From 27428021c2840f7bfeb6668d9d3ea4901f72f3d7 Mon Sep 17 00:00:00 2001 From: Jason Kai Date: Sun, 28 Mar 2021 14:29:30 -0400 Subject: [PATCH] Update paths and figures for deterministic tractography --- _episodes/deterministic_tractography.md | 135 ++++---- .../deterministic_tractography.ipynb | 231 +++++++------ ...deterministic_tractography_solutions.ipynb | 308 ------------------ fig/deterministic_tractography/fa.png | Bin 0 -> 112336 bytes .../tractogram_deterministic_EuDX.png | Bin 0 -> 327869 bytes 5 files changed, 193 insertions(+), 481 deletions(-) delete mode 100644 code/deterministic_tractography/solutions/deterministic_tractography_solutions.ipynb create mode 100644 fig/deterministic_tractography/fa.png create mode 100644 fig/deterministic_tractography/tractogram_deterministic_EuDX.png diff --git a/_episodes/deterministic_tractography.md b/_episodes/deterministic_tractography.md index 845e1c4a..8e60cc6a 100644 --- a/_episodes/deterministic_tractography.md +++ b/_episodes/deterministic_tractography.md @@ -20,32 +20,40 @@ Deterministic tractography algorithms perform tracking of streamlines by following a predictable path, such as following the primary diffusion direction ($\lambda_1$). -In order to demonstrate how to perform deterministic tracking on a diffusion MRI -dataset, we will quickly repeat the steps from the previous notebook and compute -the diffusion tensor. We will additionally extract the `affine` data from the -diffusion image, which we will need later on! +In order to demonstrate how to perform deterministic tracking on a diffusion MRI dataset, we will +build from the preprocessing presented in a previous episode and compute the diffusion tensor. ~~~ +import os + +import nibabel as nib +import numpy as np + from bids.layout import BIDSLayout + from dipy.io.gradients import read_bvals_bvecs from dipy.core.gradients import gradient_table -from nilearn import image as img -import nibabel as nib -layout = BIDSLayout("../data/ds000221/derivatives", validate=False) +dwi_layout = BIDSLayout("../../data/ds000221/derivatives/uncorrected_topup_eddy", validate=False) +gradient_layout = BIDSLayout("../../data/ds000221/", validate=False) subj = '010006' -dwi = layout.get(subject='010006', suffix='preproc', extension='nii.gz', return_type='file')[0] -bval = layout.get(subject='010006', suffix='preproc', extension='bval', return_type='file')[0] -bvec = layout.get(subject='010006', suffix='preproc', extension='bvec', return_type='file')[0] +dwi_fname = dwi_layout.get(subject=subj, suffix='dwi', extension='nii.gz', return_type='file')[0] +bvec_fname = dwi_layout.get(subject=subj, extension='eddy_rotated_bvecs', return_type='file')[0] +bval_fname = gradient_layout.get(subject=subj, suffix='dwi', extension='bval', return_type='file')[0] -dwi_img = img.load_img(dwi) +dwi_img = nib.load(dwi_fname) affine = dwi_img.affine -gt_bvals, gt_bvecs = read_bvals_bvecs(bval, bvec) -gtab = gradient_table(gt_bvals, gt_bvecs) +bvals, bvecs = read_bvals_bvecs(bval_fname, bvec_fname) +gtab = gradient_table(bvals, bvecs) +~~~ +{: .language-python} + +We will now create a mask and constrain the fitting within the mask. +~~~ import dipy.reconst.dti as dti from dipy.segment.mask import median_otsu @@ -57,31 +65,50 @@ dti_fit = dti_model.fit(dwi_data, mask=dwi_mask) # This step may take a while ~~~ {: .language-python} -We will perform tracking using a deterministic algorithm on tensor fields via -`EuDX` [(Garyfallidis _et al._, 2012)](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3518823/). -`EuDX` makes use of the primary direction of the diffusion tensor to propagate -streamlines from voxel to voxel and a stopping criteria from the fractional -anisotropy (FA). We will get the FA map and eigenvectors from our tensor -fitting. +We will perform tracking using a deterministic algorithm on tensor fields via +`EuDX` [(Garyfallidis _et al._, 2012)](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3518823/). +`EuDX` makes use of the primary direction of the diffusion tensor to propagate streamlines from +voxel to voxel and a stopping criteria from the fractional anisotropy (FA). + +We will first get the FA map and eigenvectors from our tensor fitting. In the background of the +FA map, the fitting may not be accurate as all of the measured signal is primarily noise and it is +possible that values of NaNs (not a number) may be found in the FA map. We can remove these +using `numpy` to find and set these voxels to 0. ~~~ +# Create the directory to save the results + +out_dir = "../../data/ds000221/derivatives/dwi/tractography/sub-%s/ses-01/dwi/" % subj + +if not os.path.exists(out_dir): + os.makedirs(out_dir) + fa_img = dti_fit.fa evecs_img = dti_fit.evecs -~~~ -{: .language-python} -In the background of the image, the fitting may not be accurate as all of the -measured signal is primarily noise and it is possible that values of NaNs (not -a number) may be found in the FA map. We can remove these using `numpy` to -find and set these voxels to 0. +fa_img[np.isnan(fa_img)] = 0 -~~~ -import numpy as np +# Save the FA +fa_nii = nib.Nifti1Image(fa_img.astype(np.float32), affine) +nib.save(fa_nii, os.path.join(out_dir, 'fa.nii.gz')) -fa_img[np.isnan(fa_img)] = 0 +# Plot the FA +import matplotlib.pyplot as plt +from scipy import ndimage # To rotate image for visualization purposes + +%matplotlib inline + +fig, ax = plt.subplots(1, 3, figsize=(10, 10)) +ax[0].imshow(ndimage.rotate(fa_img[:, fa_img.shape[1]//2, :], 90, reshape=False)) +ax[1].imshow(ndimage.rotate(fa_img[fa_img.shape[0]//2, :, :], 90, reshape=False)) +ax[2].imshow(ndimage.rotate(fa_img[:, :, fa_img.shape[-1]//2], 90, reshape=False)) +fig.savefig(os.path.join(out_dir, "fa.png"), dpi=300, bbox_inches="tight") +plt.show() ~~~ {: .language-python} +![FA]({{ relative_root_path }}/fig/deterministic_tractography/fa.png){:class="img-responsive"} + One of the inputs of `EuDX` is the discretized voxel directions on a unit sphere. Therefore, it is necessary to discretize the eigenvectors before providing them to `EuDX`. We will use an evenly distributed sphere of 362 points @@ -158,57 +185,32 @@ streamlines = Streamlines(streamlines_generator) ~~~ {: .language-python} -We just created a deterministic set of streamlines using the `EuDX` algorithm -mapping the human connectome (tractography). We can save the streamlines as a -[TrackVis] file so it can be loaded into other software for visualization or -further analysis. To do so, we need to save the tractogram state using -`StatefulTractogram` and `save_trk` to save the file. Note that we will have to -specify the space to save the tractogram in. - -~~~ -from dipy.io.stateful_tractogram import Space, StatefulTractogram -from dipy.io.streamline import save_trk - -sft = StatefulTractogram(streamlines, dwi_img, Space.RASMM) -save_trk(sft, "tractogram_EuDX.trk") -~~~ -{: .language-python} +We just created a deterministic set of streamlines using the `EuDX` algorithm mapping the +human connectome (tractography). We can save the streamlines as a Trackvis file so it can be +loaded into other software for visualization or further analysis. To do so, we need to save the +tractogram state using `StatefulTractogram` and `save_tractogram` to save the file. +Note that we will have to specify the space to save the tractogram in. We can then generate the streamlines 3D scene using the `fury` python package, and visualize the scene's contents with `matplotlib`. ~~~ -from dipy.io.streamline import load_trk -from dipy.viz import window, actor, colormap - -sft = load_trk('tractogram_EuDX.trk', 'same') -sft.to_vox() -streamlines = sft.streamlines - -from dipy.viz import window, actor, colormap - -# Prepare display objects -# streamlines_actor = actor.line(streamlines, colormap.line_colors(streamlines)) -streamlines_actor = actor.line(streamlines) +from dipy.io.stateful_tractogram import Space, StatefulTractogram +from dipy.io.streamline import save_tractogram -# Create the directory to save the results -out_dir = '../../data/ds000221/derivatives/dwi/tractography/sub-%s/ses-01/dwi/' % subj +sft = StatefulTractogram(streamlines, dwi_img, Space.RASMM) -if not os.path.exists(out_dir): - os.makedirs(out_dir) +# Save the tractogram +save_tractogram(sft, os.path.join(out_dir, "tractogram_deterministic_EuDX.trk")) -# Create 3D display +# Plot the tractogram scene = window.Scene() - +scene.add(actor.line(streamlines, colormap.line_colors(streamlines))) det_tractogram_eudx_scene_arr = window.snapshot( scene, - fname=os.path.join(out_dir, 'tractogram_EuDX.png'), + fname=os.path.join(out_dir, 'tractogram_deterministic_EuDX.png'), size=(800, 800), offscreen=True) -import matplotlib.pyplot as plt -%matplotlib inline - -# Show the image fig, axes = plt.subplots() axes.imshow(det_tractogram_eudx_scene_arr, origin="lower") axes.axis("off") @@ -216,5 +218,6 @@ plt.show() ~~~ {: .language-python} +![EuDX Determinsitic Tractography]({{ relative_root_path }}/fig/deterministic_tractography/tractogram_deterministic_EuDX.png){:class="img-responsive"} {% include links.md %} diff --git a/code/deterministic_tractography/deterministic_tractography.ipynb b/code/deterministic_tractography/deterministic_tractography.ipynb index 2b70264d..c1ff35fd 100644 --- a/code/deterministic_tractography/deterministic_tractography.ipynb +++ b/code/deterministic_tractography/deterministic_tractography.ipynb @@ -8,38 +8,60 @@ "\n", "Deterministic tractography algorithms perform tracking of streamlines by following a predictable path, such as following the primary diffusion direction ($\\lambda_1$).\n", "\n", - "In order to demonstrate how to perform deterministic tracking on a diffusion MRI dataset, we will quickly repeat the steps from the previous notebook and compute the diffusion tensor. We will additionally extract the `affine` data from the diffusion image, which we will need later on!" + "In order to demonstrate how to perform deterministic tracking on a diffusion MRI dataset, we will build from the preprocessing presented in a previous episode and compute the diffusion tensor." ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 15, "metadata": {}, "source": [ + "import os\n", + "\n", + "import nibabel as nib\n", + "import numpy as np\n", + "\n", "from bids.layout import BIDSLayout\n", + "\n", "from dipy.io.gradients import read_bvals_bvecs\n", "from dipy.core.gradients import gradient_table\n", - "from nilearn import image as img\n", - "import nibabel as nib\n", + "from dipy.viz import window, actor, colormap\n", "\n", - "layout = BIDSLayout(\"../../data/ds000221/derivatives\", validate=False)\n", + "dwi_layout = BIDSLayout(\"../../data/ds000221/derivatives/uncorrected_topup_eddy\", validate=False)\n", + "gradient_layout = BIDSLayout(\"../../data/ds000221/\", validate=False)\n", "\n", "subj = '010006'\n", "\n", - "dwi = layout.get(subject=subj, suffix='preproc', extension='nii.gz', return_type='file')[0]\n", - "bval = layout.get(subject=subj suffix='preproc', extension='bval', return_type='file')[0]\n", - "bvec = layout.get(subject=subj suffix='preproc', extension='bvec', return_type='file')[0]\n", + "dwi_fname = dwi_layout.get(subject=subj, suffix='dwi', extension='nii.gz', return_type='file')[0]\n", + "bvec_fname = dwi_layout.get(subject=subj, extension='eddy_rotated_bvecs', return_type='file')[0]\n", + "bval_fname = gradient_layout.get(subject=subj, suffix='dwi', extension='bval', return_type='file')[0]\n", "\n", - "dwi_img = img.load_img(dwi)\n", + "dwi_img = nib.load(dwi_fname)\n", "affine = dwi_img.affine\n", "\n", - "gt_bvals, gt_bvecs = read_bvals_bvecs(bval, bvec)\n", - "gtab = gradient_table(gt_bvals, gt_bvecs)" + "bvals, bvecs = read_bvals_bvecs(bval_fname, bvec_fname)\n", + "gtab = gradient_table(bvals, bvecs)" + ], + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "/home/ROBARTS/tkai/khan/users/tkai/projects/SDC-BIDS-dMRI/.dipyvenv/lib/python3.7/site-packages/bids/layout/models.py:152: 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 FutureWarning)\n" + ] + } ] }, + { + "source": [ + "We will now create a mask and constrain the fitting within the mask." + ], + "cell_type": "markdown", + "metadata": {} + }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "source": [ "import dipy.reconst.dti as dti\n", @@ -50,41 +72,72 @@ "\n", "dti_model = dti.TensorModel(gtab)\n", "dti_fit = dti_model.fit(dwi_data, mask=dwi_mask) # This step may take a while" + ], + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "ipykernel_launcher:4: DeprecationWarning: get_data() is deprecated in favor of get_fdata(), which has a more predictable return type. To obtain get_data() behavior going forward, use numpy.asanyarray(img.dataobj).\n\n* deprecated from version: 3.0\n* Will raise as of version: 5.0\n" + ] + } ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We will perform tracking using a deterministic algorithm on tensor fields via `EuDX` [(Garyfallidis _et al._, 2012)](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3518823/). `EuDX` makes use of the primary direction of the diffusion tensor to propagate streamlines from voxel to voxel and a stopping criteria from the fractional anisotropy (FA). We will get the FA map and eigenvectors from our tensor fitting." + "We will perform tracking using a deterministic algorithm on tensor fields via `EuDX` [(Garyfallidis _et al._, 2012)](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3518823/). `EuDX` makes use of the primary direction of the diffusion tensor to propagate streamlines from voxel to voxel and a stopping criteria from the fractional anisotropy (FA). \n", + "\n", + "We will first get the FA map and eigenvectors from our tensor fitting. In the background of the FA map, the fitting may not be accurate as all of the measured signal is primarily noise and it is possible that values of NaNs (not a number) may be found in the FA map. We can remove these using `numpy` to find and set these voxels to 0." ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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\n" + }, + "metadata": { + "needs_background": "light" + } + } + ], "source": [ + "# Create the directory to save the results\n", + "\n", + "out_dir = \"../../data/ds000221/derivatives/dwi/tractography/sub-%s/ses-01/dwi/\" % subj\n", + "\n", + "if not os.path.exists(out_dir):\n", + " os.makedirs(out_dir)\n", + "\n", "fa_img = dti_fit.fa\n", - "evecs_img = dti_fit.evecs" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In the background of the image, the fitting may not be accurate as all of the measured signal is primarily noise and it is possible that values of NaNs (not a number) may be found in the FA map. We can remove these using `numpy` to find and set these voxels to 0." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", + "evecs_img = dti_fit.evecs\n", + "\n", + "fa_img[np.isnan(fa_img)] = 0\n", + "\n", + "# Save the FA\n", + "fa_nii = nib.Nifti1Image(fa_img.astype(np.float32), affine)\n", + "nib.save(fa_nii, os.path.join(out_dir, 'fa.nii.gz'))\n", "\n", - "fa_img[np.isnan(fa_img)] = 0" + "# Plot the FA\n", + "import matplotlib.pyplot as plt\n", + "from scipy import ndimage # To rotate image for visualization purposes\n", + "\n", + "%matplotlib inline\n", + "\n", + "fig, ax = plt.subplots(1, 3, figsize=(10, 10))\n", + "ax[0].imshow(ndimage.rotate(fa_img[:, fa_img.shape[1]//2, :], 90, reshape=False))\n", + "ax[1].imshow(ndimage.rotate(fa_img[fa_img.shape[0]//2, :, :], 90, reshape=False))\n", + "ax[2].imshow(ndimage.rotate(fa_img[:, :, fa_img.shape[-1]//2], 90, reshape=False))\n", + "fig.savefig(os.path.join(out_dir, \"fa.png\"), dpi=300, bbox_inches=\"tight\")\n", + "plt.show()" ] }, { @@ -96,7 +149,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -116,7 +169,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -134,7 +187,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -152,7 +205,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -176,7 +229,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -194,89 +247,53 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We just created a deterministic set of streamlines using the `EuDX` algorithm mapping the human connectome (tractography). We can save the streamlines as a Trackvis file so it can be loaded into other software for visualization or further analysis. To do so, we need to save the tractogram state using `StatefulTractogram` and `save_trk` to save the file. Note that we will have to specify the space to save the tractogram in." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "from dipy.io.stateful_tractogram import Space, StatefulTractogram\n", - "from dipy.io.streamline import save_trk\n", + "We just created a deterministic set of streamlines using the `EuDX` algorithm mapping the human connectome (tractography). We can save the streamlines as a Trackvis file so it can be loaded into other software for visualization or further analysis. To do so, we need to save the tractogram state using `StatefulTractogram` and `save_tractogram` to save the file. Note that we will have to specify the space to save the tractogram in.\n", "\n", - "sft = StatefulTractogram(streamlines, dwi_img, Space.RASMM)\n", - "save_trk(sft, \"tractogram_EuDX.trk\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ "We can then generate the streamlines 3D scene using the `fury` python package,\n", "and visualize the scene's contents with `matplotlib`." ] }, { "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from dipy.io.streamline import load_tractogram\n", - "from dipy.io.streamline import load_trk" - ] - }, - { - "cell_type": "code", - "execution_count": 2, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "/home/ROBARTS/tkai/khan/users/tkai/projects/SDC-BIDS-dMRI/.dipyvenv/lib/python3.7/site-packages/fury/utils.py:97: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray.\n data = np.array(data)\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": "
", + "image/svg+xml": "\n\n\n\n \n \n \n \n 2021-03-28T14:25:50.082833\n image/svg+xml\n \n \n Matplotlib v3.3.4, 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", + "image/png": 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\n" + }, + "metadata": { + "needs_background": "light" + } + } + ], "source": [ - "# sft = load_tractogram('tractogram_EuDX.trk', 'same')\n", - "sft = load_trk('tractogram_EuDX.trk', 'same')" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "sft.to_vox()\n", - "streamlines = sft.streamlines" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "source": [ - "from dipy.viz import window, actor, colormap\n", - "\n", - "# Prepare display objects\n", - "# streamlines_actor = actor.line(streamlines, colormap.line_colors(streamlines))\n", - "streamlines_actor = actor.line(streamlines)\n", - "\n", - "# Create 3D display\n", - "scene = window.Scene()\n", + "from dipy.io.stateful_tractogram import Space, StatefulTractogram\n", + "from dipy.io.streamline import save_tractogram\n", "\n", - "# Create the directory to save the results\n", - "out_dir = '../../data/ds000221/derivatives/dwi/tractography/sub-%s/ses-01/dwi/' % subj\n", + "sft = StatefulTractogram(streamlines, dwi_img, Space.RASMM)\n", "\n", - "if not os.path.exists(out_dir):\n", - " os.makedirs(out_dir)\n", + "# Save the tractogram\n", + "save_tractogram(sft, os.path.join(out_dir, \"tractogram_deterministic_EuDX.trk\"))\n", "\n", + "# Plot the tractogram\n", + "scene = window.Scene()\n", + "scene.add(actor.line(streamlines, colormap.line_colors(streamlines)))\n", "det_tractogram_eudx_scene_arr = window.snapshot(\n", " scene,\n", - " fname=os.path.join(out_dir, 'tractogram_EuDX.png'),\n", + " fname=os.path.join(out_dir, 'tractogram_deterministic_EuDX.png'),\n", " size=(800, 800), offscreen=True)\n", "\n", - "import matplotlib.pyplot as plt\n", - "%matplotlib inline\n", - "\n", - "# Show the image\n", "fig, axes = plt.subplots()\n", "axes.imshow(det_tractogram_eudx_scene_arr, origin=\"lower\")\n", "axes.axis(\"off\")\n", @@ -307,9 +324,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.7.10-final" } }, "nbformat": 4, "nbformat_minor": 4 -} +} \ No newline at end of file diff --git a/code/deterministic_tractography/solutions/deterministic_tractography_solutions.ipynb b/code/deterministic_tractography/solutions/deterministic_tractography_solutions.ipynb deleted file mode 100644 index 28fa26bb..00000000 --- a/code/deterministic_tractography/solutions/deterministic_tractography_solutions.ipynb +++ /dev/null @@ -1,308 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Deterministic tractography\n", - "\n", - "Deterministic tractography algorithms perform tracking of streamlines by following a predictable path, such as following the primary diffusion direction ($\\lambda_1$).\n", - "\n", - "In order to demonstrate how to perform deterministic tracking on a diffusion MRI dataset, we will quickly repeat the steps from the previous notebook and compute the diffusion tensor. We will additionally extract the `affine` data from the diffusion image, which we will need later on!" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from bids.layout import BIDSLayout\n", - "from dipy.io.gradients import read_bvals_bvecs\n", - "from dipy.core.gradients import gradient_table\n", - "from nilearn import image as img\n", - "import nibabel as nib\n", - "\n", - "layout = BIDSLayout(\"../data/ds000221/derivatives\", validate=False)\n", - "\n", - "subj = '010006'\n", - "\n", - "dwi = layout.get(subject=subj, suffix='preproc', extension='nii.gz', return_type='file')[0]\n", - "bval = layout.get(subject=subj, suffix='preproc', extension='bval', return_type='file')[0]\n", - "bvec = layout.get(subject=subj, suffix='preproc', extension='bvec', return_type='file')[0]\n", - "\n", - "dwi_img = img.load_img(dwi)\n", - "affine = dwi_img.affine\n", - "\n", - "gt_bvals, gt_bvecs = read_bvals_bvecs(bval, bvec)\n", - "gtab = gradient_table(gt_bvals, gt_bvecs)" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import dipy.reconst.dti as dti\n", - "from dipy.segment.mask import median_otsu\n", - "\n", - "dwi_data = dwi_img.get_data()\n", - "dwi_data, dwi_mask = median_otsu(dwi_data, vol_idx=[0], numpass=1) # Specify the volume index to the b0 volumes\n", - "\n", - "dti_model = dti.TensorModel(gtab)\n", - "dti_fit = dti_model.fit(dwi_data, mask=dwi_mask) # This step may take a while" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We will perform tracking using a deterministic algorithm on tensor fields via `EuDX` [(Garyfallidis _et al._, 2012)](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3518823/). `EuDX` makes use of the primary direction of the diffusion tensor to propagate streamlines from voxel to voxel and a stopping criteria from the fractional anisotropy (FA). We will get the FA map and eigenvectors from our tensor fitting." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "fa_img = dti_fit.fa\n", - "evecs_img = dti_fit.evecs" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In the background of the image, the fitting may not be accurate as all of the measured signal is primarily noise and it is possible that values of NaNs (not a number) may be found in the FA map. We can remove these using `numpy` to find and set these voxels to 0." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "\n", - "fa_img[np.isnan(fa_img)] = 0" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "One of the inputs of `EuDX` is the discretized voxel directions on a unit sphere. Therefore, it is necessary to discretize the eigenvectors before providing them to `EuDX`. We will use an evenly distributed sphere of 362 points using the `get_sphere` function." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "from dipy.data import get_sphere\n", - "\n", - "sphere = get_sphere('symmetric362')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We will determine the indices representing the discretized directions of the peaks by providing as input, our tensor model, the diffusion data, the sphere, and a mask to apply the processing to. Additionally, we will set the minimum angle between directions, the maximum number of peaks to return (1 for the tensor model), and the relative peak threshold (returning peaks greater than this value).\n", - "\n", - "_Note: This step may take a while to run._" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "from dipy.direction import peaks_from_model\n", - "\n", - "peak_indices = peaks_from_model(model=dti_model, data=dwi_data, sphere=sphere, relative_peak_threshold=.2, min_separation_angle=25, mask=dwi_mask, npeaks=2)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Additionally, we will apply a stopping criterion for our tracking based on the FA map. That is, we will stop our tracking when we reach a voxel where FA is below 0.2." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "from dipy.tracking.stopping_criterion import ThresholdStoppingCriterion\n", - "\n", - "stopping_criterion = ThresholdStoppingCriterion(fa_img, .2)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We will also need to specify where to \"seed\" (begin) the fiber tracking. Generally, the seeds chosen will depend on the pathways one is interested in modelling. In this example, we will create a seed mask from the FA map thresholding above our stopping criterion." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "from dipy.tracking import utils\n", - "\n", - "seed_mask = fa_img.copy()\n", - "seed_mask[seed_mask>=0.2] = 1\n", - "seed_mask[seed_mask<0.2] = 0\n", - "\n", - "seeds = utils.seeds_from_mask(seed_mask, affine=affine, density=1)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now, we can apply the tracking algorithm! \n", - "\n", - "As mentioned previously, `EuDX` is the fiber tracking algorithm that we will be using. The most important parameters to include are the indices representing the discretized directions of the peaks (`peak_indices`), the stopping criterion, the seeds, the affine transformation, and the step sizes to take when tracking!" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "from dipy.tracking.local_tracking import LocalTracking\n", - "from dipy.tracking.streamline import Streamlines\n", - "\n", - "# Initialize local tracking - computation happens in the next step.\n", - "streamlines_generator = LocalTracking(peak_indices, stopping_criterion, seeds, affine=affine, step_size=.5)\n", - "\n", - "# Generate streamlines object\n", - "streamlines = Streamlines(streamlines_generator)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We just created a deterministic set of streamlines using the `EuDX` algorithm mapping the human connectome (tractography). We can save the streamlines as a Trackvis file so it can be loaded into other software for visualization or further analysis. To do so, we need to save the tractogram state using `StatefulTractogram` and `save_trk` to save the file. Note that we will have to specify the space to save the tractogram in." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "from dipy.io.stateful_tractogram import Space, StatefulTractogram\n", - "from dipy.io.streamline import save_trk\n", - "\n", - "sft = StatefulTractogram(streamlines, dwi_img, Space.RASMM)\n", - "save_trk(sft, \"tractogram_EuDX.trk\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can then generate the streamlines 3D scene using the `fury` python package,\n", - "and visualize the scene's contents with `matplotlib`." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from dipy.io.streamline import load_trk\n", - "\n", - "sft = load_trk('tractogram_EuDX.trk', 'same')" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "sft.to_vox()\n", - "streamlines = sft.streamlines" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "source": [ - "from dipy.viz import window, actor, colormap\n", - "\n", - "# Prepare display objects\n", - "# streamlines_actor = actor.line(streamlines, colormap.line_colors(streamlines))\n", - "streamlines_actor = actor.line(streamlines)\n", - "\n", - "# Create the directory to save the results\n", - "out_dir = '../../data/ds000221/derivatives/dwi/tractography/sub-%s/ses-01/dwi/' % subj\n", - "\n", - "if not os.path.exists(out_dir):\n", - " os.makedirs(out_dir)\n", - "\n", - "# Create 3D display\n", - "scene = window.Scene()\n", - "\n", - "det_tractogram_eudx_scene_arr = window.snapshot(\n", - " scene,\n", - " fname=os.path.join(out_dir, 'tractogram_EuDX.png'),\n", - " size=(800, 800), offscreen=True)\n", - "\n", - "import matplotlib.pyplot as plt\n", - "%matplotlib inline\n", - "\n", - "# Show the image\n", - "fig, axes = plt.subplots()\n", - "axes.imshow(det_tractogram_eudx_scene_arr, origin=\"lower\")\n", - "axes.axis(\"off\")\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.7.0" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/fig/deterministic_tractography/fa.png b/fig/deterministic_tractography/fa.png new file mode 100644 index 0000000000000000000000000000000000000000..b23eeefb5d34d952c733027e2fa3269786d3a57a GIT binary patch literal 112336 zcmeFZc~n#9+BZzwr}dmF(i}xlrZ%+NfItxe8PnD%3L=(KnPNdj#vow|Lt^VuBU6rL zQl=C&AVLxmLI^`*3xvv$C=kYwC>SCHh#`a!2=Lv|>i0bFyPj`7f4uKM-#U9O7Y6p; 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