Data Structure (BIDS)](https://bids.neuroimaging.io/).\n", "\n", "Luckily, QSMxT also provides scripts that can convert unorganised NIfTI or DICOM images to BIDS." ] }, { "cell_type": "markdown", "id": "770963f9-93df-4c8e-85ac-f732b0e63a34", "metadata": { "id": "770963f9-93df-4c8e-85ac-f732b0e63a34" }, "source": [ "## Sort DICOMs\n", "\n", "Before we can convert DICOMs to BIDS cleanly, we need to sort the DICOMs by subject, session and series.\n", "\n", "We can sort the DICOMs using `run_0_dicomSort.py`.\n", "\n", "Note that this script relies on accurate DICOM header information. If your data is sorted incorrectly, you may need to manually correct the sorting, or sort the files yourself. Be sure to follow the folder structure shown below." ] }, { "cell_type": "code", "execution_count": 5, "id": "8f3859d0-fc95-49c5-b753-e5edd0e511bd", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "8f3859d0-fc95-49c5-b753-e5edd0e511bd", "outputId": "bb77d009-a852-41c9-e7ff-04c6456f3c21" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO]: Running QSMxT 4.0.1\n", "[INFO]: Command: /opt/miniconda-4.7.12.1/bin/dicom-sort dicoms-unsorted dicoms-sorted\n", "[INFO]: Python interpreter: /opt/miniconda-4.7.12.1/bin/python3.8\n", "[INFO]: Reading file list...\n", "[INFO]: 1216 DICOM files found.\n", "[INFO]: Sorting DICOMs in /home/jovyan/example-notebooks/books/structural_imaging/dicoms-sorted...\n", "[INFO]: Identified subject: 1\n", "[INFO]: Identified session: 1 #1 20170705\n", "[INFO]: Identified series: 1/20170705/5_QSM_p2_1mmIso_TE20\n", "[INFO]: Identified session: 2 #1 20170705\n", "[INFO]: Identified series: 2/20170705/5_QSM_p2_1mmIso_TE20\n", "[INFO]: Identified series: 1/20170705/6_mp2rage_highRes_0p5iso_slab\n", "[INFO]: Identified series: 2/20170705/6_QSM_p2_1mmIso_TE20\n", "[INFO]: Identified series: 1/20170705/6_QSM_p2_1mmIso_TE20\n", "[INFO]: Identified series: 2/20170705/6_mp2rage_highRes_0p5iso_slab\n", "[INFO]: Finished\n" ] } ], "source": [ "!dicom-sort dicoms-unsorted dicoms-sorted" ] }, { "cell_type": "markdown", "id": "12903b39-3d6c-4511-9ab5-1bd564565e02", "metadata": { "id": "12903b39-3d6c-4511-9ab5-1bd564565e02" }, "source": [ "Now we can see clearly that there are two subjects, each with one session, each with three DICOM series:" ] }, { "cell_type": "code", "execution_count": 6, "id": "4aaf0f65-6ebf-4889-8df4-0212064bcde3", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "4aaf0f65-6ebf-4889-8df4-0212064bcde3", "outputId": "d2768818-70f2-4609-e284-ad1f63e64725" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[01;34mdicoms-sorted\u001b[00m\n", "├── \u001b[01;34m1\u001b[00m\n", "│   └── \u001b[01;34m20170705\u001b[00m\n", "│   ├── \u001b[01;34m5_QSM_p2_1mmIso_TE20\u001b[00m\n", "│   ├── \u001b[01;34m6_QSM_p2_1mmIso_TE20\u001b[00m\n", "│   └── \u001b[01;34m6_mp2rage_highRes_0p5iso_slab\u001b[00m\n", "├── \u001b[01;34m2\u001b[00m\n", "│   └── \u001b[01;34m20170705\u001b[00m\n", "│   ├── \u001b[01;34m5_QSM_p2_1mmIso_TE20\u001b[00m\n", "│   ├── \u001b[01;34m6_QSM_p2_1mmIso_TE20\u001b[00m\n", "│   └── \u001b[01;34m6_mp2rage_highRes_0p5iso_slab\u001b[00m\n", "├── log_2023-08-28_04-34-57159150.txt\n", "└── references.txt\n", "\n", "10 directories, 2 files\n" ] } ], "source": [ "!tree dicoms-sorted -L 3" ] }, { "cell_type": "markdown", "id": "a429994e-76c6-4b2c-84c2-135fcd976a4d", "metadata": { "id": "a429994e-76c6-4b2c-84c2-135fcd976a4d", "tags": [] }, "source": [ "## Convert to BIDS\n", "\n", "Now that the DICOMs are sorted, we can convert to BIDS using `run_1_dicomConvert.py`.\n", "\n", "The DICOM to BIDS conversion must identify which series should be used for QSM reconstruction (T2*-weighted), and which series should be used for segmentation (T1-weighted). Because this information is not stored in the DICOM header, the user must provide it, or QSMxT can make a guess based on the `ProtocolName` field. By default, QSMxT assumes series matching any of the patterns in `['*qsm*', '*t2starw*']` are to be used for QSM, and series matching the pattern `['*t1w*']` are to be used for segmentation. If series cannot be identified, the user must do so. At minimum, at least one QSM series must be identified.\n", "\n", "If QSMxT is run interactively, the user will be prompted to identify the relevant series'. However, because we are running QSMxT in a notebook, we disable the interactivity using `--auto_yes` and provide the missing information using command-line arguments (`--t1w_protocol_patterns` and `--t2starw_protocol_patterns`). In this case, the T1-weighted scan requires identification, so we pass `--t2starw_protocol_patterns \"*mp2rage*\"`:" ] }, { "cell_type": "code", "execution_count": 7, "id": "cafb3971-0710-4caa-aa98-0771b9c3a194", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "cafb3971-0710-4caa-aa98-0771b9c3a194", "outputId": "882fd261-bbf1-4980-982c-f33526c141d3", "tags": [ "output_scroll" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO]: Running QSMxT 4.0.1\n", "[INFO]: Command: /opt/miniconda-4.7.12.1/bin/dicom-convert dicoms-sorted bids --t1w_protocol_patterns *mp2rage* --auto_yes\n", "[INFO]: Python interpreter: /opt/miniconda-4.7.12.1/bin/python3.8\n", "[INFO]: Converting all DICOMs to NIfTI...\n", "[INFO]: Running command: 'dcm2niix -z n -o \"/home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/extra_data\" \"/home/jovyan/example-notebooks/books/structural_imaging/dicoms-sorted/2/20170705/6_QSM_p2_1mmIso_TE20\" >> \"/home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/extra_data/dcm2niix_output.txt\"'\n", "[INFO]: Running command: 'dcm2niix -z n -o \"/home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/extra_data\" \"/home/jovyan/example-notebooks/books/structural_imaging/dicoms-sorted/2/20170705/5_QSM_p2_1mmIso_TE20\" >> \"/home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/extra_data/dcm2niix_output.txt\"'\n", "[INFO]: Running command: 'dcm2niix -z n -o \"/home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/extra_data\" \"/home/jovyan/example-notebooks/books/structural_imaging/dicoms-sorted/2/20170705/6_mp2rage_highRes_0p5iso_slab\" >> \"/home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/extra_data/dcm2niix_output.txt\"'\n", "[INFO]: Running command: 'dcm2niix -z n -o \"/home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/extra_data\" \"/home/jovyan/example-notebooks/books/structural_imaging/dicoms-sorted/1/20170705/6_QSM_p2_1mmIso_TE20\" >> \"/home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/extra_data/dcm2niix_output.txt\"'\n", "[INFO]: Running command: 'dcm2niix -z n -o \"/home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/extra_data\" \"/home/jovyan/example-notebooks/books/structural_imaging/dicoms-sorted/1/20170705/5_QSM_p2_1mmIso_TE20\" >> \"/home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/extra_data/dcm2niix_output.txt\"'\n", "[INFO]: Running command: 'dcm2niix -z n -o \"/home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/extra_data\" \"/home/jovyan/example-notebooks/books/structural_imaging/dicoms-sorted/1/20170705/6_mp2rage_highRes_0p5iso_slab\" >> \"/home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/extra_data/dcm2niix_output.txt\"'\n", "[INFO]: Loading JSON headers from '/home/jovyan/example-notebooks/books/structural_imaging/bids/.../extra_data' folders...\n", "[INFO]: Checking for GE data requiring correction...\n", "[INFO]: Loading updated JSON headers from '/home/jovyan/example-notebooks/books/structural_imaging/bids/.../extra_data' folders...\n", "[INFO]: Enumerating protocol names from JSON headers...\n", "[INFO]: All protocol names identified: ['mp2rage_highres_0p5iso_slab', 'qsm_p2_1mmiso_te20']\n", "[INFO]: Enumerating t2starw protocol names using match patterns ['*t2starw*', '*qsm*']...\n", "[INFO]: Identified the following protocols as t2starw: ['qsm_p2_1mmiso_te20']\n", "[INFO]: Enumerating t1w protocol names using match patterns ['*mp2rage*']...\n", "[INFO]: Identified the following protocols as t1w: ['mp2rage_highres_0p5iso_slab']\n", "[INFO]: Parsing relevant details from JSON headers...\n", "[INFO]: Parsing relevant JSON data from sub-1/ses-20170705...\n", "[INFO]: Parsing relevant JSON data from sub-1/ses-20170705...\n", "[INFO]: Parsing relevant JSON data from sub-2/ses-20170705...\n", "[INFO]: Parsing relevant JSON data from sub-2/ses-20170705...\n", "[INFO]: Renaming files...\n", "[INFO]: Renaming /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/extra_data/6_mp2rage_highRes_0p5iso_slab_mp2rage_highRes_0p5iso_slab_20170705150219_6.json -> /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/anat/sub-1_ses-20170705_acq-mp2ragehighres0p5isoslab_run-01_T1w.json\n", "[INFO]: Renaming /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/extra_data/6_mp2rage_highRes_0p5iso_slab_mp2rage_highRes_0p5iso_slab_20170705150219_6.nii -> /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/anat/sub-1_ses-20170705_acq-mp2ragehighres0p5isoslab_run-01_T1w.nii\n", "[INFO]: Renaming /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/extra_data/5_QSM_p2_1mmIso_TE20_QSM_p2_1mmIso_TE20_20170705134507_5.json -> /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/anat/sub-1_ses-20170705_acq-qsmp21mmisote20_run-01_part-mag_T2starw.json\n", "[INFO]: Renaming /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/extra_data/5_QSM_p2_1mmIso_TE20_QSM_p2_1mmIso_TE20_20170705134507_5.nii -> /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/anat/sub-1_ses-20170705_acq-qsmp21mmisote20_run-01_part-mag_T2starw.nii\n", "[INFO]: Renaming /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/extra_data/6_QSM_p2_1mmIso_TE20_QSM_p2_1mmIso_TE20_20170705134507_6_ph.json -> /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/anat/sub-1_ses-20170705_acq-qsmp21mmisote20_run-01_part-phase_T2starw.json\n", "[INFO]: Renaming /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/extra_data/6_QSM_p2_1mmIso_TE20_QSM_p2_1mmIso_TE20_20170705134507_6_ph.nii -> /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-1/ses-20170705/anat/sub-1_ses-20170705_acq-qsmp21mmisote20_run-01_part-phase_T2starw.nii\n", "[INFO]: Renaming /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/extra_data/6_mp2rage_highRes_0p5iso_slab_mp2rage_highRes_0p5iso_slab_20170705150219_6.json -> /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/anat/sub-2_ses-20170705_acq-mp2ragehighres0p5isoslab_run-01_T1w.json\n", "[INFO]: Renaming /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/extra_data/6_mp2rage_highRes_0p5iso_slab_mp2rage_highRes_0p5iso_slab_20170705150219_6.nii -> /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/anat/sub-2_ses-20170705_acq-mp2ragehighres0p5isoslab_run-01_T1w.nii\n", "[INFO]: Renaming /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/extra_data/5_QSM_p2_1mmIso_TE20_QSM_p2_1mmIso_TE20_20170705134507_5.json -> /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/anat/sub-2_ses-20170705_acq-qsmp21mmisote20_run-01_part-mag_T2starw.json\n", "[INFO]: Renaming /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/extra_data/5_QSM_p2_1mmIso_TE20_QSM_p2_1mmIso_TE20_20170705134507_5.nii -> /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/anat/sub-2_ses-20170705_acq-qsmp21mmisote20_run-01_part-mag_T2starw.nii\n", "[INFO]: Renaming /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/extra_data/6_QSM_p2_1mmIso_TE20_QSM_p2_1mmIso_TE20_20170705134507_6_ph.json -> /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/anat/sub-2_ses-20170705_acq-qsmp21mmisote20_run-01_part-phase_T2starw.json\n", "[INFO]: Renaming /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/extra_data/6_QSM_p2_1mmIso_TE20_QSM_p2_1mmIso_TE20_20170705134507_6_ph.nii -> /home/jovyan/example-notebooks/books/structural_imaging/bids/sub-2/ses-20170705/anat/sub-2_ses-20170705_acq-qsmp21mmisote20_run-01_part-phase_T2starw.nii\n", "[INFO]: Generating details for BIDS datset_description.json...\n", "[INFO]: Writing BIDS dataset_description.json...\n", "[INFO]: Writing BIDS .bidsignore file...\n", "[INFO]: Writing BIDS dataset README...\n", "[INFO]: Finished\n" ] } ], "source": [ "!dicom-convert dicoms-sorted bids \\\n", " --t1w_protocol_patterns \"*mp2rage*\" \\\n", " --auto_yes" ] }, { "cell_type": "code", "execution_count": 8, "id": "3e8d460c-424a-419d-8b1d-59764588da94", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "3e8d460c-424a-419d-8b1d-59764588da94", "outputId": "5a674999-b70b-423a-dd5f-798d4386777a" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[01;34mbids\u001b[00m\n", "├── README\n", "├── dataset_description.json\n", "├── log_2023-08-28_04-35-04600783.txt\n", "├── references.txt\n", "├── \u001b[01;34msub-1\u001b[00m\n", "│   └── \u001b[01;34mses-20170705\u001b[00m\n", "│   ├── \u001b[01;34manat\u001b[00m\n", "│   │   ├── sub-1_ses-20170705_acq-mp2ragehighres0p5isoslab_run-01_T1w.json\n", "│   │   ├── sub-1_ses-20170705_acq-mp2ragehighres0p5isoslab_run-01_T1w.nii\n", "│   │   ├── sub-1_ses-20170705_acq-qsmp21mmisote20_run-01_part-mag_T2starw.json\n", "│   │   ├── sub-1_ses-20170705_acq-qsmp21mmisote20_run-01_part-mag_T2starw.nii\n", "│   │   ├── sub-1_ses-20170705_acq-qsmp21mmisote20_run-01_part-phase_T2starw.json\n", "│   │   └── sub-1_ses-20170705_acq-qsmp21mmisote20_run-01_part-phase_T2starw.nii\n", "│   └── \u001b[01;34mextra_data\u001b[00m\n", "│   └── dcm2niix_output.txt\n", "└── \u001b[01;34msub-2\u001b[00m\n", " └── \u001b[01;34mses-20170705\u001b[00m\n", " ├── \u001b[01;34manat\u001b[00m\n", " │   ├── sub-2_ses-20170705_acq-mp2ragehighres0p5isoslab_run-01_T1w.json\n", " │   ├── sub-2_ses-20170705_acq-mp2ragehighres0p5isoslab_run-01_T1w.nii\n", " │   ├── sub-2_ses-20170705_acq-qsmp21mmisote20_run-01_part-mag_T2starw.json\n", " │   ├── sub-2_ses-20170705_acq-qsmp21mmisote20_run-01_part-mag_T2starw.nii\n", " │   ├── sub-2_ses-20170705_acq-qsmp21mmisote20_run-01_part-phase_T2starw.json\n", " │   └── sub-2_ses-20170705_acq-qsmp21mmisote20_run-01_part-phase_T2starw.nii\n", " └── \u001b[01;34mextra_data\u001b[00m\n", " └── dcm2niix_output.txt\n", "\n", "8 directories, 18 files\n" ] } ], "source": [ "!tree bids" ] }, { "cell_type": "markdown", "id": "dfb3d0a2-6ef1-4855-933b-734dde1e4c7d", "metadata": { "id": "dfb3d0a2-6ef1-4855-933b-734dde1e4c7d" }, "source": [ "# Inspect input data" ] }, { "cell_type": "markdown", "id": "40734463-b6c8-4487-a7b8-4c8b4de75716", "metadata": { "id": "40734463-b6c8-4487-a7b8-4c8b4de75716" }, "source": [ "Here we define a function we will use to visualise NIfTI images so we can view some of the input data:" ] }, { "cell_type": "code", "execution_count": 9, "id": "dd709fdb-35e6-40f3-a313-5e9bd6025db4", "metadata": { "id": "dd709fdb-35e6-40f3-a313-5e9bd6025db4" }, "outputs": [], "source": [ "def show_nii(nii_path, title=None, cmap='gray', **imshow_args):\n", " from matplotlib import pyplot as plt\n", " import numpy as np\n", " import nibabel as nib\n", " import glob\n", "\n", " # load data\n", " data_1 = nib.load(nii_path).get_fdata()\n", "\n", " # get middle slices\n", " slc_data1 = np.rot90(data_1[np.shape(data_1)[0]//2,:,:])\n", " slc_data2 = np.rot90(data_1[:,np.shape(data_1)[1]//2,:])\n", " slc_data3 = np.rot90(data_1[:,:,np.shape(data_1)[2]//2])\n", "\n", " # show slices\n", " fig, axes = plt.subplots(nrows=1, ncols=3, figsize=(8,10))\n", " if title: plt.suptitle(title)\n", "\n", " axes[0].imshow(slc_data1, cmap=cmap, **imshow_args)\n", " axes[1].imshow(slc_data2, cmap=cmap, **imshow_args)\n", " axes[2].imshow(slc_data3, cmap=cmap, **imshow_args)\n", "\n", " axes[0].axis('off')\n", " axes[1].axis('off')\n", " axes[2].axis('off')\n", "\n", " fig.tight_layout()\n", " fig.subplots_adjust(top=1.55)\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 10, "id": "62620b6b-bf74-4d7c-81b2-6f98dc2902e2", "metadata": { "id": "62620b6b-bf74-4d7c-81b2-6f98dc2902e2" }, "outputs": [], "source": [ "from glob import glob" ] }, { "cell_type": "code", "execution_count": 11, "id": "3664cab1-136e-4aac-bf72-c23545636a82", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "3664cab1-136e-4aac-bf72-c23545636a82", "outputId": "aa2f76c0-f192-4eaa-8afb-7c7c8f494d14" }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "show_nii(glob(\"bids/sub-*/ses-*/anat/*mag*nii*\")[0], title=\"Magnitude\", vmax=500)\n", "show_nii(glob(\"bids/sub-*/ses-*/anat/*phase*nii*\")[0], title=\"Phase\")\n", "show_nii(glob(\"bids/sub-*/ses-*/anat/*T1w*nii*\")[0], title=\"T1-weighted\")" ] }, { "cell_type": "markdown", "id": "dcafd4ce-ccf3-4b9c-9caf-ded440db9aa5", "metadata": { "id": "dcafd4ce-ccf3-4b9c-9caf-ded440db9aa5" }, "source": [ "# Run QSMxT" ] }, { "cell_type": "markdown", "id": "e42f3b99-2e24-4644-9e87-dd2ed3d50e2f", "metadata": { "id": "e42f3b99-2e24-4644-9e87-dd2ed3d50e2f" }, "source": [ "We are now ready to run QSMxT! We will generate susceptibility maps and segmentations, and export analysis CSVs to file.\n", "\n", "The usual way of running QSMxT is to use `qsmxt bids_dir output_dir`. This will launch an interactive command-line interface (CLI) to setup your desired pipelines. However, since we are running this in a notebook, we need to use command-line arguments to by-pass the interface and execute a pipeline.\n", "\n", "But first, let's consider our pipeline settings. For QSM reconstruction, QSMxT provides a range of sensible defaults fit for different purposes. We can list the premade QSM pipelines using `--list_premades`. For the full pipeline details used for each premade pipeline, see [qsm_pipelines.json](https://github.com/QSMxT/QSMxT/blob/master/qsm_pipelines.json)." ] }, { "cell_type": "code", "execution_count": 12, "id": "5f8bfb98-e1e2-4b41-8eb7-cea7ddaf82e9", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "5f8bfb98-e1e2-4b41-8eb7-cea7ddaf82e9", "outputId": "a33d5f57-cc57-4bc7-c809-98dbf9c8fc5c" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO]: QSMxT v4.0.1\n", "[INFO]: Parsing arguments...\n", "=== Premade pipelines ===\n", "default: Default QSMxT settings (GRE; assumes human brain)\n", "gre: Applies suggested settings for 3D-GRE images\n", "epi: Applies suggested settings for 3D-EPI images (assumes human brain)\n", "bet: Applies a traditional BET-masking approach (artefact reduction unavailable; assumes human brain)\n", "fast: Applies a set of fast algorithms\n", "body: Applies suggested settings for non-brain applications\n", "nextqsm: Applies suggested settings for running the NeXtQSM algorithm (assumes human brain)\n", "[INFO]: Finished\n" ] } ], "source": [ "!qsmxt --list_premades" ] }, { "cell_type": "markdown", "id": "ff22a73f-548a-4c8f-a430-0350560ef8a0", "metadata": { "id": "ff22a73f-548a-4c8f-a430-0350560ef8a0" }, "source": [ "For this demonstration, we will go with the `fast` pipeline. To export segmentations and analysis results, we will use `--do_segmentation` and `--do_analysis`. The `--auto_yes` option avoid the interactive CLI interface that cannot be used in a notebook:" ] }, { "cell_type": "code", "execution_count": 13, "id": "ea3157e3-f9aa-4a20-af4f-4ffd42d88694", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "ea3157e3-f9aa-4a20-af4f-4ffd42d88694", "outputId": "56351221-2c6c-4c45-b2e1-84d7bdfda8c1", "tags": [ "output_scroll" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO]: QSMxT v4.0.1\n", "[INFO]: Parsing arguments...\n", "[INFO]: Starting log file: /home/jovyan/example-notebooks/books/structural_imaging/qsm/qsmxt.log\n", "[INFO]: Python interpreter: /opt/miniconda-4.7.12.1/bin/python3.8\n", "[INFO]: Command: qsmxt /home/jovyan/example-notebooks/books/structural_imaging/bids /home/jovyan/example-notebooks/books/structural_imaging/qsm --premade 'fast' --do_qsm --do_segmentation --do_analysis --auto_yes\n", "[INFO]: Creating QSMxT workflow for sub-1.ses-20170705.acq-qsmp21mmisote20.run-01...\n", "[INFO]: Creating QSMxT workflow for sub-2.ses-20170705.acq-qsmp21mmisote20.run-01...\n", "[INFO]: Running using MultiProc plugin with n_procs=16\n", "230828-04:35:13,525 nipype.workflow INFO:\n", "\t Workflow workflow settings: ['check', 'execution', 'logging', 'monitoring']\n", "230828-04:35:13,548 nipype.workflow INFO:\n", "\t Running in parallel.\n", "230828-04:35:13,551 nipype.workflow INFO:\n", "\t [MultiProc] Running 0 tasks, and 12 jobs ready. Free memory (GB): 224.31/224.31, Free processors: 16/16.\n", "230828-04:35:13,696 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.func_read-json-me\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/func_read-json-me\".\n", "230828-04:35:13,697 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.func_read-json-me\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/func_read-json-me\".\n", "230828-04:35:13,698 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/fastsurfer_segment-t1\".\n", "230828-04:35:13,701 nipype.workflow INFO:\n", "\t [Node] Executing \"func_read-json-me\" \n", "230828-04:35:13,701 nipype.workflow INFO:\n", "\t [Node] Executing \"func_read-json-me\" \n", "230828-04:35:13,702 nipype.workflow INFO:\n", "\t [Node] Executing \"fastsurfer_segment-t1\" \n", "230828-04:35:13,703 nipype.workflow INFO:\n", "\t [Node] Finished \"func_read-json-me\", elapsed time 0.000906s.\n", "230828-04:35:13,704 nipype.workflow INFO:\n", "\t [Node] Finished \"func_read-json-me\", elapsed time 0.000775s.\n", "230828-04:35:13,696 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.func_read-json-se\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/func_read-json-se\".\n", "230828-04:35:13,697 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_numpy_scale-phase\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/nibabel_numpy_scale-phase\".\n", "230828-04:35:13,699 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_numpy_scale-phase\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/nibabel_numpy_scale-phase\".\n", "230828-04:35:13,752 nipype.workflow INFO:\n", "\t [Node] Executing \"func_read-json-se\" \n", "230828-04:35:13,752 nipype.workflow INFO:\n", "\t [Node] Executing \"nibabel_numpy_scale-phase\" \n", "230828-04:35:13,753 nipype.workflow INFO:\n", "\t [Node] Executing \"nibabel_numpy_scale-phase\" \n", "230828-04:35:13,756 nipype.workflow INFO:\n", "\t [Node] Finished \"func_read-json-se\", elapsed time 0.001198s.\n", "230828-04:35:13,696 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_read-nii\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/nibabel_read-nii\".\n", "230828-04:35:13,698 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.func_read-json-se\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/func_read-json-se\".\n", "230828-04:35:13,803 nipype.workflow INFO:\n", "\t [Node] Executing \"nibabel_read-nii\" \n", "230828-04:35:13,804 nipype.workflow INFO:\n", "\t [Node] Executing \"func_read-json-se\" \n", "230828-04:35:13,808 nipype.workflow INFO:\n", "\t [Node] Finished \"func_read-json-se\", elapsed time 0.00116s.\n", "230828-04:35:13,810 nipype.workflow INFO:\n", "\t [Node] Finished \"nibabel_read-nii\", elapsed time 0.00416s.\n", "230828-04:35:13,698 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_read-nii\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/nibabel_read-nii\".\n", "230828-04:35:13,857 nipype.workflow INFO:\n", "\t [Node] Executing \"nibabel_read-nii\" \n", "230828-04:35:13,869 nipype.workflow INFO:\n", "\t [Node] Finished \"nibabel_read-nii\", elapsed time 0.006675s.\n", "230828-04:35:14,58 nipype.workflow INFO:\n", "\t [Node] Finished \"nibabel_numpy_scale-phase\", elapsed time 0.303693s.\n", "230828-04:35:14,98 nipype.workflow INFO:\n", "\t [Node] Finished \"nibabel_numpy_scale-phase\", elapsed time 0.344043s.\n", "230828-04:35:15,553 nipype.workflow INFO:\n", "\t [Job 0] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.func_read-json-me).\n", "230828-04:35:15,557 nipype.workflow INFO:\n", "\t [Job 1] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.func_read-json-se).\n", "230828-04:35:15,558 nipype.workflow INFO:\n", "\t [Job 2] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_read-nii).\n", "230828-04:35:15,559 nipype.workflow INFO:\n", "\t [Job 3] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_numpy_scale-phase).\n", "230828-04:35:15,559 nipype.workflow INFO:\n", "\t [Job 6] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.func_read-json-me).\n", "230828-04:35:15,560 nipype.workflow INFO:\n", "\t [Job 7] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.func_read-json-se).\n", "230828-04:35:15,561 nipype.workflow INFO:\n", "\t [Job 8] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_read-nii).\n", "230828-04:35:15,562 nipype.workflow INFO:\n", "\t [Job 9] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_numpy_scale-phase).\n", "230828-04:35:15,563 nipype.workflow INFO:\n", "\t [MultiProc] Running 1 tasks, and 5 jobs ready. Free memory (GB): 212.31/224.31, Free processors: 8/16.\n", " Currently running:\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:35:15,650 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_as-canonical\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/nibabel_as-canonical\".\n", "230828-04:35:15,651 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/ants_register-t1-to-qsm\".\n", "230828-04:35:15,655 nipype.workflow INFO:\n", "\t [Node] Executing \"ants_register-t1-to-qsm\" \n", "230828-04:35:15,655 nipype.workflow INFO:\n", "\t [Node] Executing \"nibabel_as-canonical\" \n", "230828-04:35:15,662 nipype.workflow INFO:\n", "\t [Node] Finished \"nibabel_as-canonical\", elapsed time 0.005357s.\n", "230828-04:35:15,651 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_as-canonical\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/nibabel_as-canonical\".\n", "230828-04:35:15,706 nipype.workflow INFO:\n", "\t [Node] Executing \"nibabel_as-canonical\" \n", "230828-04:35:15,713 nipype.workflow INFO:\n", "\t [Node] Finished \"nibabel_as-canonical\", elapsed time 0.005018s.\n", "230828-04:35:17,554 nipype.workflow INFO:\n", "\t [Job 12] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_as-canonical).\n", "230828-04:35:17,556 nipype.workflow INFO:\n", "\t [Job 14] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_as-canonical).\n", "230828-04:35:17,557 nipype.workflow INFO:\n", "\t [MultiProc] Running 2 tasks, and 4 jobs ready. Free memory (GB): 208.31/224.31, Free processors: 2/16.\n", " Currently running:\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:35:17,631 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_numpy_nilearn_axial-resampling\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/nibabel_numpy_nilearn_axial-resampling\".\n", "230828-04:35:17,636 nipype.workflow INFO:\n", "\t [Node] Executing \"nibabel_numpy_nilearn_axial-resampling\" \n", "230828-04:35:17,641 nipype.workflow INFO:\n", "\t [Node] Finished \"nibabel_numpy_nilearn_axial-resampling\", elapsed time 0.003622s.\n", "230828-04:35:17,631 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_numpy_nilearn_axial-resampling\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/nibabel_numpy_nilearn_axial-resampling\".\n", "230828-04:35:17,687 nipype.workflow INFO:\n", "\t [Node] Executing \"nibabel_numpy_nilearn_axial-resampling\" \n", "230828-04:35:17,693 nipype.workflow INFO:\n", "\t [Node] Finished \"nibabel_numpy_nilearn_axial-resampling\", elapsed time 0.004081s.\n", "230828-04:35:19,557 nipype.workflow INFO:\n", "\t [Job 16] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_numpy_nilearn_axial-resampling).\n", "230828-04:35:19,558 nipype.workflow INFO:\n", "\t [Job 18] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_numpy_nilearn_axial-resampling).\n", "230828-04:35:19,560 nipype.workflow INFO:\n", "\t [MultiProc] Running 2 tasks, and 6 jobs ready. Free memory (GB): 208.31/224.31, Free processors: 2/16.\n", " Currently running:\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:35:19,639 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.mask_workflow.fsl-bet\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/mask_workflow/fsl-bet\".\n", "230828-04:35:19,645 nipype.workflow INFO:\n", "\t [Node] Executing \"fsl-bet\" \n", "230828-04:35:19,639 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.mrt_romeo\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/qsm_workflow/mrt_romeo\".\n", "230828-04:35:19,696 nipype.workflow INFO:\n", "\t [Node] Executing \"mrt_romeo\" \n", "230828-04:35:21,559 nipype.workflow INFO:\n", "\t [MultiProc] Running 4 tasks, and 4 jobs ready. Free memory (GB): 205.11/224.31, Free processors: 0/16.\n", " Currently running:\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.mrt_romeo\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.mask_workflow.fsl-bet\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:35:37,966 nipype.workflow INFO:\n", "\t [Node] Finished \"fsl-bet\", elapsed time 18.319006s.\n", "230828-04:35:39,576 nipype.workflow INFO:\n", "\t [Job 20] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.mask_workflow.fsl-bet).\n", "230828-04:35:39,578 nipype.workflow INFO:\n", "\t [MultiProc] Running 3 tasks, and 5 jobs ready. Free memory (GB): 205.31/224.31, Free processors: 1/16.\n", " Currently running:\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.mrt_romeo\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:35:39,696 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.mask_workflow.fsl-bet\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/mask_workflow/fsl-bet\".\n", "230828-04:35:39,700 nipype.workflow INFO:\n", "\t [Node] Executing \"fsl-bet\" \n", "230828-04:35:41,581 nipype.workflow INFO:\n", "\t [MultiProc] Running 4 tasks, and 4 jobs ready. Free memory (GB): 205.11/224.31, Free processors: 0/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.mask_workflow.fsl-bet\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.mrt_romeo\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:36:01,343 nipype.workflow INFO:\n", "\t [Node] Finished \"fsl-bet\", elapsed time 21.64109s.\n", "230828-04:36:01,598 nipype.workflow INFO:\n", "\t [Job 22] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.mask_workflow.fsl-bet).\n", "230828-04:36:01,600 nipype.workflow INFO:\n", "\t [MultiProc] Running 3 tasks, and 5 jobs ready. Free memory (GB): 205.31/224.31, Free processors: 1/16.\n", " Currently running:\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.mrt_romeo\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:36:01,682 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.mrt_romeo\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/qsm_workflow/mrt_romeo\".\n", "230828-04:36:01,687 nipype.workflow INFO:\n", "\t [Node] Executing \"mrt_romeo\" \n", "230828-04:36:03,601 nipype.workflow INFO:\n", "\t [MultiProc] Running 4 tasks, and 4 jobs ready. Free memory (GB): 202.31/224.31, Free processors: 0/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.mrt_romeo\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.mrt_romeo\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:36:43,673 nipype.workflow INFO:\n", "\t [Node] Finished \"mrt_romeo\", elapsed time 83.975405s.\n", "230828-04:36:45,644 nipype.workflow INFO:\n", "\t [Job 21] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.mrt_romeo).\n", "230828-04:36:45,646 nipype.workflow INFO:\n", "\t [MultiProc] Running 3 tasks, and 5 jobs ready. Free memory (GB): 205.31/224.31, Free processors: 1/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.mrt_romeo\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:36:45,722 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.mask_workflow.scipy_numpy_nibabel_bet_erode\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/mask_workflow/scipy_numpy_nibabel_bet_erode\".\n", "230828-04:36:45,726 nipype.workflow INFO:\n", "\t [Node] Executing \"scipy_numpy_nibabel_bet_erode\" \n", "230828-04:36:46,743 nipype.workflow INFO:\n", "\t [Node] Finished \"scipy_numpy_nibabel_bet_erode\", elapsed time 1.015187s.\n", "230828-04:36:47,646 nipype.workflow INFO:\n", "\t [Job 24] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.mask_workflow.scipy_numpy_nibabel_bet_erode).\n", "230828-04:36:47,649 nipype.workflow INFO:\n", "\t [MultiProc] Running 3 tasks, and 4 jobs ready. Free memory (GB): 205.31/224.31, Free processors: 1/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.mrt_romeo\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:36:47,739 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.nibabel-numpy_normalize-phase\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/qsm_workflow/nibabel-numpy_normalize-phase\".\n", "230828-04:36:47,744 nipype.workflow INFO:\n", "\t [Node] Executing \"nibabel-numpy_normalize-phase\" \n", "230828-04:36:47,875 nipype.workflow INFO:\n", "\t [Node] Finished \"nibabel-numpy_normalize-phase\", elapsed time 0.129563s.\n", "230828-04:36:49,648 nipype.workflow INFO:\n", "\t [Job 25] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.nibabel-numpy_normalize-phase).\n", "230828-04:36:49,650 nipype.workflow INFO:\n", "\t [MultiProc] Running 3 tasks, and 4 jobs ready. Free memory (GB): 205.31/224.31, Free processors: 1/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.mrt_romeo\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:36:49,783 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.mask_workflow.scipy_numpy_nibabel_bet_erode\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/mask_workflow/scipy_numpy_nibabel_bet_erode\".\n", "230828-04:36:49,786 nipype.workflow INFO:\n", "\t [Node] Executing \"scipy_numpy_nibabel_bet_erode\" \n", "230828-04:36:50,535 nipype.workflow INFO:\n", "\t [Node] Finished \"scipy_numpy_nibabel_bet_erode\", elapsed time 0.74824s.\n", "230828-04:36:51,650 nipype.workflow INFO:\n", "\t [Job 26] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.mask_workflow.scipy_numpy_nibabel_bet_erode).\n", "230828-04:36:51,653 nipype.workflow INFO:\n", "\t [MultiProc] Running 3 tasks, and 3 jobs ready. Free memory (GB): 205.31/224.31, Free processors: 1/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.mrt_romeo\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:37:22,996 nipype.workflow INFO:\n", "\t [Node] Finished \"mrt_romeo\", elapsed time 81.307695s.\n", "230828-04:37:23,680 nipype.workflow INFO:\n", "\t [Job 23] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.mrt_romeo).\n", "230828-04:37:23,682 nipype.workflow INFO:\n", "\t [MultiProc] Running 2 tasks, and 4 jobs ready. Free memory (GB): 208.31/224.31, Free processors: 2/16.\n", " Currently running:\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:37:23,788 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.nibabel-numpy_normalize-phase\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/qsm_workflow/nibabel-numpy_normalize-phase\".\n", "230828-04:37:23,793 nipype.workflow INFO:\n", "\t [Node] Executing \"nibabel-numpy_normalize-phase\" \n", "230828-04:37:23,882 nipype.workflow INFO:\n", "\t [Node] Finished \"nibabel-numpy_normalize-phase\", elapsed time 0.087916s.\n", "230828-04:37:25,682 nipype.workflow INFO:\n", "\t [Job 27] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.nibabel-numpy_normalize-phase).\n", "230828-04:37:25,684 nipype.workflow INFO:\n", "\t [MultiProc] Running 2 tasks, and 4 jobs ready. Free memory (GB): 208.31/224.31, Free processors: 2/16.\n", " Currently running:\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:37:25,758 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.qsmjl_vsharp\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/qsm_workflow/qsmjl_vsharp\".\n", "230828-04:37:25,763 nipype.workflow INFO:\n", "\t [Node] Executing \"qsmjl_vsharp\" \n", "230828-04:37:27,685 nipype.workflow INFO:\n", "\t [MultiProc] Running 3 tasks, and 3 jobs ready. Free memory (GB): 208.11/224.31, Free processors: 0/16.\n", " Currently running:\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.qsmjl_vsharp\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:37:57,37 nipype.workflow INFO:\n", "\t [Node] Finished \"qsmjl_vsharp\", elapsed time 31.272988s.\n", "230828-04:37:57,715 nipype.workflow INFO:\n", "\t [Job 28] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.qsmjl_vsharp).\n", "230828-04:37:57,717 nipype.workflow INFO:\n", "\t [MultiProc] Running 2 tasks, and 4 jobs ready. Free memory (GB): 208.31/224.31, Free processors: 2/16.\n", " Currently running:\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:37:57,780 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.qsmjl_vsharp\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/qsm_workflow/qsmjl_vsharp\".\n", "230828-04:37:57,784 nipype.workflow INFO:\n", "\t [Node] Executing \"qsmjl_vsharp\" \n", "230828-04:37:59,44 nipype.workflow INFO:\n", "\t [Node] Finished \"ants_register-t1-to-qsm\", elapsed time 163.387414s.\n", "230828-04:37:59,716 nipype.workflow INFO:\n", "\t [Job 5] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm).\n", "230828-04:37:59,720 nipype.workflow INFO:\n", "\t [MultiProc] Running 2 tasks, and 3 jobs ready. Free memory (GB): 212.11/224.31, Free processors: 6/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.qsmjl_vsharp\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:37:59,811 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/ants_register-t1-to-qsm\".\n", "230828-04:37:59,815 nipype.workflow INFO:\n", "\t [Node] Executing \"ants_register-t1-to-qsm\" \n", "230828-04:38:01,719 nipype.workflow INFO:\n", "\t [MultiProc] Running 3 tasks, and 2 jobs ready. Free memory (GB): 208.11/224.31, Free processors: 0/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.qsmjl_vsharp\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:38:34,144 nipype.workflow INFO:\n", "\t [Node] Finished \"qsmjl_vsharp\", elapsed time 36.359187s.\n", "230828-04:38:35,756 nipype.workflow INFO:\n", "\t [Job 29] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.qsmjl_vsharp).\n", "230828-04:38:35,757 nipype.workflow INFO:\n", "\t [MultiProc] Running 2 tasks, and 3 jobs ready. Free memory (GB): 208.31/224.31, Free processors: 2/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:38:35,819 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.qsmjl_rts\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/qsm_workflow/qsmjl_rts\".\n", "230828-04:38:35,823 nipype.workflow INFO:\n", "\t [Node] Executing \"qsmjl_rts\" \n", "230828-04:38:37,759 nipype.workflow INFO:\n", "\t [MultiProc] Running 3 tasks, and 2 jobs ready. Free memory (GB): 208.11/224.31, Free processors: 0/16.\n", " Currently running:\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.qsmjl_rts\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:39:27,976 nipype.workflow INFO:\n", "\t [Node] Finished \"qsmjl_rts\", elapsed time 52.152571s.\n", "230828-04:39:29,810 nipype.workflow INFO:\n", "\t [Job 30] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.qsmjl_rts).\n", "230828-04:39:29,812 nipype.workflow INFO:\n", "\t [MultiProc] Running 2 tasks, and 3 jobs ready. Free memory (GB): 208.31/224.31, Free processors: 2/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:39:29,883 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.qsmjl_rts\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/qsm_workflow/qsmjl_rts\".\n", "230828-04:39:29,888 nipype.workflow INFO:\n", "\t [Node] Executing \"qsmjl_rts\" \n", "230828-04:39:31,813 nipype.workflow INFO:\n", "\t [MultiProc] Running 3 tasks, and 2 jobs ready. Free memory (GB): 208.11/224.31, Free processors: 0/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.qsmjl_rts\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:40:08,709 nipype.workflow INFO:\n", "\t [Node] Finished \"qsmjl_rts\", elapsed time 38.820015s.\n", "230828-04:40:09,849 nipype.workflow INFO:\n", "\t [Job 31] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsm_workflow.qsmjl_rts).\n", "230828-04:40:09,851 nipype.workflow INFO:\n", "\t [MultiProc] Running 2 tasks, and 3 jobs ready. Free memory (GB): 208.31/224.31, Free processors: 2/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:40:09,918 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_numpy_qsm-average\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/nibabel_numpy_qsm-average\".\n", "230828-04:40:09,919 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_numpy_qsm-average\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/nibabel_numpy_qsm-average\".\n", "230828-04:40:09,923 nipype.workflow INFO:\n", "\t [Node] Executing \"nibabel_numpy_qsm-average\" \n", "230828-04:40:09,925 nipype.workflow INFO:\n", "\t [Node] Finished \"nibabel_numpy_qsm-average\", elapsed time 0.000199s.\n", "230828-04:40:09,923 nipype.workflow INFO:\n", "\t [Node] Executing \"nibabel_numpy_qsm-average\" \n", "230828-04:40:09,976 nipype.workflow INFO:\n", "\t [Node] Finished \"nibabel_numpy_qsm-average\", elapsed time 0.000275s.\n", "230828-04:40:11,852 nipype.workflow INFO:\n", "\t [Job 32] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_numpy_qsm-average).\n", "230828-04:40:11,853 nipype.workflow INFO:\n", "\t [Job 33] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.nibabel_numpy_qsm-average).\n", "230828-04:40:11,854 nipype.workflow INFO:\n", "\t [MultiProc] Running 2 tasks, and 1 jobs ready. Free memory (GB): 208.31/224.31, Free processors: 2/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:40:22,899 nipype.workflow INFO:\n", "\t [Node] Finished \"fastsurfer_segment-t1\", elapsed time 309.19496s.\n", "230828-04:40:23,862 nipype.workflow INFO:\n", "\t [Job 4] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1).\n", "230828-04:40:23,864 nipype.workflow INFO:\n", "\t [MultiProc] Running 1 tasks, and 2 jobs ready. Free memory (GB): 220.31/224.31, Free processors: 10/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", "230828-04:40:23,931 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.numpy_numpy_nibabel_mgz2nii\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/numpy_numpy_nibabel_mgz2nii\".\n", "230828-04:40:23,934 nipype.workflow INFO:\n", "\t [Node] Executing \"numpy_numpy_nibabel_mgz2nii\" \n", "230828-04:40:23,931 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/fastsurfer_segment-t1\".\n", "230828-04:40:23,985 nipype.workflow INFO:\n", "\t [Node] Executing \"fastsurfer_segment-t1\" \n", "230828-04:40:24,90 nipype.workflow INFO:\n", "\t [Node] Finished \"numpy_numpy_nibabel_mgz2nii\", elapsed time 0.155075s.\n", "230828-04:40:25,864 nipype.workflow INFO:\n", "\t [Job 13] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.numpy_numpy_nibabel_mgz2nii).\n", "230828-04:40:25,866 nipype.workflow INFO:\n", "\t [MultiProc] Running 2 tasks, and 1 jobs ready. Free memory (GB): 208.31/224.31, Free processors: 2/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", "230828-04:40:25,934 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_transform-segmentation-to-qsm\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/ants_transform-segmentation-to-qsm\".\n", "230828-04:40:25,939 nipype.workflow INFO:\n", "\t [Node] Executing \"ants_transform-segmentation-to-qsm\" \n", "230828-04:40:26,419 nipype.workflow INFO:\n", "\t [Node] Finished \"ants_transform-segmentation-to-qsm\", elapsed time 0.47849s.\n", "230828-04:40:27,867 nipype.workflow INFO:\n", "\t [Job 17] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_transform-segmentation-to-qsm).\n", "230828-04:40:27,869 nipype.workflow INFO:\n", "\t [MultiProc] Running 2 tasks, and 1 jobs ready. Free memory (GB): 208.31/224.31, Free processors: 2/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", "230828-04:40:27,937 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.analyse_qsm\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/analyse_qsm\".\n", "230828-04:40:27,940 nipype.workflow INFO:\n", "\t [Node] Executing \"analyse_qsm\" \n", "230828-04:40:29,868 nipype.workflow INFO:\n", "\t [MultiProc] Running 3 tasks, and 0 jobs ready. Free memory (GB): 208.11/224.31, Free processors: 1/16.\n", " Currently running:\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.analyse_qsm\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm\n", "230828-04:40:31,734 nipype.workflow INFO:\n", "\t [Node] Finished \"ants_register-t1-to-qsm\", elapsed time 151.917078s.\n", "230828-04:40:31,869 nipype.workflow INFO:\n", "\t [Job 11] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_register-t1-to-qsm).\n", "230828-04:40:31,871 nipype.workflow INFO:\n", "\t [MultiProc] Running 2 tasks, and 0 jobs ready. Free memory (GB): 212.11/224.31, Free processors: 7/16.\n", " Currently running:\n", " * workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.analyse_qsm\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:41:17,654 nipype.workflow INFO:\n", "\t [Node] Finished \"analyse_qsm\", elapsed time 49.712754s.\n", "230828-04:41:17,912 nipype.workflow INFO:\n", "\t [Job 34] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.analyse_qsm).\n", "230828-04:41:17,915 nipype.workflow INFO:\n", "\t [MultiProc] Running 1 tasks, and 1 jobs ready. Free memory (GB): 212.31/224.31, Free processors: 8/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:41:18,7 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsmxt_datasink\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-1/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/qsmxt_datasink\".\n", "230828-04:41:18,15 nipype.workflow INFO:\n", "\t [Node] Executing \"qsmxt_datasink\" \n", "230828-04:41:18,19 nipype.workflow INFO:\n", "\t [Node] Finished \"qsmxt_datasink\", elapsed time 0.001726s.\n", "230828-04:41:19,914 nipype.workflow INFO:\n", "\t [Job 36] Completed (workflow.sub-1.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsmxt_datasink).\n", "230828-04:41:19,916 nipype.workflow INFO:\n", "\t [MultiProc] Running 1 tasks, and 0 jobs ready. Free memory (GB): 212.31/224.31, Free processors: 8/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1\n", "230828-04:45:06,118 nipype.workflow INFO:\n", "\t [Node] Finished \"fastsurfer_segment-t1\", elapsed time 282.130935s.\n", "230828-04:45:06,137 nipype.workflow INFO:\n", "\t [Job 10] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.fastsurfer_segment-t1).\n", "230828-04:45:06,138 nipype.workflow INFO:\n", "\t [MultiProc] Running 0 tasks, and 1 jobs ready. Free memory (GB): 224.31/224.31, Free processors: 16/16.\n", "230828-04:45:06,203 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.numpy_numpy_nibabel_mgz2nii\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/numpy_numpy_nibabel_mgz2nii\".\n", "230828-04:45:06,206 nipype.workflow INFO:\n", "\t [Node] Executing \"numpy_numpy_nibabel_mgz2nii\" \n", "230828-04:45:06,355 nipype.workflow INFO:\n", "\t [Node] Finished \"numpy_numpy_nibabel_mgz2nii\", elapsed time 0.148772s.\n", "230828-04:45:08,139 nipype.workflow INFO:\n", "\t [Job 15] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.numpy_numpy_nibabel_mgz2nii).\n", "230828-04:45:08,141 nipype.workflow INFO:\n", "\t [MultiProc] Running 0 tasks, and 1 jobs ready. Free memory (GB): 224.31/224.31, Free processors: 16/16.\n", "230828-04:45:08,208 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_transform-segmentation-to-qsm\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/ants_transform-segmentation-to-qsm\".\n", "230828-04:45:08,212 nipype.workflow INFO:\n", "\t [Node] Executing \"ants_transform-segmentation-to-qsm\" \n", "230828-04:45:08,588 nipype.workflow INFO:\n", "\t [Node] Finished \"ants_transform-segmentation-to-qsm\", elapsed time 0.374952s.\n", "230828-04:45:10,141 nipype.workflow INFO:\n", "\t [Job 19] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.ants_transform-segmentation-to-qsm).\n", "230828-04:45:10,143 nipype.workflow INFO:\n", "\t [MultiProc] Running 0 tasks, and 1 jobs ready. Free memory (GB): 224.31/224.31, Free processors: 16/16.\n", "230828-04:45:10,209 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.analyse_qsm\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/analyse_qsm\".\n", "230828-04:45:10,213 nipype.workflow INFO:\n", "\t [Node] Executing \"analyse_qsm\" \n", "230828-04:45:12,144 nipype.workflow INFO:\n", "\t [MultiProc] Running 1 tasks, and 0 jobs ready. Free memory (GB): 224.11/224.31, Free processors: 15/16.\n", " Currently running:\n", " * workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.analyse_qsm\n", "230828-04:45:52,979 nipype.workflow INFO:\n", "\t [Node] Finished \"analyse_qsm\", elapsed time 42.764791s.\n", "230828-04:45:54,185 nipype.workflow INFO:\n", "\t [Job 35] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.analyse_qsm).\n", "230828-04:45:54,186 nipype.workflow INFO:\n", "\t [MultiProc] Running 0 tasks, and 1 jobs ready. Free memory (GB): 224.31/224.31, Free processors: 16/16.\n", "230828-04:45:54,251 nipype.workflow INFO:\n", "\t [Node] Setting-up \"workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsmxt_datasink\" in \"/home/jovyan/example-notebooks/books/structural_imaging/qsm/workflow/sub-2/ses-20170705/qsmxt_acq-qsmp21mmisote20_run-01/qsmxt_datasink\".\n", "230828-04:45:54,258 nipype.workflow INFO:\n", "\t [Node] Executing \"qsmxt_datasink\" \n", "230828-04:45:54,260 nipype.workflow INFO:\n", "\t [Node] Finished \"qsmxt_datasink\", elapsed time 0.001011s.\n", "230828-04:45:56,186 nipype.workflow INFO:\n", "\t [Job 37] Completed (workflow.sub-2.ses-20170705.qsmxt_acq-qsmp21mmisote20_run-01.qsmxt_datasink).\n", "230828-04:45:56,188 nipype.workflow INFO:\n", "\t [MultiProc] Running 0 tasks, and 0 jobs ready. Free memory (GB): 224.31/224.31, Free processors: 16/16.\n", "[INFO]: Finished\n" ] } ], "source": [ "!qsmxt bids qsm \\\n", " --premade fast \\\n", " --do_qsm \\\n", " --do_segmentation \\\n", " --do_analysis \\\n", " --auto_yes" ] }, { "cell_type": "markdown", "id": "5bd82d02-5fa4-4734-85d9-f949a46ce0c5", "metadata": { "id": "5bd82d02-5fa4-4734-85d9-f949a46ce0c5" }, "source": [ "# View results" ] }, { "cell_type": "markdown", "id": "42801eb6-fcbb-40de-8a62-ffaea05c898c", "metadata": { "id": "42801eb6-fcbb-40de-8a62-ffaea05c898c" }, "source": [ "Let's have a look at the generated `qsm` folder:" ] }, { "cell_type": "code", "execution_count": 14, "id": "d291c6e8-caf2-4aa8-9073-248287dcef68", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "d291c6e8-caf2-4aa8-9073-248287dcef68", "outputId": "8a72572c-18eb-4306-f71d-5a3e94bc4c77" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[01;34mqsm/\u001b[00m\n", "├── \u001b[01;34manalysis\u001b[00m\n", "├── \u001b[01;34mqsm\u001b[00m\n", "├── \u001b[01;34msegmentations\u001b[00m\n", "├── \u001b[01;34mworkflow\u001b[00m\n", "├── command.txt\n", "├── pypeline.log\n", "├── qsmxt.log\n", "├── references.txt\n", "└── settings.json\n", "\n", "4 directories, 5 files\n" ] } ], "source": [ "!tree qsm/ -L 1 --dirsfirst" ] }, { "cell_type": "markdown", "id": "6b0c7f44-1bb3-4004-be03-eb3e9807618b", "metadata": { "id": "6b0c7f44-1bb3-4004-be03-eb3e9807618b" }, "source": [ "The `references.txt` file contains a list of all the algorithms used and relevant citations:" ] }, { "cell_type": "code", "execution_count": 15, "id": "2e86b5f3-1e73-42c0-8cd3-d75dadda7b71", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "2e86b5f3-1e73-42c0-8cd3-d75dadda7b71", "outputId": "a02d2243-a25c-4175-c8e1-f4103919f5e5" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "== References ==\n", "\n", " - QSMxT: Stewart AW, Robinson SD, O'Brien K, et al. QSMxT: Robust masking and artifact reduction for quantitative susceptibility mapping. Magnetic Resonance in Medicine. 2022;87(3):1289-1300. doi:10.1002/mrm.29048\n", "\n", " - QSMxT: Stewart AW, Bollman S, et al. QSMxT/QSMxT. GitHub; 2022. https://github.com/QSMxT/QSMxT\n", "\n", " - Python package - Nipype: Gorgolewski K, Burns C, Madison C, et al. Nipype: A Flexible, Lightweight and Extensible Neuroimaging Data Processing Framework in Python. Frontiers in Neuroinformatics. 2011;5. Accessed April 20, 2022. doi:10.3389/fninf.2011.00013\n", "\n", " - Brain extraction: Smith SM. Fast robust automated brain extraction. Human Brain Mapping. 2002;17(3):143-155. doi:10.1002/hbm.10062\n", "\n", " - Brain extraction: Liangfu Chen. liangfu/bet2 - Standalone Brain Extraction Tool. GitHub; 2015. https://github.com/liangfu/bet2\n", "\n", " - Unwrapping algorithm - ROMEO: Dymerska B, Eckstein K, Bachrata B, et al. Phase unwrapping with a rapid opensource minimum spanning tree algorithm (ROMEO). Magnetic Resonance in Medicine. 2021;85(4):2294-2308. doi:10.1002/mrm.28563\n", "\n", " - Background field removal - V-SHARP: Wu B, Li W, Guidon A et al. Whole brain susceptibility mapping using compressed sensing. Magnetic resonance in medicine. 2012 Jan;67(1):137-47. doi:10.1002/mrm.23000\n", "\n", " - QSM algorithm - RTS: Kames C, Wiggermann V, Rauscher A. Rapid two-step dipole inversion for susceptibility mapping with sparsity priors. Neuroimage. 2018 Feb 15;167:276-83. doi:10.1016/j.neuroimage.2017.11.018\n", "\n", " - Julia package - QSM.jl: kamesy. GitHub; 2022. https://github.com/kamesy/QSM.jl\n", "\n", " - Julia package - MriResearchTools: Eckstein K. korbinian90/MriResearchTools.jl. GitHub; 2022. https://github.com/korbinian90/MriResearchTools.jl\n", "\n", " - Python package - nibabel: Brett M, Markiewicz CJ, Hanke M, et al. nipy/nibabel. GitHub; 2019. https://github.com/nipy/nibabel\n", "\n", " - Python package - scipy: Virtanen P, Gommers R, Oliphant TE, et al. SciPy 1.0: fundamental algorithms for scientific computing in Python. Nat Methods. 2020;17(3):261-272. doi:10.1038/s41592-019-0686-2\n", "\n", " - Python package - numpy: Harris CR, Millman KJ, van der Walt SJ, et al. Array programming with NumPy. Nature. 2020;585(7825):357-362. doi:10.1038/s41586-020-2649-2\n", "\n", " - FastSurfer: Henschel L, Conjeti S, Estrada S, Diers K, Fischl B, Reuter M. FastSurfer - A fast and accurate deep learning based neuroimaging pipeline. NeuroImage. 2020;219:117012. doi:10.1016/j.neuroimage.2020.117012\n", "\n", " - ANTs: Avants BB, Tustison NJ, Johnson HJ. Advanced Normalization Tools. GitHub; 2022. https://github.com/ANTsX/ANTs\n", "\n" ] } ], "source": [ "!cat qsm/references.txt" ] }, { "cell_type": "markdown", "id": "81ff07b6-dffa-44ba-91b7-ce37399d5de4", "metadata": { "id": "81ff07b6-dffa-44ba-91b7-ce37399d5de4" }, "source": [ "Let's view one of the QSM results:" ] }, { "cell_type": "markdown", "id": "21d6d88e-ad10-4f66-adcb-2fed3ff93ccc", "metadata": {}, "source": [ "## QSM results" ] }, { "cell_type": "code", "execution_count": 16, "id": "d5f8cd77-a766-477b-8b3f-af901bcb2fc1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[01;34mqsm/qsm\u001b[00m\n", "├── sub-1_ses-20170705_acq-qsmp21mmisote20_run-01_part-phase_T2starw_scaled_romeo-unwrapped_normalized_vsharp_rts.nii\n", "└── sub-2_ses-20170705_acq-qsmp21mmisote20_run-01_part-phase_T2starw_scaled_romeo-unwrapped_normalized_vsharp_rts.nii\n", "\n", "0 directories, 2 files\n" ] } ], "source": [ "!tree qsm/qsm -L 1 --dirsfirst" ] }, { "cell_type": "code", "execution_count": 17, "id": "65539c09-9fdf-4faf-91eb-e296ae579159", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 283 }, "id": "65539c09-9fdf-4faf-91eb-e296ae579159", "outputId": "4fcdb16c-7817-42e1-f7bb-cb84fef068b6" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "show_nii(glob(\"qsm/qsm/*.nii*\")[0], cmap='gray', vmin=-0.15, vmax=+0.15, interpolation='nearest')" ] }, { "cell_type": "markdown", "id": "81070baa-330a-4abe-9388-9666cf4e4ae5", "metadata": {}, "source": [ "## Segmentations" ] }, { "cell_type": "markdown", "id": "2a24a573-fced-42d6-b974-743b0fd9cffb", "metadata": {}, "source": [ "Segmentations are generated in both the QSM space and the T1-weighted space. Transformations are also made available." ] }, { "cell_type": "code", "execution_count": 18, "id": "f6f7a087-b09e-4f49-a450-ce7e8eff9e2e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[01;34mqsm/segmentations\u001b[00m\n", "├── \u001b[01;34mqsm\u001b[00m\n", "│   ├── sub-1_ses-20170705_acq-mp2ragehighres0p5isoslab_run-01_T1w_segmentation_nii_trans.nii\n", "│   └── sub-2_ses-20170705_acq-mp2ragehighres0p5isoslab_run-01_T1w_segmentation_nii_trans.nii\n", "├── \u001b[01;34mt1w\u001b[00m\n", "│   ├── sub-1_ses-20170705_acq-mp2ragehighres0p5isoslab_run-01_T1w_segmentation_nii.nii\n", "│   └── sub-2_ses-20170705_acq-mp2ragehighres0p5isoslab_run-01_T1w_segmentation_nii.nii\n", "└── \u001b[01;34mtransforms\u001b[00m\n", " ├── sub-1_ses-20170705_acq-{acq}_run-01_0GenericAffine.mat\n", " └── sub-2_ses-20170705_acq-{acq}_run-01_0GenericAffine.mat\n", "\n", "3 directories, 6 files\n" ] } ], "source": [ "!tree qsm/segmentations" ] }, { "cell_type": "code", "execution_count": 19, "id": "4a3107eb-da80-42d7-b0fc-c8e35bb89d98", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "show_nii(glob(\"qsm/segmentations/qsm/*.nii*\")[0], cmap='terrain', vmin=0, vmax=96, interpolation='nearest')" ] }, { "cell_type": "markdown", "id": "2e1fbcce-2af9-4509-ab92-fe8d6992ba6d", "metadata": { "id": "2e1fbcce-2af9-4509-ab92-fe8d6992ba6d" }, "source": [ "## Analysis CSVs" ] }, { "cell_type": "markdown", "id": "8c81ac52-bdce-4ebe-af11-ba2fde9bdad8", "metadata": {}, "source": [ "Here, we can see CSV files have been exported containing susceptibility values in regions of interest for each subject:" ] }, { "cell_type": "code", "execution_count": 20, "id": "e883fa82-d2dc-49de-a9bd-81e1f0e5a6b3", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "e883fa82-d2dc-49de-a9bd-81e1f0e5a6b3", "outputId": "cadecdc6-424c-42ba-9ea2-a3daf5cd092e", "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[01;34mqsm/analysis\u001b[00m\n", "├── sub-1_ses-20170705_acq-qsmp21mmisote20_run-01_part-phase_T2starw_scaled_romeo-unwrapped_normalized_vsharp_rts_csv.csv\n", "└── sub-2_ses-20170705_acq-qsmp21mmisote20_run-01_part-phase_T2starw_scaled_romeo-unwrapped_normalized_vsharp_rts_csv.csv\n", "\n", "0 directories, 2 files\n" ] } ], "source": [ "!tree qsm/analysis" ] }, { "cell_type": "markdown", "id": "4b3859bb-b0e9-431e-b286-0ec81907c777", "metadata": {}, "source": [ "Here we will load the CSVs, inspect the data and generate figures:" ] }, { "cell_type": "code", "execution_count": 21, "id": "661411db-261d-484a-a9b4-6108cc241e16", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: seaborn in /opt/conda/lib/python3.10/site-packages (0.12.2)\n", "Requirement already satisfied: numpy in /opt/conda/lib/python3.10/site-packages (1.25.2)\n", "Requirement already satisfied: nibabel in /opt/conda/lib/python3.10/site-packages (4.0.2)\n", "Requirement already satisfied: pandas in /opt/conda/lib/python3.10/site-packages (2.0.3)\n", "Requirement already satisfied: matplotlib in /opt/conda/lib/python3.10/site-packages (3.6.2)\n", "Requirement already satisfied: setuptools in /opt/conda/lib/python3.10/site-packages (from nibabel) (65.6.3)\n", "Requirement already satisfied: packaging>=17.0 in /opt/conda/lib/python3.10/site-packages (from nibabel) (22.0)\n", "Requirement already satisfied: python-dateutil>=2.8.2 in /opt/conda/lib/python3.10/site-packages (from pandas) (2.8.2)\n", "Requirement already satisfied: tzdata>=2022.1 in /opt/conda/lib/python3.10/site-packages (from pandas) (2023.3)\n", "Requirement already satisfied: pytz>=2020.1 in /opt/conda/lib/python3.10/site-packages (from pandas) (2022.7)\n", "Requirement already satisfied: pillow>=6.2.0 in /opt/conda/lib/python3.10/site-packages (from matplotlib) (9.2.0)\n", "Requirement already satisfied: cycler>=0.10 in /opt/conda/lib/python3.10/site-packages (from matplotlib) (0.11.0)\n", "Requirement already satisfied: kiwisolver>=1.0.1 in /opt/conda/lib/python3.10/site-packages (from matplotlib) (1.4.4)\n", "Requirement already satisfied: pyparsing>=2.2.1 in /opt/conda/lib/python3.10/site-packages (from matplotlib) (3.0.9)\n", "Requirement already satisfied: contourpy>=1.0.1 in /opt/conda/lib/python3.10/site-packages (from matplotlib) (1.0.6)\n", "Requirement already satisfied: fonttools>=4.22.0 in /opt/conda/lib/python3.10/site-packages (from matplotlib) (4.38.0)\n", "Requirement already satisfied: six>=1.5 in /opt/conda/lib/python3.10/site-packages (from python-dateutil>=2.8.2->pandas) (1.16.0)\n" ] } ], "source": [ "!pip install seaborn numpy nibabel pandas matplotlib" ] }, { "cell_type": "code", "execution_count": 22, "id": "5006ee7b-7a2a-4661-bcc7-f14a77525f8e", "metadata": {}, "outputs": [], "source": [ "# import modules\n", "import numpy as np\n", "import nibabel as nib\n", "import pandas as pd\n", "import seaborn as sns\n", "from matplotlib import pyplot as plt\n", "from glob import glob" ] }, { "cell_type": "markdown", "id": "b07279ea-9e7e-4cc7-966e-fea2d73143ca", "metadata": {}, "source": [ "The raw CSV files use names from FreeSurfer as exported by FastSurfer. The full list of regions is available [here](https://github.com/QSMxT/QSMxT/blob/master/aseg_labels.csv)." ] }, { "cell_type": "code", "execution_count": 23, "id": "099fb0cf-ebda-43a4-85d3-202dd1c1b736", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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roinum_voxelsminmaxmedianmeanstd
03rd-Ventricle586-0.2371640.125742-0.019675-0.0230150.034695
14th-Ventricle1559-0.1261980.031669-0.049291-0.0511980.027234
2Brain-Stem18858-0.2812790.103408-0.044077-0.0399810.028722
3CSF770-1.3989960.9462920.0265680.0274020.147044
4Left-Accumbens-area521-0.1434440.1294200.0285550.0236900.032063
........................
91ctx-rh-superiorfrontal29625-0.1335450.252691-0.004135-0.0092950.025207
92ctx-rh-superiorparietal12193-0.0840400.196441-0.014620-0.0142320.020587
93ctx-rh-superiortemporal16220-0.1115540.2491890.0065990.0128110.024041
94ctx-rh-supramarginal12193-0.0823190.2405260.0191890.0201130.022540
95ctx-rh-transversetemporal12450.0006280.1718560.0347730.0357690.015936
\n", "

96 rows × 7 columns

\n", "
" ], "text/plain": [ " roi num_voxels min max median \\\n", "0 3rd-Ventricle 586 -0.237164 0.125742 -0.019675 \n", "1 4th-Ventricle 1559 -0.126198 0.031669 -0.049291 \n", "2 Brain-Stem 18858 -0.281279 0.103408 -0.044077 \n", "3 CSF 770 -1.398996 0.946292 0.026568 \n", "4 Left-Accumbens-area 521 -0.143444 0.129420 0.028555 \n", ".. ... ... ... ... ... \n", "91 ctx-rh-superiorfrontal 29625 -0.133545 0.252691 -0.004135 \n", "92 ctx-rh-superiorparietal 12193 -0.084040 0.196441 -0.014620 \n", "93 ctx-rh-superiortemporal 16220 -0.111554 0.249189 0.006599 \n", "94 ctx-rh-supramarginal 12193 -0.082319 0.240526 0.019189 \n", "95 ctx-rh-transversetemporal 1245 0.000628 0.171856 0.034773 \n", "\n", " mean std \n", "0 -0.023015 0.034695 \n", "1 -0.051198 0.027234 \n", "2 -0.039981 0.028722 \n", "3 0.027402 0.147044 \n", "4 0.023690 0.032063 \n", ".. ... ... \n", "91 -0.009295 0.025207 \n", "92 -0.014232 0.020587 \n", "93 0.012811 0.024041 \n", "94 0.020113 0.022540 \n", "95 0.035769 0.015936 \n", "\n", "[96 rows x 7 columns]" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pd.read_csv(glob(\"qsm/analysis/sub-1*.csv\")[0])" ] }, { "cell_type": "markdown", "id": "740ddf37-1f9d-41b3-b9dd-dcf63129196e", "metadata": { "id": "740ddf37-1f9d-41b3-b9dd-dcf63129196e" }, "source": [ "We will select a subset of these ROIs and give them more readable names:" ] }, { "cell_type": "code", "execution_count": 24, "id": "c0eaa5b4-5486-4930-b641-df6eb5e7fc93", "metadata": { "id": "c0eaa5b4-5486-4930-b641-df6eb5e7fc93" }, "outputs": [], "source": [ "# define regions of interest\n", "# see https://github.com/QSMxT/QSMxT/blob/master/aseg_labels.csv for a full list\n", "rois = { \n", " \"Thalamus\" : [9, 10, 48, 49],\n", " \"Pallidum\" : [12, 13, 52, 53],\n", " \"Caudate\" : [11, 50],\n", " \"Putamen\" : [12, 51],\n", " \"Brain stem\" : [16],\n", " \"CSF\" : [24, 122, 257, 701],\n", " \"White matter\" : [2, 7, 41, 46, 177]\n", "}\n", "roi_names = { value: key for key in rois for value in rois[key] }\n", "roi_ids = [value for roi in rois.values() for value in roi]" ] }, { "cell_type": "code", "execution_count": 25, "id": "3823f4fd-7268-42f9-9ebe-804526cad8fa", "metadata": { "id": "3823f4fd-7268-42f9-9ebe-804526cad8fa" }, "outputs": [], "source": [ "# load a reconstruction\n", "qsm = nib.load(glob(\"qsm/qsm/*.nii*\")[0]).get_fdata().flatten()\n", "seg = nib.load(glob(\"qsm/segmentations/qsm/*.nii*\")[0]).get_fdata().flatten()" ] }, { "cell_type": "code", "execution_count": 26, "id": "d55c047a-1064-4fa9-a634-962e3aad6ba0", "metadata": { "id": "d55c047a-1064-4fa9-a634-962e3aad6ba0" }, "outputs": [], "source": [ "# retain only the rois\n", "qsm = qsm[np.isin(seg, roi_ids)]\n", "seg = seg[np.isin(seg, roi_ids)]" ] }, { "cell_type": "code", "execution_count": 27, "id": "c1153024-bff6-4a1d-9f45-5716184a7c1f", "metadata": { "id": "c1153024-bff6-4a1d-9f45-5716184a7c1f" }, "outputs": [], "source": [ "# convert to a dataframe for plotting purposes\n", "seg = pd.Series(seg).map(roi_names)\n", "data = pd.DataFrame({ 'qsm' : qsm, 'seg' : seg })" ] }, { "cell_type": "code", "execution_count": 28, "id": "5bd4f92d-5f2a-42a7-9b6c-7cf12a1743cf", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "5bd4f92d-5f2a-42a7-9b6c-7cf12a1743cf", "outputId": "4791252b-87ee-4235-ff5b-1155acabb7dc" }, "outputs": [ { "data": { "text/html": [ "
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meanstd
seg
Brain stem-0.0400.029
White matter-0.0020.028
CSF0.0270.147
Thalamus0.0300.034
Pallidum0.0330.060
Putamen0.0470.033
Caudate0.0480.023
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" ], "text/plain": [ " mean std\n", "seg \n", "Brain stem -0.040 0.029\n", "White matter -0.002 0.028\n", "CSF 0.027 0.147\n", "Thalamus 0.030 0.034\n", "Pallidum 0.033 0.060\n", "Putamen 0.047 0.033\n", "Caudate 0.048 0.023" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# summarise data by region including the average and standard deviation\n", "data.groupby('seg')['qsm'].agg(['mean', 'std']).sort_values('mean').round(decimals=3)" ] }, { "cell_type": "code", "execution_count": 29, "id": "44ce39d2-38ae-404e-8f33-1768121a99d3", "metadata": { "id": "44ce39d2-38ae-404e-8f33-1768121a99d3" }, "outputs": [], "source": [ "medians = data.groupby('seg')['qsm'].median().sort_values()\n", "order = medians.index" ] }, { "cell_type": "code", "execution_count": 30, "id": "9459199e-54ba-499e-bcb6-01686af3978f", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 533 }, "id": "9459199e-54ba-499e-bcb6-01686af3978f", "outputId": "cd6bd61e-adf5-4a08-9b2b-b3f0791590c4" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot\n", "fig = plt.figure()\n", "ax = sns.boxplot(data, y='qsm', x='seg', fliersize=0, color='lightblue', order=order)\n", "ax.set_xticklabels(ax.get_xticklabels(), ha='right', rotation=45)\n", "ax.set_ylim(-0.2, 0.3)\n", "ax.axhline(y=0, color='pink', linestyle='-', linewidth=1, zorder=-1)\n", "ax.set_xlabel(\"Region of interest\")\n", "ax.set_ylabel(\"Susceptibility (ppm)\")\n", "ax.set_title(\"QSM\")\n", "plt.show()" ] } ], "metadata": { "colab": { "include_colab_link": true, "provenance": [] }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.4" } }, "nbformat": 4, "nbformat_minor": 5 }