diff --git a/code/2_sMRI_image_cleanup.ipynb b/code/2_sMRI_image_cleanup.ipynb index 9437dd0f..4f2cba2f 100644 --- a/code/2_sMRI_image_cleanup.ipynb +++ b/code/2_sMRI_image_cleanup.ipynb @@ -10,12 +10,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.9" + "version": "3.8.5" }, "orig_nbformat": 2, "kernelspec": { - "name": "python379jvsc74a57bd0e5f8cee7ddba11edeefb1347c6536a4ac2b361bd4eba89a8b32d7cb85bbef9ea", - "display_name": "Python 3.7.9 64-bit ('green_compute': conda)" + "name": "python385jvsc74a57bd036d8b16b05a6ca8778ee05143eac4797810e0467341c66a72bba812b67c60217", + "display_name": "Python 3.8.5 64-bit ('parkinsons': conda)" } }, "nbformat": 4, @@ -46,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -58,7 +58,8 @@ "from nilearn import datasets\n", "from nilearn import plotting\n", "from nilearn.masking import apply_mask\n", - "import os" + "import os\n", + "from bids import BIDSLayout" ] }, { @@ -94,7 +95,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -112,9 +113,64 @@ "cell_type": "markdown", "metadata": {} }, + { + "source": [ + "### The root data directory tree" + ], + "cell_type": "markdown", + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\u001b[01;34m../local_data/AOMIC\u001b[00m\n├── \u001b[01;34mderivatives\u001b[00m\n│   ├── \u001b[01;34mfmriprep\u001b[00m\n│   │   ├── \u001b[01;34msub-0001\u001b[00m\n│   │   │   └── \u001b[01;34manat\u001b[00m\n│   │   ├── \u001b[01;34msub-0002\u001b[00m\n│   │   │   └── \u001b[01;34manat\u001b[00m\n│   │   ├── \u001b[01;34msub-0003\u001b[00m\n│   │   │   └── \u001b[01;34manat\u001b[00m\n│   │   ├── \u001b[01;34msub-0004\u001b[00m\n│   │   │   └── \u001b[01;34manat\u001b[00m\n│   │   ├── \u001b[01;34msub-0005\u001b[00m\n│   │   │   └── \u001b[01;34manat\u001b[00m\n│   │   ├── \u001b[01;34msub-0006\u001b[00m\n│   │   │   └── \u001b[01;34manat\u001b[00m\n│   │   ├── \u001b[01;34msub-0007\u001b[00m\n│   │   │   └── \u001b[01;34manat\u001b[00m\n│   │   ├── \u001b[01;34msub-0008\u001b[00m\n│   │   │   └── \u001b[01;34manat\u001b[00m\n│   │   ├── \u001b[01;34msub-0009\u001b[00m\n│   │   │   └── \u001b[01;34manat\u001b[00m\n│   │   └── \u001b[01;34msub-0010\u001b[00m\n│   │   └── \u001b[01;34manat\u001b[00m\n│   ├── \u001b[01;34mfreesurfer\u001b[00m\n│   │   ├── \u001b[01;34mfsaverage5\u001b[00m\n│   │   │   ├── \u001b[01;34mmri\u001b[00m\n│   │   │   │   └── \u001b[01;34mtransforms\u001b[00m\n│   │   │   ├── \u001b[01;34mstats\u001b[00m\n│   │   │   └── \u001b[01;34msurf\u001b[00m\n│   │   ├── \u001b[01;34msub-0001\u001b[00m\n│   │   │   ├── \u001b[01;34mmri\u001b[00m\n│   │   │   │   ├── \u001b[01;34morig\u001b[00m\n│   │   │   │   └── \u001b[01;34mtransforms\u001b[00m\n│   │   │   ├── \u001b[01;34mstats\u001b[00m\n│   │   │   └── \u001b[01;34msurf\u001b[00m\n│   │   ├── \u001b[01;34msub-0002\u001b[00m\n│   │   │   └── \u001b[01;34mmri\u001b[00m\n│   │   │   ├── \u001b[01;34morig\u001b[00m\n│   │   │   └── \u001b[01;34mtransforms\u001b[00m\n│   │   └── \u001b[01;34msub-0003\u001b[00m\n│   │   └── \u001b[01;34mmri\u001b[00m\n│   │   ├── \u001b[01;34morig\u001b[00m\n│   │   └── \u001b[01;34mtransforms\u001b[00m\n│   ├── \u001b[01;34mfs_stats\u001b[00m\n│   └── \u001b[01;34mvbm\u001b[00m\n│   ├── \u001b[01;34mall_subjects\u001b[00m\n│   └── \u001b[01;34msubset\u001b[00m\n│   ├── \u001b[01;34msub-0001\u001b[00m\n│   ├── \u001b[01;34msub-0002\u001b[00m\n│   ├── \u001b[01;34msub-0003\u001b[00m\n│   ├── \u001b[01;34msub-0004\u001b[00m\n│   ├── \u001b[01;34msub-0005\u001b[00m\n│   ├── \u001b[01;34msub-0006\u001b[00m\n│   ├── \u001b[01;34msub-0007\u001b[00m\n│   ├── \u001b[01;34msub-0008\u001b[00m\n│   ├── \u001b[01;34msub-0009\u001b[00m\n│   └── \u001b[01;34msub-0010\u001b[00m\n├── \u001b[01;34msub-0001\u001b[00m\n│   └── \u001b[01;34manat\u001b[00m\n├── \u001b[01;34msub-0002\u001b[00m\n│   └── \u001b[01;34manat\u001b[00m\n└── \u001b[01;34msub-0003\u001b[00m\n └── \u001b[01;34manat\u001b[00m\n\n62 directories\n" + ] + } + ], + "source": [ + "!tree -d -C ../local_data/AOMIC" + ] + }, + { + "source": [ + "### Derivatives (i.e. processed data)" + ], + "cell_type": "markdown", + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\u001b[01;34m../local_data/AOMIC/derivatives/fmriprep/\u001b[00m\n├── dataset_description.json\n├── \u001b[01;34msub-0001\u001b[00m\n│   └── \u001b[01;34manat\u001b[00m\n│   ├── \u001b[01;31msub-0001_desc-aparcaseg_dseg.nii.gz\u001b[00m\n│   ├── \u001b[01;31msub-0001_desc-aseg_dseg.nii.gz\u001b[00m\n│   ├── sub-0001_desc-brain_mask.json\n│   ├── \u001b[01;31msub-0001_desc-brain_mask.nii.gz\u001b[00m\n│   ├── sub-0001_desc-preproc_T1w.json\n│   ├── \u001b[01;31msub-0001_desc-preproc_T1w.nii.gz\u001b[00m\n│   ├── \u001b[01;31msub-0001_dseg.nii.gz\u001b[00m\n│   ├── sub-0001_from-MNI152NLin2009cAsym_to-T1w_mode-image_xfm.h5\n│   ├── sub-0001_from-orig_to-T1w_mode-image_xfm.txt\n│   ├── sub-0001_from-T1w_to-fsnative_mode-image_xfm.txt\n│   ├── sub-0001_from-T1w_to-MNI152NLin2009cAsym_mode-image_xfm.h5\n│   ├── sub-0001_hemi-L_inflated.surf.gii\n│   ├── sub-0001_hemi-L_midthickness.surf.gii\n│   ├── sub-0001_hemi-L_pial.surf.gii\n│   ├── sub-0001_hemi-L_smoothwm.surf.gii\n│   ├── sub-0001_hemi-R_inflated.surf.gii\n│   ├── sub-0001_hemi-R_midthickness.surf.gii\n│   ├── sub-0001_hemi-R_pial.surf.gii\n│   ├── sub-0001_hemi-R_smoothwm.surf.gii\n│   ├── \u001b[01;31msub-0001_label-CSF_probseg.nii.gz\u001b[00m\n│   ├── \u001b[01;31msub-0001_label-GM_probseg.nii.gz\u001b[00m\n│   ├── sub-0001_label-GM_probseg_to_GM226_2mm.log\n│   ├── \u001b[01;31msub-0001_label-WM_probseg.nii.gz\u001b[00m\n│   ├── sub-0001_space-MNI152NLin2009cAsym_desc-brain_mask.json\n│   ├── \u001b[01;31msub-0001_space-MNI152NLin2009cAsym_desc-brain_mask.nii.gz\u001b[00m\n│   ├── sub-0001_space-MNI152NLin2009cAsym_desc-preproc_T1w.json\n│   ├── \u001b[01;31msub-0001_space-MNI152NLin2009cAsym_desc-preproc_T1w.nii.gz\u001b[00m\n│   ├── \u001b[01;31msub-0001_space-MNI152NLin2009cAsym_dseg.nii.gz\u001b[00m\n│   ├── \u001b[01;31msub-0001_space-MNI152NLin2009cAsym_label-CSF_probseg.nii.gz\u001b[00m\n│   ├── \u001b[01;31msub-0001_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz\u001b[00m\n│   └── \u001b[01;31msub-0001_space-MNI152NLin2009cAsym_label-WM_probseg.nii.gz\u001b[00m\n├── \u001b[01;34msub-0002\u001b[00m\n│   └── \u001b[01;34manat\u001b[00m\n│   ├── \u001b[01;31msub-0002_label-GM_probseg.nii.gz\u001b[00m\n│   └── \u001b[01;31msub-0002_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz\u001b[00m\n├── \u001b[01;34msub-0003\u001b[00m\n│   └── \u001b[01;34manat\u001b[00m\n│   ├── \u001b[01;31msub-0003_label-GM_probseg.nii.gz\u001b[00m\n│   └── \u001b[01;31msub-0003_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz\u001b[00m\n├── \u001b[01;34msub-0004\u001b[00m\n│   └── \u001b[01;34manat\u001b[00m\n│   ├── \u001b[01;31msub-0004_label-GM_probseg.nii.gz\u001b[00m\n│   └── \u001b[01;31msub-0004_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz\u001b[00m\n├── \u001b[01;34msub-0005\u001b[00m\n│   └── \u001b[01;34manat\u001b[00m\n│   ├── \u001b[01;31msub-0005_label-GM_probseg.nii.gz\u001b[00m\n│   └── \u001b[01;31msub-0005_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz\u001b[00m\n├── \u001b[01;34msub-0006\u001b[00m\n│   └── \u001b[01;34manat\u001b[00m\n│   └── \u001b[01;31msub-0006_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz\u001b[00m\n├── \u001b[01;34msub-0007\u001b[00m\n│   └── \u001b[01;34manat\u001b[00m\n│   └── \u001b[01;31msub-0007_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz\u001b[00m\n├── \u001b[01;34msub-0008\u001b[00m\n│   └── \u001b[01;34manat\u001b[00m\n│   └── \u001b[01;31msub-0008_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz\u001b[00m\n├── \u001b[01;34msub-0009\u001b[00m\n│   └── \u001b[01;34manat\u001b[00m\n│   └── \u001b[01;31msub-0009_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz\u001b[00m\n└── \u001b[01;34msub-0010\u001b[00m\n └── \u001b[01;34manat\u001b[00m\n └── \u001b[01;31msub-0010_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz\u001b[00m\n\n20 directories, 45 files\n" + ] + } + ], + "source": [ + "!tree -C ../local_data/AOMIC/derivatives/fmriprep/" + ] + }, + { + "source": [ + "## One way of reading data... " + ], + "cell_type": "markdown", + "metadata": {} + }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -134,7 +190,68 @@ "\n", "freesurfer_output_dir = local_data_dir + 'AOMIC/derivatives/freesurfer/{}/mri/'.format(subject_id)\n", "\n", - "print('Using {}'.format(subject_id))" + "print('Using {}'.format(subject_id))\n", + "subject_T1 = local_data_dir + 'AOMIC/{}/anat/{}_T1w.nii.gz'.format(subject_id,subject_id)\n", + "subject_T1_N4_corrected = fmriprep_output_dir + 'sub-0001_desc-preproc_T1w.nii.gz'" + ] + }, + { + "source": [ + "## Using `pybids` package!" + ], + "cell_type": "markdown", + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "/home/nikhil/anaconda3/envs/parkinsons/lib/python3.8/site-packages/bids/layout/models.py:148: FutureWarning: The 'extension' entity currently excludes the leading dot ('.'). As of version 0.14.0, it will include the leading dot. To suppress this warning and include the leading dot, use `bids.config.set_option('extension_initial_dot', True)`.\n", + " warnings.warn(\"The 'extension' entity currently excludes the leading dot ('.'). \"\n", + "Available subjectsin the BIDS dataset:\n", + "['0001', '0002', '0003', '0004', '0005', '0006', '0007', '0008', '0009', '0010']\n" + ] + } + ], + "source": [ + "bids_data_dir = '../local_data/AOMIC'\n", + "bids_layout = BIDSLayout(bids_data_dir, derivatives=True)\n", + "\n", + "subject_list = bids_layout.get_subjects()\n", + "print('Available subjectsin the BIDS dataset:\\n{}'.format(subject_list))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "('/home/nikhil/projects/SDC-BIDS-sMRI/local_data/AOMIC/sub-0001/anat/sub-0001_T1w.nii.gz',\n", + " '/home/nikhil/projects/SDC-BIDS-sMRI/local_data/AOMIC/derivatives/fmriprep/sub-0001/anat/sub-0001_desc-preproc_T1w.nii.gz')" + ] + }, + "metadata": {}, + "execution_count": 7 + } + ], + "source": [ + "subject_T1 = bids_layout.get(subject=\"0001\", datatype='anat', scope='raw',\n", + " extension='nii.gz', return_type='filename')[0]\n", + "\n", + "subject_T1_N4_corrected = bids_layout.get(subject=\"0001\", scope=\"derivatives\", datatype='anat', suffix='T1w',\n", + " desc='preproc', extension='nii.gz', return_type='filename')[0]\n", + "\n", + "\n", + "subject_T1, subject_T1_N4_corrected " ] }, { @@ -162,7 +279,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -187,25 +304,25 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 9, "metadata": {}, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ - "" + "" ] }, "metadata": {}, - "execution_count": 42 + "execution_count": 9 }, { "output_type": "display_data", "data": { "text/plain": "
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\n" }, "metadata": {} } ], "source": [ "# Plot waw scan\n", - "subject_T1 = local_data_dir + 'AOMIC/{}/anat/{}_T1w.nii.gz'.format(subject_id,subject_id)\n", - "\n", "plotting.plot_anat(subject_T1, title=subject_id)\n", "\n", "# Plot Corrected image\n", - "subject_T1_N4_corrected = fmriprep_output_dir + 'sub-0001_desc-preproc_T1w.nii.gz'\n", "plotting.plot_anat(subject_T1_N4_corrected, title=' N4_corrected (fMRIPrep)')" ] }, @@ -246,7 +360,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -257,24 +371,24 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 12, "metadata": {}, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ - "" + "" ] }, "metadata": {}, - "execution_count": 28 + "execution_count": 12 }, { "output_type": "display_data", "data": { "text/plain": "
", - "image/svg+xml": "\n\n\n\n \n \n \n \n 2021-06-02T14:54:53.601241\n image/svg+xml\n \n \n Matplotlib v3.3.2, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", + "image/svg+xml": "\n\n\n\n \n \n \n \n 2021-06-03T15:26:16.174629\n image/svg+xml\n \n \n Matplotlib v3.3.2, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n 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}, "metadata": {} }, @@ -292,8 +406,8 @@ "output_type": "display_data", "data": { "text/plain": "
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\n" }, "metadata": {} } @@ -302,7 +416,7 @@ "cut_coords = (-25,-10,-5)\n", "plotting.plot_anat(T1_orig, title=\"T1_orig\", cut_coords=cut_coords, vmax=255)\n", "plotting.plot_anat(T1_corrected, title=\"T1_corrected_img (freesurfer)\", cut_coords=cut_coords, vmax=255)\n", - "plotting.plot_anat(T1_img_normalized, title=\"T1_img_normalized (freesurfer)\", cut_coords=cut_coords, vmax=255)" + "plotting.plot_anat(T1_normalized, title=\"T1_img_normalized (freesurfer)\", cut_coords=cut_coords, vmax=255)" ] }, { @@ -314,7 +428,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -326,9 +440,9 @@ } ], "source": [ - "T1_data_orig = T1_img_orig.get_fdata()\n", - "T1_data_corrected = T1_img_corrected.get_fdata()\n", - "T1_data_normalized = T1_img_normalized.get_fdata()\n", + "T1_data_orig = nib.load(T1_orig).get_fdata()\n", + "T1_data_corrected = nib.load(T1_corrected).get_fdata()\n", + "T1_data_normalized = nib.load(T1_normalized).get_fdata()\n", "\n", "print(\"Data shapes, orig: {}, corrected: {}, normalized: {}\".format(T1_data_orig.shape, T1_data_corrected.shape, T1_data_normalized.shape))\n", "\n", @@ -347,14 +461,14 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 15, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "text/plain": "
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}, "metadata": {} @@ -388,7 +502,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -403,26 +517,60 @@ "##'antsBrainExtraction.sh -a T1.nii.gz -m ProbabilityMaskOfStudyTemplate.nii.gz -e study_template.nii.gz -d 3 -s nii.gz -o highres001_'\n" ] }, + { + "source": [ + "## Read local data using `pybids` package!" + ], + "cell_type": "markdown", + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "('/home/nikhil/projects/SDC-BIDS-sMRI/local_data/AOMIC/derivatives/fmriprep/sub-0001/anat/sub-0001_desc-brain_mask.nii.gz',\n", + " '/home/nikhil/projects/SDC-BIDS-sMRI/local_data/AOMIC/derivatives/fmriprep/sub-0001/anat/sub-0001_desc-preproc_T1w.nii.gz')" + ] + }, + "metadata": {}, + "execution_count": 16 + } + ], + "source": [ + "subject_T1_N4_corrected = bids_layout.get(subject=\"0001\", scope=\"derivatives\", datatype='anat', suffix='T1w',\n", + " desc='preproc', extension='nii.gz', return_type='filename')[0]\n", + "\n", + "subject_T1_brain_mask = bids_layout.get(subject=\"0001\", scope=\"derivatives\", datatype='anat', suffix='mask',\n", + " desc='brain', extension='nii.gz', return_type='filename')[0]\n", + "\n", + "subject_T1_brain_mask, subject_T1_N4_corrected " + ] + }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 17, "metadata": {}, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ - "" + "" ] }, "metadata": {}, - "execution_count": 50 + "execution_count": 17 }, { "output_type": "display_data", "data": { "text/plain": "
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}, "metadata": {} @@ -440,16 +588,13 @@ "output_type": "display_data", "data": { "text/plain": "
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\n" }, "metadata": {} } ], "source": [ - "subject_T1_N4_corrected = fmriprep_output_dir + 'sub-0001_desc-preproc_T1w.nii.gz'\n", - "subject_T1_brain_mask = fmriprep_output_dir + 'sub-0001_desc-brain_mask.nii.gz'\n", - "\n", "T1_img_normalized = nib.load(subject_T1_N4_corrected)\n", "T1_img_brain_mask = nib.load(subject_T1_brain_mask)\n", "masked_data = T1_img_normalized.get_fdata() * T1_img_brain_mask.get_fdata()\n", @@ -478,7 +623,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -491,24 +636,24 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 19, "metadata": {}, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ - "" + "" ] }, "metadata": {}, - "execution_count": 52 + "execution_count": 19 }, { "output_type": "display_data", "data": { "text/plain": "
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}, "metadata": {} @@ -517,7 +662,7 @@ "output_type": "display_data", "data": { "text/plain": "
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\n" }, "metadata": {} diff --git a/code/3_sMRI_spatial_norm.ipynb b/code/3_sMRI_spatial_norm.ipynb index c893473f..eaec4bb6 100644 --- a/code/3_sMRI_spatial_norm.ipynb +++ b/code/3_sMRI_spatial_norm.ipynb @@ -10,12 +10,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.9" + "version": "3.8.5" }, "orig_nbformat": 2, "kernelspec": { - "name": "python379jvsc74a57bd0e5f8cee7ddba11edeefb1347c6536a4ac2b361bd4eba89a8b32d7cb85bbef9ea", - "display_name": "Python 3.7.9 64-bit ('green_compute': conda)" + "name": "python385jvsc74a57bd036d8b16b05a6ca8778ee05143eac4797810e0467341c66a72bba812b67c60217", + "display_name": "Python 3.8.5 64-bit ('parkinsons': conda)" } }, "nbformat": 4, @@ -58,7 +58,8 @@ "from nilearn import plotting\n", "from nilearn import image\n", "from nibabel.affines import apply_affine\n", - "import os" + "import os\n", + "from bids import BIDSLayout" ] }, { @@ -115,22 +116,27 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 12, "metadata": {}, "outputs": [ { "output_type": "stream", - "name": "stdout", + "name": "stderr", "text": [ + "/home/nikhil/anaconda3/envs/parkinsons/lib/python3.8/site-packages/bids/layout/models.py:148: FutureWarning: The 'extension' entity currently excludes the leading dot ('.'). As of version 0.14.0, it will include the leading dot. To suppress this warning and include the leading dot, use `bids.config.set_option('extension_initial_dot', True)`.\n", + " warnings.warn(\"The 'extension' entity currently excludes the leading dot ('.'). \"\n", "Using sub-0001\n" ] } ], "source": [ "local_data_dir = '../local_data/'\n", + "bids_data_dir = '../local_data/AOMIC'\n", + "\n", + "bids_layout = BIDSLayout(bids_data_dir, derivatives=True)\n", "\n", "subject_id = 'sub-0001' # pick 'sub-0001' or 'sub-0002'\n", - "subject_T1 = local_data_dir + 'AOMIC/{}/anat/{}_T1w.nii.gz'.format(subject_id,subject_id)\n", + "\n", "freesurfer_output_dir = local_data_dir + 'AOMIC/derivatives/freesurfer/{}/mri/'.format(subject_id)\n", "fsaverage_dir = local_data_dir + 'AOMIC/derivatives/freesurfer/fsaverage5/mri/'\n", "\n", @@ -196,14 +202,69 @@ }, { "source": [ - "## Subject (native) space vs template (reference) space " + "## Subject (native) space vs template (reference) space \n", + "### fMRIPrep Example" ], "cell_type": "markdown", "metadata": {} }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'MNI reference space')" + ] + }, + "metadata": {}, + "execution_count": 20 + }, + { + "output_type": "display_data", + "data": { + "text/plain": "
", + "image/svg+xml": "\n\n\n\n \n \n \n \n 2021-06-03T16:02:24.954050\n image/svg+xml\n \n \n Matplotlib v3.3.2, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n 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\n" + }, + "metadata": { + "needs_background": "light" + } + } + ], + "source": [ + "cut_coords = (-10,10,20)\n", + "\n", + "subject_T1 = bids_layout.get(subject=\"0001\", datatype='anat', scope='raw',\n", + " extension='nii.gz', return_type='filename')[0]\n", + "\n", + "subject_T1_MNI_space = bids_layout.get(subject=\"0001\", scope=\"derivatives\", datatype='anat', suffix='T1w', \n", + " space='MNI152NLin2009cAsym', desc='preproc', extension='nii.gz', return_type='filename')[0]\n", + "\n", + "# plot\n", + "fig, axes = plt.subplots(1,2, sharex=True, sharey=True, figsize=(20,5))\n", + "ax=axes[0]\n", + "plotting.plot_anat(subject_T1, title=\"\", cut_coords=cut_coords, axes=ax)\n", + "ax.set_title('subject space')\n", + "\n", + "ax=axes[1]\n", + "plotting.plot_anat(subject_T1_MNI_space, title=\"\", cut_coords=cut_coords, axes=ax)\n", + "ax.set_title('MNI reference space') " + ] + }, + { + "source": [ + "### FreeSurfer example" + ], + "cell_type": "markdown", + "metadata": {} + }, + { + "cell_type": "code", + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -214,13 +275,13 @@ ] }, "metadata": {}, - "execution_count": 5 + "execution_count": 13 }, { "output_type": "display_data", "data": { "text/plain": "
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\n" }, "metadata": { @@ -233,16 +294,14 @@ "\n", "# subject image\n", "subject_T1 = freesurfer_output_dir + 'T1.mgz'\n", - "subject_T1_img = nib.load(subject_T1)\n", "\n", "# fsaverage image\n", "fsaverage_T1 = fsaverage_dir + \"T1.mgz\"\n", - "fsaverage_T1_img = nib.load(fsaverage_T1)\n", "\n", "# plot\n", "fig, axes = plt.subplots(1,2, sharex=True, sharey=True, figsize=(20,5))\n", "ax=axes[0]\n", - "plotting.plot_anat(subject_T1_img, title=\"\", cut_coords=cut_coords, vmax=200, axes=ax)\n", + "plotting.plot_anat(subject_T1, title=\"\", cut_coords=cut_coords, vmax=200, axes=ax)\n", "ax.set_title('subject space')\n", "\n", "ax=axes[1]\n", diff --git a/setup.md b/setup.md index 3c968565..2bcccdb3 100644 --- a/setup.md +++ b/setup.md @@ -39,7 +39,7 @@ For easy set-up we recommend [Anaconda](https://www.anaconda.com/download/) to m ``` conda install -y numpy pandas scipy scikit-learn matplotlib seaborn jupyter ipykernel nb_conda -conda install -y -c conda-forge awscli lxml nilearn nibabel +conda install -y -c conda-forge awscli lxml nilearn nibabel statsmodels pip install pybids ``` 7. Close the terminal, click on the play button again and open **Jupyter Notebook** @@ -55,7 +55,7 @@ cd SDC-BIDS-sMRI conda create -p ./SDC_sMRI_workshop_2021 source activate $(pwd)/SDC_sMRI_workshop_2021 conda install numpy pandas scipy scikit-learn matplotlib seaborn jupyter ipykernel nb_conda -conda install -c conda-forge awscli nibabel nilearn lxml +conda install -c conda-forge awscli nibabel nilearn lxml statsmodels pip install pybids ```