{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "DHMI9TVTp4_k"
},
"source": [
"\n",
""
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "GCyw2uDqp4_u"
},
"source": [
"# Introduction to Preprocessing\n",
"\n",
"Author: Marla Pinkert\n",
"\n",
"This notebook is geared towards people who are taking their **first steps** preprocessing fMRI data and want to learn more, and also towards people who are interested in **teaching** using Neurodesk and want to check out an example to see whether this might be a fit for them. Specifically, we will look at how to deal with **motion**. There will be explanations on what we are doing along the way!\n",
"\n",
"We will use the [NYU Slow Flanker dataset from Openneuro](https://openneuro.org/datasets/ds000102/versions/00001). In this study, healthy adults underwent MRI scanning while performing an event-related [Eriksen Flanker task](https://en.wikipedia.org/wiki/Eriksen_flanker_task).\n",
"\n",
"Objectives:\n",
"\n",
"- Using Neurodesk to access neuroimaging analysis software within Colab\n",
"- Understanding Nipype interfaces\n",
"- Learning how to do quality checks regarding motion"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "vTPrJMoRp4_w"
},
"source": [
"## Setup Neurodesk\n",
"There are many different packages and software used to preprocess MRI data. Installing them locally can be complicated and frustrating. Especially for teaching, when you have to make sure everyone is able install specific software, or as a student, when you are just starting out. We will therefore use Neurodesk to provide us with an environment which already comes with all we need - no complicated set-up."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"id": "JQCtzPXvp4_x",
"vscode": {
"languageId": "plaintext"
}
},
"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/')))))"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "Fy8pcG85p4_6"
},
"source": [
"## Data preparation"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "zSdi2sod1yet",
"outputId": "ddd09e5d-350d-499b-b90d-3bafbe8a8b91"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"/data\n",
"It is highly recommended to configure Git before using DataLad. Set both 'user.name' and 'user.email' configuration variables.\n",
"Clone attempt: 0% 0.00/2.00 [00:00, ? Candidate locations/s]\n",
"Enumerating: 0.00 Objects [00:00, ? Objects/s]\u001b[A\n",
" \u001b[A\n",
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"[INFO ] Author identity unknown\n",
"| \n",
"| *** Please tell me who you are.\n",
"| \n",
"| Run\n",
"| \n",
"| git config --global user.email \"you@example.com\"\n",
"| git config --global user.name \"Your Name\"\n",
"| \n",
"| to set your account's default identity.\n",
"| Omit --global to set the identity only in this repository.\n",
"| \n",
"| fatal: unable to auto-detect email address (got 'root@9938e9644327.(none)') \n",
"[INFO ] scanning for unlocked files (this may take some time) \n",
"[INFO ] Remote origin not usable by git-annex; setting annex-ignore \n",
"[INFO ] access to 1 dataset sibling s3-PRIVATE not auto-enabled, enable with:\n",
"| \t\tdatalad siblings -d \"/data/ds000102\" enable -s s3-PRIVATE \n",
"\u001b[1;1minstall\u001b[0m(\u001b[1;32mok\u001b[0m): /data/ds000102 (\u001b[1;35mdataset\u001b[0m)\n",
"It is highly recommended to configure Git before using DataLad. Set both 'user.name' and 'user.email' configuration variables.\n",
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"\u001b[1;1mget\u001b[0m(\u001b[1;32mok\u001b[0m): sub-01/anat/sub-01_T1w.nii.gz (\u001b[1;35mfile\u001b[0m) [from s3-PUBLIC...]\n",
"\u001b[1;1mget\u001b[0m(\u001b[1;32mok\u001b[0m): sub-01/func/sub-01_task-flanker_run-1_bold.nii.gz (\u001b[1;35mfile\u001b[0m) [from s3-PUBLIC...]\n",
"\u001b[1;1mget\u001b[0m(\u001b[1;32mok\u001b[0m): sub-01/func/sub-01_task-flanker_run-2_bold.nii.gz (\u001b[1;35mfile\u001b[0m) [from s3-PUBLIC...]\n",
"\u001b[1;1mget\u001b[0m(\u001b[1;32mok\u001b[0m): sub-01 (\u001b[1;35mdirectory\u001b[0m)\n",
"action summary:\n",
" get (ok: 4)\n"
]
}
],
"source": [
"# download data\n",
"!mkdir /data\n",
"%cd /data\n",
"!datalad install https://github.com/OpenNeuroDatasets/ds000102.git\n",
"!cd ds000102 && datalad get sub-01"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "Oo27BeDJp4_9"
},
"source": [
"## FSL and MCFLIRT\n",
"**FSL** is a commonly used **library of analysis tools** for fMRI. It has a GUI, but can be used via the command line as well. We can use it for both preprocessing and first- and second-level analysis, however, we will use it for **preprocessing** only. Although you would often combine different tools, so you can cherry pick the best ones, it is completely possible to do every preprocessing step within FSL.\n",
"\n",
"**MCFLIRT** is an FSL tool which we can use for **realigning** our functional data and calculation of **motion parameters**. We can not only run it using the command line, but also via a Nipype interface."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"id": "_TymNC5ip4_-",
"vscode": {
"languageId": "plaintext"
}
},
"outputs": [],
"source": [
"# This enables us to access FSL using Neurodesk\n",
"import lmod\n",
"await lmod.load('fsl/6.0.4')\n",
"\n",
"# this makes it so FSL knows how we want our output files\n",
"os.environ[\"FSLOUTPUTTYPE\"]=\"NIFTI_GZ\""
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "1iljKdE6uz8r"
},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "JpljatZ8u49p"
},
"source": [
"Above, the basic steps of preprocessing a functional file are demonstrated. There is an endless amount of steps to add, and variations in the ordering of the steps. For example, depending how your data was aqcuired, you might want to start **slice-timing correction** before **realignment** (see [here](https://www.fil.ion.ucl.ac.uk/spm/docs/tutorials/fmri/preprocessing/slice_timing/) for more information). However, **smoothing** usually is the last step."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "aRv3Q-oZv0cL"
},
"source": [
"Let's first check which flags the command line tool MCLFLIRT needs:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "lTjn5cDvp4__",
"outputId": "1aacd618-4c78-42d8-b1a0-6efd0657d69c",
"vscode": {
"languageId": "plaintext"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Usage: mcflirt -in [options]\n",
"\n",
" Available options are:\n",
" -out, -o (default is infile_mcf)\n",
" -cost {mutualinfo,woods,corratio,normcorr,normmi,leastsquares} (default is normcorr)\n",
" -bins (default is 256)\n",
" -dof (default is 6)\n",
" -refvol (default is no_vols/2)- registers to (n+1)th volume in series\n",
" -reffile, -r use a separate 3d image file as the target for registration (overrides refvol option)\n",
" -scaling (6.0 is default)\n",
" -smooth (1.0 is default - controls smoothing in cost function)\n",
" -rotation specify scaling factor for rotation optimization tolerances\n",
" -verbose (0 is least and default)\n",
" -stages (default is 3 - specify 4 for final sinc interpolation)\n",
" -fov (default is 20mm - specify size of field of view when padding 2d volume)\n",
" -2d Force padding of volume\n",
" -sinc_final (applies final transformations using sinc interpolation)\n",
" -spline_final (applies final transformations using spline interpolation)\n",
" -nn_final (applies final transformations using Nearest Neighbour interpolation)\n",
" -init (initial transform matrix to apply to all vols)\n",
" -gdt (run search on gradient images)\n",
" -meanvol register timeseries to mean volume (overrides refvol and reffile options)\n",
" -stats produce variance and std. dev. images\n",
" -mats save transformation matricies in subdirectory outfilename.mat\n",
" -plots save transformation parameters in file outputfilename.par\n",
" -report report progress to screen\n",
" -help\n"
]
}
],
"source": [
"!mcflirt -help"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "YBXocLqlwNtz"
},
"source": [
"Now, we are ready to run **MCFLIRT** on the first run of our first subject. Apart from the inpute file (`in_file`), we specify we want to save the transformation parameters (`-plots`)."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"id": "BJFj4Jqkwyga"
},
"outputs": [],
"source": [
"# run mcflirt\n",
"!mcflirt -in ds000102/sub-01/func/sub-01_task-flanker_run-1_bold.nii.gz -plots"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "--DDogMD22xV"
},
"source": [
"In the `/func` folder of our first subject, two new files have appeared: `sub-01_task-flanker_run-1_bold_mcf.nii.gz` and `sub-01_task-flanker_run-1_bold_mcf.par`. The NIfTI file is our **realigned** functional file, the .par file contains our **motion parameters**!"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "6IuTl68TRbhE"
},
"source": [
"## Nipype Interfaces\n",
"It is possible to do this exact same thing (using `MCFLIRT`) in Python using a **Nipype** interface. Nipype is an open-source project that allows for integrating a variety of different neuroimaging softwares into a single workflow. Nipype provides \"wrappers\" (= **interfaces**) for tools and software that is written in other languages than Python.\n",
"\n",
"When we use Nipype, we use the interface **classes** provided by Nipype to instantiate **objects** we can use for analysis.\n",
"\n",
"So, what are objects and classes? One way to think about **classes** is to view them as a sort of construction plan, or blueprint. Imagine a development area in a town where many very similar looking family homes are being built. Usually, these sorts of building projects still offer buyers certain customization options - such as the color, the doors, whether there is a garage. So, the construction plan (class) already contains all the information for building the house, and the custommized houses themselves would then correspond to different **objects** derived fromm the **class**."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "QOsb1N1WSlY0"
},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "hd_51MDjXgOs"
},
"source": [
"To use `MCFLIRT` via Nipype, we have to import the `MCFLIRT` **class** that wraps the functionality of the tool within Python.\n",
"\n",
"The `nipype.interfaces` module gives us access to many different external tools and software - of course these external tools have to be installed for this to work. You can find a list of all the available packages [here](https://nipype.readthedocs.io/en/latest/api/generated/nipype.interfaces.html).\n",
"\n",
"For `MCFLIRT`, we will import the `fsl` module."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"id": "CGRLaN95Upet"
},
"outputs": [],
"source": [
"from nipype.interfaces import fsl"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "QZmQUkytOFyN"
},
"source": [
"First, let's have a look at the docstring of the ```MCFLIRT``` class:"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "MNjj2V_yVcyr",
"outputId": "9a9b4152-2112-4472-f946-02e2ec6390f9"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Help on class MCFLIRT in module nipype.interfaces.fsl.preprocess:\n",
"\n",
"class MCFLIRT(nipype.interfaces.fsl.base.FSLCommand)\n",
" | MCFLIRT(**inputs)\n",
" | \n",
" | FSL MCFLIRT wrapper for within-modality motion correction\n",
" | \n",
" | For complete details, see the `MCFLIRT Documentation.\n",
" | `_\n",
" | \n",
" | Examples\n",
" | --------\n",
" | >>> from nipype.interfaces import fsl\n",
" | >>> mcflt = fsl.MCFLIRT()\n",
" | >>> mcflt.inputs.in_file = 'functional.nii'\n",
" | >>> mcflt.inputs.cost = 'mutualinfo'\n",
" | >>> mcflt.inputs.out_file = 'moco.nii'\n",
" | >>> mcflt.cmdline\n",
" | 'mcflirt -in functional.nii -cost mutualinfo -out moco.nii'\n",
" | >>> res = mcflt.run() # doctest: +SKIP\n",
" | \n",
" | Method resolution order:\n",
" | MCFLIRT\n",
" | nipype.interfaces.fsl.base.FSLCommand\n",
" | nipype.interfaces.base.core.CommandLine\n",
" | nipype.interfaces.base.core.BaseInterface\n",
" | nipype.interfaces.base.core.Interface\n",
" | builtins.object\n",
" | \n",
" | Data and other attributes defined here:\n",
" | \n",
" | input_spec = .inputs.output_type.\n",
" | \n",
" | ----------------------------------------------------------------------\n",
" | Readonly properties inherited from nipype.interfaces.fsl.base.FSLCommand:\n",
" | \n",
" | version\n",
" | interfaces should implement a version property\n",
" | \n",
" | ----------------------------------------------------------------------\n",
" | Methods inherited from nipype.interfaces.base.core.CommandLine:\n",
" | \n",
" | raise_exception(self, runtime)\n",
" | \n",
" | version_from_command(self, flag='-v', cmd=None)\n",
" | \n",
" | ----------------------------------------------------------------------\n",
" | Class methods inherited from nipype.interfaces.base.core.CommandLine:\n",
" | \n",
" | set_default_terminal_output(output_type) from builtins.type\n",
" | Set the default terminal output for CommandLine Interfaces.\n",
" | \n",
" | This method is used to set default terminal output for\n",
" | CommandLine Interfaces. However, setting this will not\n",
" | update the output type for any existing instances. For these,\n",
" | assign the .terminal_output.\n",
" | \n",
" | ----------------------------------------------------------------------\n",
" | Readonly properties inherited from nipype.interfaces.base.core.CommandLine:\n",
" | \n",
" | cmd\n",
" | sets base command, immutable\n",
" | \n",
" | cmdline\n",
" | `command` plus any arguments (args)\n",
" | validates arguments and generates command line\n",
" | \n",
" | ----------------------------------------------------------------------\n",
" | Data descriptors inherited from nipype.interfaces.base.core.CommandLine:\n",
" | \n",
" | terminal_output\n",
" | \n",
" | write_cmdline\n",
" | \n",
" | ----------------------------------------------------------------------\n",
" | Methods inherited from nipype.interfaces.base.core.BaseInterface:\n",
" | \n",
" | aggregate_outputs(self, runtime=None, needed_outputs=None)\n",
" | Collate expected outputs and apply output traits validation.\n",
" | \n",
" | load_inputs_from_json(self, json_file, overwrite=True)\n",
" | A convenient way to load pre-set inputs from a JSON file.\n",
" | \n",
" | run(self, cwd=None, ignore_exception=None, **inputs)\n",
" | Execute this interface.\n",
" | \n",
" | This interface will not raise an exception if runtime.returncode is\n",
" | non-zero.\n",
" | \n",
" | Parameters\n",
" | ----------\n",
" | cwd : specify a folder where the interface should be run\n",
" | inputs : allows the interface settings to be updated\n",
" | \n",
" | Returns\n",
" | -------\n",
" | results : :obj:`nipype.interfaces.base.support.InterfaceResult`\n",
" | A copy of the instance that was executed, provenance information and,\n",
" | if successful, results\n",
" | \n",
" | save_inputs_to_json(self, json_file)\n",
" | A convenient way to save current inputs to a JSON file.\n",
" | \n",
" | ----------------------------------------------------------------------\n",
" | Data and other attributes inherited from nipype.interfaces.base.core.BaseInterface:\n",
" | \n",
" | resource_monitor = True\n",
" | \n",
" | ----------------------------------------------------------------------\n",
" | Class methods inherited from nipype.interfaces.base.core.Interface:\n",
" | \n",
" | help(returnhelp=False) from builtins.type\n",
" | Prints class help\n",
" | \n",
" | ----------------------------------------------------------------------\n",
" | Readonly properties inherited from nipype.interfaces.base.core.Interface:\n",
" | \n",
" | always_run\n",
" | Should the interface be always run even if the inputs were not changed?\n",
" | Only applies to interfaces being run within a workflow context.\n",
" | \n",
" | can_resume\n",
" | Defines if the interface can reuse partial results after interruption.\n",
" | Only applies to interfaces being run within a workflow context.\n",
" | \n",
" | ----------------------------------------------------------------------\n",
" | Data descriptors inherited from nipype.interfaces.base.core.Interface:\n",
" | \n",
" | __dict__\n",
" | dictionary for instance variables (if defined)\n",
" | \n",
" | __weakref__\n",
" | list of weak references to the object (if defined)\n",
"\n"
]
}
],
"source": [
"help(fsl.MCFLIRT)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "SpaDVDs_Yutc"
},
"source": [
"The first step when using interfaces is always to create an **object** (or: instance) of the respective interface **class** (in this case the `MCFLIRT` class). We will also specify input and output file, and that we want to \"`save_plots`\" - remember how this relates to the `-plots` flag we used before."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"id": "rZpNOKtnUp9q"
},
"outputs": [],
"source": [
"moco = fsl.MCFLIRT(in_file = \"ds000102/sub-01/func/sub-01_task-flanker_run-1_bold.nii.gz\", out_file = \"ds000102/sub-01/func/sub-01_task-flanker_run-1_bold_mfc.nii.gz\",save_plots=True)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "S52ALp1TOFyO"
},
"source": [
"One attribute that you can find for almost every Nipype interface is ```cmdline```. It refers to the command that will be run on our computer. Nipype interfaces are just wrappers - \"under the hood\", the external non-Python software will run.\n",
"\n",
"If you run into errors with your code, you can try to run this command directly in the command line. Sometimes, that helps to figure out what the issue is."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "at4DTEhrUqJE",
"outputId": "1d39675f-3072-43ca-fe28-dccaf7585199"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"mcflirt -in ds000102/sub-01/func/sub-01_task-flanker_run-1_bold.nii.gz -out ds000102/sub-01/func/sub-01_task-flanker_run-1_bold_mfc.nii.gz -plots\n"
]
}
],
"source": [
"print(moco.cmdline)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "QvpfAZQKOFyO"
},
"source": [
"Now that we have instantiated our `MCFLIRT` object and provided the needed inputs, we can go ahead and run the interface using the `run()` method. This procedure is common to almost all Nipype interfaces:\n",
"1. instanstiate the object of a specific interface class\n",
"2. provide mandatory and optional inputs\n",
"3. run it by using the `run` method."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"id": "HI5xIuHdUyAk"
},
"outputs": [],
"source": [
"moco_res = moco.run()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "Y_dYdZMHJ3Qt"
},
"source": [
"By saving the result of running our object, we can easily access the `outputs` attribute. This is helpful if we forget were we saved our files ;)."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "zUf-mBFxKGE1",
"outputId": "68c26eed-927b-4d7f-c606-642a898ae4e9"
},
"outputs": [
{
"data": {
"text/plain": [
"\n",
"mat_file = \n",
"mean_img = \n",
"out_file = /data/ds000102/sub-01/func/sub-01_task-flanker_run-1_bold_mfc.nii.gz\n",
"par_file = /data/ds000102/sub-01/func/sub-01_task-flanker_run-1_bold_mfc.nii.gz.par\n",
"rms_files = \n",
"std_img = \n",
"variance_img = "
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"moco_res.outputs"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "pNY5v-wMRSuU"
},
"source": [
"## Plotting Motion Parameters\n",
"Now that we calculated our motion parameters, we can get to **plotting** them. First, we load them into memory using numpy, and have a look at their **shape**."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "uYwIZNaiSd45",
"outputId": "f8ecc58e-2aee-4a4c-9c6d-b3874e645a23"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Shape of motion parameter matrix: (146, 6)\n"
]
}
],
"source": [
"import numpy as np\n",
"\n",
"motion_path = \"ds000102/sub-01/func/sub-01_task-flanker_run-1_bold_mcf.par\"\n",
"motion_parameters = np.loadtxt(motion_path)\n",
"print(f\"Shape of motion parameter matrix: {motion_parameters.shape}\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "dwjwk3nsS0Da"
},
"source": [
"A quick look at the shape of our array reveals that there are 146 timepoints and 6 parameters per timepoint. These 6 parameters concern 3 directions (**x, y, and z**) - the **translation**, and 3 angles in which the head can rotate (**pitch, yaw, and roll**) - the **rotation**."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "MbLwMB6a_hqt"
},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "g_Qw1J9RUZhQ"
},
"source": [
"Let's have a look at the first 10 timepoints, and how they are represented in an array."
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "Uz07RNw4UOpm",
"outputId": "f0f30d05-01de-42f5-a57a-494698f148f9"
},
"outputs": [
{
"data": {
"text/plain": [
"array([[-0.00273076, -0.00276311, -0.00237603, -0.154286 , 0.011919 ,\n",
" 0.0328879 ],\n",
" [-0.00298859, -0.00262473, -0.00237603, -0.15885 , 0.0274672 ,\n",
" 0.0875287 ],\n",
" [-0.0029029 , -0.00255196, -0.00224164, -0.166514 , 0.0269606 ,\n",
" 0.0997821 ],\n",
" [-0.00252297, -0.00276311, -0.00237603, -0.166644 , 0.0142047 ,\n",
" 0.0871495 ],\n",
" [-0.00240446, -0.00270943, -0.00237603, -0.168801 , -0.00752524,\n",
" 0.0624465 ],\n",
" [-0.00274884, -0.00258874, -0.00237603, -0.172638 , 0.0512277 ,\n",
" 0.116354 ],\n",
" [-0.00256525, -0.00251282, -0.00203235, -0.15235 , -0.0108426 ,\n",
" 0.0804987 ],\n",
" [-0.00228808, -0.00276311, -0.00200398, -0.163281 , 0.00232863,\n",
" 0.0529415 ],\n",
" [-0.00252837, -0.00250916, -0.00224777, -0.165916 , 0.00128811,\n",
" 0.0960623 ],\n",
" [-0.00249458, -0.00276311, -0.00237603, -0.161301 , 0.00757243,\n",
" 0.0870456 ]])"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"motion_parameters[:10,:]"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "H3NkeM_XTQoD"
},
"source": [
"We now create two plots - the first one using the x, y, and z parameters, the second one using the pitch, yaw, and roll parameters. As you were able to see above, there are no labels to these arrays which tell us which parameter is which. This doesn't matter, as their order is always x, y, z, pitch, yaw, and roll"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 872
},
"id": "jM0rRsrUTbZb",
"outputId": "831afb08-5841-4216-f70f-f8cc10355774"
},
"outputs": [
{
"data": {
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",
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""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%matplotlib inline\n",
"import matplotlib.pyplot as plt\n",
"\n",
"# Create plot\n",
"fig, axes = plt.subplots(nrows=2, ncols=1, figsize=(15,10))\n",
"\n",
"# Plot motion parameters\n",
"axes[0].plot(motion_parameters[:, :3]) # x, y, z\n",
"axes[1].plot(motion_parameters[:, 3:]) # pitch, roll, yaw\n",
"\n",
"# Add labels\n",
"axes[0].set_ylabel(\"translation (mm)\")\n",
"axes[1].set_ylabel(\"rotation (radians)\")\n",
"axes[1].set_xlabel(\"time (TR)\")\n",
"\n",
"axes[0].legend([\"x\",\"y\",\"z\"])\n",
"axes[1].legend([\"pitch\",\"roll\",\"yaw\"])\n",
"\n",
"# Add main figure title\n",
"fig.suptitle(f\"Subject 1, Flanker-Task Run 1: Motion Parameters\",fontsize = 18)\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "O0AGKvQjC4S3"
},
"source": [
"Sometimes, we might introduce motion due to our task. If you like to check whether this is true for your data, it may make sense to check by plotting the timings of the task."
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 889
},
"id": "uDMOp67LBrGh",
"outputId": "80322113-83e9-4535-9e24-b8b9d19122ed"
},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 0.98, 'Subject 1, Flanker-Task Run 1: Motion Parameters')"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Read in events\n",
"import pandas as pd\n",
"events_path = \"/data/ds000102/sub-01/func/sub-01_task-flanker_run-1_events.tsv\"\n",
"events = pd.read_csv(events_path, sep = '\\t')\n",
"\n",
"# get timings of task onset and offset\n",
"task_on = events[\"onset\"]\n",
"task_off = events[\"duration\"]\n",
"\n",
"# Divide by TR\n",
"task_on_tr = (task_on/2).tolist()\n",
"task_off_tr = ((task_on + task_off)/2).tolist()\n",
"\n",
"# Create plot\n",
"fig, axes = plt.subplots(nrows=2, ncols=1, figsize=(15,10))\n",
"\n",
"# Plot motion parameters\n",
"axes[0].plot(motion_parameters[:, :3]) # x, y, z\n",
"axes[1].plot(motion_parameters[:, 3:]) # pitch, roll, yaw\n",
"\n",
"# Plot effort blocks\n",
"for motion_on, motion_off in zip(task_on_tr, task_off_tr):\n",
" axes[0].axvspan(motion_on, motion_off, color='grey', alpha=0.05, lw=0)\n",
"\n",
"for motion_on, motion_off in zip(task_on_tr, task_off_tr):\n",
" axes[1].axvspan(motion_on, motion_off, color='grey', alpha=0.05, lw=0)\n",
"\n",
"\n",
"# Add labels to plots\n",
"axes[0].set_ylabel(\"translation (mm)\")\n",
"axes[1].set_ylabel(\"rotation (radians)\")\n",
"axes[1].set_xlabel(\"time (TR)\")\n",
"\n",
"axes[0].legend([\"x\",\"y\",\"z\"])\n",
"axes[1].legend([\"pitch\",\"roll\",\"yaw\"])\n",
"\n",
"# Add main figure title\n",
"fig.suptitle(f\"Subject 1, Flanker-Task Run 1: Motion Parameters\",fontsize = 18)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "z5APkk4B_uI-"
},
"source": [
"A student in my class had the idea to plot the motion parameters in 3D space, which I thought was fun. See below:"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 417
},
"id": "RnWb4b6UDm9J",
"outputId": "8783fc4b-549d-40b8-f870-eb89b953af98"
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ax = plt.axes(projection=\"3d\")\n",
"\n",
"# Plot movement\n",
"ax.plot3D(motion_parameters[:, 0], motion_parameters[:, 1], motion_parameters[:, 2], color = \"black\", alpha = 0.6)\n",
"ax.set_xlabel(\"x\")\n",
"ax.set_ylabel(\"y\")\n",
"ax.set_zlabel(\"z\")\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "Y7rKMMUNepPi"
},
"source": [
"## Additional Motion Parameters\n",
"\n",
"So far, we have inspected all motion parameters visually. That is an important part of figuring out whether our participants moved too much. However, we can also calculate additional parameters. We will use `fsl.MotionOutliers`, which is a wrapper for the FSL tool `fsl_motion_outliers`, to calculate **mean & maximum framewise displacement**, as well as **outliers**. See [here](https://nipype.readthedocs.io/en/0.12.1/interfaces/generated/nipype.interfaces.fsl.utils.html#motionoutliers) for the documentation."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "o0PtUBwyKstB"
},
"source": [
"We start with instantiating our object with the necessary parameters."
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"id": "EwllxH5U-e8g"
},
"outputs": [],
"source": [
"mo = fsl.MotionOutliers(\n",
" in_file = \"ds000102/sub-01/func/sub-01_task-flanker_run-1_bold.nii.gz\",\n",
" metric = \"fdrms\",\n",
" out_metric_values = \"ds000102/sub-01/func/sub-01_task-flanker_run-1_bold_fdrms.par\",\n",
" out_file = \"ds000102/sub-01/func/sub-01_task-flanker_run-1_bold_outliers.txt\"\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "XRt4f3x9LBQz"
},
"source": [
"We check what the command for the command line looks like:"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "OtKG5KwwLKC4",
"outputId": "4da3db59-6e24-40b5-cab5-7f5b17c6bf00"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"fsl_motion_outliers -i ds000102/sub-01/func/sub-01_task-flanker_run-1_bold.nii.gz --fdrms -o ds000102/sub-01/func/sub-01_task-flanker_run-1_bold_outliers.txt -p sub-01_task-flanker_run-1_bold_metrics.png -s ds000102/sub-01/func/sub-01_task-flanker_run-1_bold_fdrms.par\n"
]
}
],
"source": [
"print(mo.cmdline)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "tfJXD-ypLMKw"
},
"source": [
"An we run our object!"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"id": "r7GCNvLwLPq4"
},
"outputs": [],
"source": [
"res = mo.run()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "YPIFFcdzLiWY"
},
"source": [
"Let's check which outputs we got:"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "5Is4b0e8LlDP",
"outputId": "f62c77f4-cde3-40c3-eaff-22d92f88b348"
},
"outputs": [
{
"data": {
"text/plain": [
"\n",
"out_file = /data/ds000102/sub-01/func/sub-01_task-flanker_run-1_bold_outliers.txt\n",
"out_metric_plot = /data/sub-01_task-flanker_run-1_bold_metrics.png\n",
"out_metric_values = /data/ds000102/sub-01/func/sub-01_task-flanker_run-1_bold_fdrms.par"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"res.outputs"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "_-IXkRTEObbw"
},
"source": [
"Now we can look at mean and maximum famewise displacement as well as outliers!"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "GbpYyIpj-geC",
"outputId": "bb61cae4-51b2-475a-9b17-c273fc246a8f"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"There is a maximum framewise displacement of 0.439103 mm.\n",
"There is a mean framewise displacement of 0.05534307294520548 mm.\n",
"6.16% of timepoints are outliers.\n"
]
}
],
"source": [
"fdrms = np.loadtxt(res.outputs.out_metric_values )\n",
"outlier = np.loadtxt(res.outputs.out_file)\n",
"\n",
"print(f\"There is a maximum framewise displacement of {np.max(fdrms)} mm.\")\n",
"print(f\"There is a mean framewise displacement of {np.mean(fdrms)} mm.\")\n",
"print(f\"{round(np.sum(outlier)/len(outlier)*100,2)}% of timepoints are outliers.\")"
]
}
],
"metadata": {
"colab": {
"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": 0
}