{ "cells": [ { "cell_type": "markdown", "id": "16669fc4", "metadata": {}, "source": [ "# State-based dFC for voxelwise analysis\n", "\n", "Voxelwise state-based dFC analysis is supported naturally by reshaping data to 2D `(unit, time)` and feeding it into\n", "the same algorithms used for ROI-level analyses.\n", "\n", "- *Units* are voxels (or surface vertices).\n", "- *Time* is the number of volumes / TRs.\n", "\n", "For example, with a NIfTI and brain mask, we can simply transform it into a 2D array:" ] }, { "cell_type": "code", "execution_count": null, "id": "e862a714", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
[fetch_haxby] Dataset found in haxby2001\n",
              "
\n" ], "text/plain": [ "\u001b[1;34m[\u001b[0m\u001b[34mfetch_haxby\u001b[0m\u001b[1;34m]\u001b[0m Dataset found in haxby2001\n" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_95734/25630856.py:14: UserWarning: The provided image has no sform in its header. Please check the provided file. Results may not be as expected.\n", " masker = maskers.NiftiMasker(mask_img=mask_path, standardize=\"zscore_sample\", detrend=True, dtype='float32').fit()\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Time series shape: (1452, 577)\n" ] } ], "source": [ "import numpy as np\n", "from nilearn import datasets, maskers, plotting, image\n", "from comet import connectivity, utils\n", "\n", "# This will take 1-2 minutes to download\n", "save_dir = \".\"\n", "haxby = datasets.fetch_haxby(data_dir=save_dir, subjects=1)\n", "\n", "# Get fMRI and mask paths\n", "fmri_path = haxby.func[0]\n", "mask_path = haxby.mask_vt[0] # Chose the ventral-temporal mask\n", "\n", "# Extract voxelwise time series array\n", "masker = maskers.NiftiMasker(mask_img=mask_path, standardize=\"zscore_sample\", detrend=True, dtype='float32').fit()\n", "time_series = masker.transform(fmri_path)\n", "print(\"Time series shape:\", time_series.shape)" ] }, { "cell_type": "markdown", "id": "a62a62b5", "metadata": {}, "source": [ "We can then estimate the coactivation patterns:" ] }, { "cell_type": "code", "execution_count": 4, "id": "7d29fa71", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "CAP: 100%|██████████| 1/1 [00:00<00:00, 1.37it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "state_tc shape: (1, 1452)\n", "states shape: (577, 577, 5)\n" ] }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cap = connectivity.CoactivationPatterns(time_series=time_series, n_states=5)\n", "state_tc, states = cap.estimate()\n", "\n", "print(\"state_tc shape:\", state_tc.shape)\n", "print(\"states shape: \", states.shape)\n", "\n", "fig1, ax1 = utils.state_plots(states=states, figsize=(8,2))\n", "fig2, ax2 = utils.state_plots(state_tc=state_tc, figsize=(8,2))" ] }, { "cell_type": "markdown", "id": "3a64562c", "metadata": {}, "source": [ "The states are ($voxels * voxels$) connectivity matrices created as outer products of the group centroids. To obtain a voxelwise activation pattern per state for visualisation, we extract the top eigenvector of each state matrix (positive orientation):\n" ] }, { "cell_type": "code", "execution_count": 5, "id": "c46d3e54", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Recovered state vectors (n_states, P): (5, 577)\n" ] } ], "source": [ "def top_eigenvector(A):\n", " # Compute leading eigenpair\n", " vals, vecs = np.linalg.eigh(A)\n", " v = vecs[:, -1]\n", " \n", " # Make the largest-magnitude element positive\n", " if np.abs(v).max() > 0 and np.sign(v[np.argmax(np.abs(v))]) < 0:\n", " v = -v\n", " return v.astype(np.float32)\n", "\n", "state_vectors = np.stack([top_eigenvector(states[:, :, s]) for s in range(states.shape[2])], axis=0) # (n_states, P)\n", "print(\"Recovered state vectors (n_states, P):\", state_vectors.shape)" ] }, { "cell_type": "markdown", "id": "6effc525", "metadata": {}, "source": [ "We can invert the vectors back to 3D images to plot the coactivation pattern:\n" ] }, { "cell_type": "code", "execution_count": 7, "id": "be72edde", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img = masker.inverse_transform(state_vectors) # shape: (x, y, z, n_states)\n", "plotting.plot_stat_map(image.index_img(img, 1), display_mode=\"ortho\", title=f\"CAP State 1\", cmap=\"coolwarm\");" ] } ], "metadata": { "kernelspec": { "display_name": "comet-test", "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": "3.13.0" } }, "nbformat": 4, "nbformat_minor": 5 }