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@agramfort
Created July 20, 2022 09:14
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{
"cells": [
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"import nibabel as nib\n",
"import mne\n",
"from mne.datasets import sample\n",
"from mne.minimum_norm import apply_inverse, make_inverse_operator\n",
"from nilearn.plotting import plot_glass_brain\n",
"from os.path import join as pjoin\n",
"# load sample data\n",
"data_path = sample.data_path()\n",
"sample_dir = data_path / 'MEG' / 'sample'\n",
"subjects_dir = data_path / 'subjects'\n",
"fname_evoked = sample_dir / 'sample_audvis-ave.fif'\n",
"fname_t1_fsaverage = subjects_dir / 'fsaverage' / 'mri' / 'brain.mgz'\n",
"fname_trans = sample_dir / 'sample_audvis_raw-trans.fif'\n",
"fname_cov = sample_dir / 'sample_audvis-cov.fif'\n",
"\n",
"src_spacing = 'oct6'\n",
"conductivity = (0.3,) # for single layer\n",
"model = mne.make_bem_model(subject='sample', ico=4,\n",
" conductivity=conductivity,\n",
" subjects_dir=subjects_dir)\n",
"bem_sol = mne.make_bem_solution(model)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# surface_name = \"pial\"\n",
"surface = pjoin(subjects_dir, \"sample\", 'bem', 'inner_skull.surf')\n",
"\n",
"src = mne.setup_volume_source_space(\n",
" \"sample\", subjects_dir=subjects_dir, surface=surface,\n",
" add_interpolator=True)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"surface = pjoin(subjects_dir, \"fsaverage\", 'bem', 'inner_skull.surf')\n",
"\n",
"src_fs = mne.setup_volume_source_space(\n",
" subject=\"fsaverage\", subjects_dir=subjects_dir, surface=surface,\n",
" add_interpolator=True)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"evoked = mne.read_evokeds(fname_evoked, condition=0, baseline=(None, 0))\n",
"# inverse_operator = read_inverse_operator(fname_inv)\n",
"trans = mne.read_trans(fname_trans)\n",
"cov = mne.read_cov(fname_cov)\n",
"fwd = mne.make_forward_solution(evoked.info, trans, src, bem_sol, meg=True, eeg=False)\n",
"inverse_operator = make_inverse_operator(evoked.info, fwd, noise_cov=cov)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Volume source space(s) present...\n",
" Loading /Users/alex/mne_data/MNE-sample-data/subjects/sample/mri/brain.mgz as \"from\" volume\n",
" Loading /Users/alex/mne_data/MNE-sample-data/subjects/fsaverage/mri/brain.mgz as \"to\" volume\n",
"Computing registration...\n",
"Reslicing to zooms=(5.0, 5.0, 5.0) for translation ...\n",
"Optimizing translation:\n",
" Optimizing level 2 [max iter: 100]\n",
" Optimizing level 1 [max iter: 100]\n",
" Optimizing level 0 [max iter: 10]\n",
" Translation: 23.0 mm\n",
" R²: 92.4%\n",
"Optimizing rigid:\n",
" Optimizing level 2 [max iter: 100]\n",
" Optimizing level 1 [max iter: 100]\n",
" Optimizing level 0 [max iter: 10]\n",
" Translation: 22.6 mm\n",
" Rotation: 22.3°\n",
" R²: 96.5%\n",
"Optimizing affine:\n",
" Optimizing level 2 [max iter: 100]\n",
" Optimizing level 1 [max iter: 100]\n",
" Optimizing level 0 [max iter: 10]\n",
" R²: 97.2%\n",
"Optimizing sdr:\n",
" R²: 98.8%\n",
"[done]\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 475.2x187.2 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Apply inverse operator\n",
"stc = apply_inverse(evoked, inverse_operator, 1.0 / 3.0 ** 2, \"dSPM\")\n",
"\n",
"# To save time\n",
"stc.crop(0.09, 0.09)\n",
"\n",
"morph = mne.compute_source_morph(\n",
" inverse_operator['src'], subject_from='sample', subjects_dir=subjects_dir,\n",
" # niter_affine=[10, 10, 5], niter_sdr=[10, 10, 5], # just for speed\n",
" src_to=src_fs, verbose=True)\n",
"\n",
"# stc_fsaverage = morph.apply(stc)\n",
"\n",
"# Create mri-resolution volume of results\n",
"img_fsaverage = morph.apply(stc, mri_resolution=2, output='nifti1')\n",
"\n",
"# Load fsaverage anatomical image\n",
"t1_fsaverage = nib.load(fname_t1_fsaverage)\n",
"\n",
"# Plot glass brain (change to plot_anat to display an overlaid anatomical T1)\n",
"display = plot_glass_brain(t1_fsaverage,\n",
" title='subject results to fsaverage',\n",
" draw_cross=False,\n",
" annotate=True)\n",
"\n",
"# Add functional data as overlay\n",
"display.add_overlay(img_fsaverage, alpha=0.75)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.9.13 ('base')",
"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": "3.9.13"
},
"orig_nbformat": 4,
"vscode": {
"interpreter": {
"hash": "3068153426e781d5497581b972bbd99c396c97fd0bfab71165f11731a6e8bb22"
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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