{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "0e185d02", "metadata": {}, "outputs": [], "source": [ "# Copyright 2023 Nico Curti, Gianluca Carlini, and Riccardo Biondi\n", "# Author: Nico Curti\n", "# e-mail: nico.curti2@unibo.it" ] }, { "cell_type": "code", "execution_count": 2, "id": "58a4db5b", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pylab as plt\n", "import SimpleITK as sitk\n", "from skimage.measure import marching_cubes\n", "\n", "from graphomics import LoadImageFileInAnyFormat\n", "from graphomics import ResampleSize\n", "from graphomics import SkeletonizeImageFilter\n", "from graphomics import GraphThicknessImageFilter\n", "from graphomics import EdgeLabelWeightFilter\n", "from graphomics import GraphFilter" ] }, { "cell_type": "markdown", "id": "8f607076", "metadata": {}, "source": [ "# Multi-Modal Image graph" ] }, { "cell_type": "markdown", "id": "a503eba6", "metadata": {}, "source": [ "Demo of the `EdgeLabelWeightFilter` applied for the weighing of a skeleton graph according to a multi-modal medical imaging.\n", "\n", "In this demo we will see how we can use the skeleton graph using multi-modal images, considering one source for the graph extraction and a second one for its weighing.\n", "In particular we will focus on a classical CT-PET pair, keeping the CT for the anatomical skeleton anaysis and inserting the graph weights according to the value of the PET.\n", "\n", "For this demo we will use a 3D CT-PET pair acquired during the [GenoMed4All](https://genomed4all.eu) European project.\n", "GenoMed4All is the European initiative to transform the response to Haematological Diseases by seizing the power of Artificial Intelligence.\n", "One of the data type analyzed along this project involves the Multiple Myeloma case study.\n", "A cohort of patients affected by this disease was collected by the Nuclear Medicine Unit of the Sant'Orsola-Malpighi IRCCS Hospital of the University of Bologna, providing pair of CT-PET of whole patient body.\n", "\n", "Multiple Myeloma (MM), also known as plasma cell myeloma and simply myeloma, is a cancer of plasma cells, a type of white blood cell that normally produces antibodies.\n", "Often, no symptoms are noticed initially.\n", "As it progresses, bone pain, anemia, kidney dysfunction, and infections may occur.\n", "Complications may include hypercalcemia and amyloidosis (ref. [Wikipedia](https://en.wikipedia.org/wiki/Multiple_myeloma))\n", "\n", "The diagnosis of MM involves the analysis of PET images, paying attention to the signal in proximity to the bone marrows.\n", "For this reason is crucial the correct association between the anatomical information given by the CT scan with the PET ones.\n", "\n", "Roughly speaking, the diagnosis could be made considering the PET signal overlayed to the patient skeleton and the abnormalities of this signal could lead to informative features for the patient stratification.\n", "In this context, the possibility to extract and analyze the skeleton skeleton-graph could be informative, but we need to merge also the information given by the PET scan.\n", "\n", "In the above example the patient skeleton was obtained by the [Moose](https://github.com/idaholab/moose) algorithm applied on the CT scan.\n", "Different results could be obtained using other kinds of segmentation algorithm.\n", "\n", "Given this purpose, the first step is always the display of the starting available information." ] }, { "cell_type": "code", "execution_count": 3, "id": "6732944e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(512, 512, 237) (128, 128, 237) (512, 512, 237)\n" ] } ], "source": [ "ct = LoadImageFileInAnyFormat(filepath='../../../samples/MM/CT.nii.gz')\n", "pet = LoadImageFileInAnyFormat(filepath='../../../samples/MM/PET.nii')\n", "# load also the segmentation obtained by the Moose algorithm\n", "bones = LoadImageFileInAnyFormat(\n", " filepath='../../../samples/MM/Bones_CT.nii.gz',\n", " binarize=True\n", ")\n", "\n", "print(ct.GetSize(), pet.GetSize(), bones.GetSize())" ] }, { "cell_type": "markdown", "id": "04099ab6", "metadata": {}, "source": [ "As always, the PET scan has a resolution lower than the CT (and related bone segmentation) one.\n", "Starting from this resolution mismatch we could not directly overlay the two image modalities but a registration pre-processing is required.\n", "\n", "There are several ways in which we can perform an accurate volume registration, but for the current demo application we will perform just a simple downsampling of the CT/Bones volumes to the same physical space of the PET one." ] }, { "cell_type": "code", "execution_count": 4, "id": "a488569d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(128, 128, 237) (128, 128, 237) (128, 128, 237)\n" ] } ], "source": [ "ct = ResampleSize(\n", " mask=ct,\n", " new_size=pet.GetSize(),\n", " interpolator=sitk.sitkBSpline\n", ")\n", "bones = ResampleSize(\n", " mask=bones,\n", " new_size=pet.GetSize(),\n", " interpolator=sitk.sitkNearestNeighbor\n", ")\n", "\n", "print(ct.GetSize(), pet.GetSize(), bones.GetSize())" ] }, { "cell_type": "markdown", "id": "7c3da0b8", "metadata": {}, "source": [ "Now we can visualize the patient skeleton to check the initial data of our processing." ] }, { "cell_type": "code", "execution_count": 5, "id": "b7b629c8", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# retro-transform the volume to Numpy fmt for the display\n", "np_bones = sitk.GetArrayFromImage(bones)\n", "\n", "# extract the 3D mesh of the object for the plot\n", "verts, faces, normals, values = marching_cubes(np_bones, 0)\n", "\n", "# plot the results in a 3D graph\n", "fig = plt.figure(figsize=(10, 10))\n", "ax = fig.add_subplot(projection='3d')\n", "\n", "# draw the object volume\n", "ptz, pty, ptx = verts.T\n", "ax.plot_trisurf(ptx, pty, faces, ptz, \n", " color='lightgray',\n", " alpha=0.05,\n", " antialiased=False, \n", " linewidth=0.0\n", " )\n", "\n", "ax.set_box_aspect((np.ptp(ptx), np.ptp(pty), np.ptp(ptz)*0.75))\n", "ax.view_init(elev=0., azim=-90)\n", "ax.set_xlabel('x', fontsize=12)\n", "ax.set_ylabel('y', fontsize=12)\n", "ax.set_zlabel('z', fontsize=12)\n", "_ = ax.set_title('3D Patient Skeleton', fontsize=14)" ] }, { "cell_type": "markdown", "id": "b6a55180", "metadata": {}, "source": [ "Now we can use the identified skeleton segmentation as input for the graphomic package, aiming to extract the skeleton graph of the patient skeleton." ] }, { "cell_type": "code", "execution_count": 6, "id": "b6457f58", "metadata": {}, "outputs": [], "source": [ "# define the skeletonizer to use in the following examples\n", "skeletonizer = SkeletonizeImageFilter()\n", "\n", "# apply the skleletonization algorithm\n", "skeletonizer.Execute(bones)\n", "# get the resulting image\n", "skeleton = skeletonizer.GetSkeletonImage()\n", "\n", "# define the graph extractor to use in the following examples\n", "extractor = GraphThicknessImageFilter()\n", "\n", "# execute the filter\n", "extractor.Execute(skeleton)\n", "\n", "# get the computed information about the graph\n", "nodes = extractor.GetNodeIndexes()\n", "edges = extractor.GetEdgeIndexes()\n", "edgeLUT = extractor.GetEdgeLUTIndexes()\n", "edgeMap = extractor.GetEdgeMap()" ] }, { "cell_type": "markdown", "id": "333303f6", "metadata": {}, "source": [ "Display the results for sake of clarity." ] }, { "cell_type": "code", "execution_count": 7, "id": "4776f525", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# retro-transform the output to Numpy for the display\n", "np_skeleton = sitk.GetArrayFromImage(skeleton)\n", "\n", "# draw the skeleton shape\n", "sz, sy, sx = np.where(np_skeleton)\n", "ax.scatter(sx, sy, sz, color='r', marker='o', s=10, alpha=0.5)\n", "\n", "# plot the nodes as blue dots\n", "ax.scatter(*zip(*nodes), color='b', marker='o', s=40, alpha=0.25)\n", " \n", "# plot the edges as lines between vertices\n", "for ex, ey in edges:\n", " ax.plot(*zip(*(ex, ey)), color='lime', linewidth=2)\n", " \n", "fig" ] }, { "cell_type": "markdown", "id": "c32fd619", "metadata": {}, "source": [ "Using the skeleton graph we have obtained the graph which describe the anatomical shape of the patient bones, in which each edge should model the series of bone marrow regions.\n", "This skeleton drastically simplify the complexity of the patient skeleton and its analysis could address only anatomical information about the patient.\n", "\n", "The still missing information is related to the PET scan, which has not entered yet in the analysis.\n", "To include the PET values we can use the filter provided by the graphomic package weighing the skeleton graph according to the values of the PET scan involved in that segment of the bone." ] }, { "cell_type": "code", "execution_count": 8, "id": "c15e2cf8", "metadata": {}, "outputs": [], "source": [ "# declare the weight extractor filter\n", "wtype = EdgeLabelWeightFilter()\n", "\n", "# apply the weight extractor to the graph\n", "wtype.Execute(\n", " nodelist=extractor.GetNodePhysicalPoints(),\n", " edgelist=extractor.GetEdgePhysicalPoints(),\n", " lut=extractor.GetEdgeLUTPhysicalPoints(),\n", " mapper=edgeMap,\n", " mask=bones,\n", " labelmap=pet,\n", " metric='average'\n", ")\n", "\n", "# get the computed weights from the filter\n", "weights = wtype.GetWeightsList()" ] }, { "cell_type": "markdown", "id": "bfbc5249", "metadata": {}, "source": [ "This filter evaluate the \"semantic segmentation\" of the input skeleton volume, according to the seed points given by the edge labeling.\n", "In this way the resulting weights are evaluated as the average values of the PET signal in proximity of the edges, providing a valuable way to weigh the skeleton graph.\n", "\n", "The filter provides in output a simple lookup table of the edge weights, given by a series of pairs (edge-label, edge-weight) in which the edge-label could be related 1-to-1 to the values stored in edgemap.\n", "Using this information we can now weigh our skeleton graph and see how it change accordingly." ] }, { "cell_type": "code", "execution_count": 27, "id": "99e87ee8", "metadata": {}, "outputs": [], "source": [ "# start by copying the edgeMap volume\n", "weighted_skeleton = np.zeros(shape=edgeMap.GetSize(), dtype=np.float32)\n", "\n", "# evaluate the connected components of the edgeMap\n", "# for the re-labeling of the edges according to the\n", "# weights estimated by the filter\n", "stats = sitk.LabelShapeStatisticsImageFilter()\n", "stats.SetBackgroundValue(0)\n", "stats.SetGlobalDefaultNumberOfThreads(1)\n", "\n", "# evaluate the edgeMap\n", "stats.Execute(edgeMap)\n", "\n", "# loop along the label found\n", "for l in stats.GetLabels():\n", " \n", " # if it is a component given by an edge\n", " # aka if it is positive\n", " if l > 0 and l in weights:\n", "\n", " # get the corresponding list of indices\n", " idx = stats.GetIndexes(l)\n", "\n", " # reshape to numpy coords\n", " idx = [idx[i : i + 3]\n", " for i in range(0, len(idx), 3)\n", " ]\n", " idx = np.asarray(idx)\n", "\n", " # get the corresponding weight\n", " w = weights[l]\n", "\n", " # NOTE: the numpy format is transpose to (z, y, x)\n", " for z, y, x in idx:\n", " weighted_skeleton[z, y, x] = w" ] }, { "cell_type": "markdown", "id": "8cb76570", "metadata": {}, "source": [ "And now we can visualize the weighted skeleton graph" ] }, { "cell_type": "code", "execution_count": 48, "id": "8961563c", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plot the results in a 3D graph\n", "fig = plt.figure(figsize=(10, 10))\n", "ax = fig.add_subplot(projection='3d')\n", "\n", "# draw the object volume\n", "ptz, pty, ptx = verts.T\n", "ax.plot_trisurf(ptx, pty, faces, ptz, \n", " color='lightgray',\n", " alpha=0.05,\n", " antialiased=False, \n", " linewidth=0.0\n", " )\n", "\n", "ax.set_box_aspect((np.ptp(ptx), np.ptp(pty), np.ptp(ptz)*0.75))\n", "ax.view_init(elev=0., azim=-90)\n", "ax.set_xlabel('x', fontsize=12)\n", "ax.set_ylabel('y', fontsize=12)\n", "ax.set_zlabel('z', fontsize=12)\n", "_ = ax.set_title('3D Patient Skeleton', fontsize=14)\n", "\n", "# draw the skeleton shape\n", "sz, sy, sx = np.where(weighted_skeleton)\n", "ax.scatter(sz, sy, sx, c=weighted_skeleton[sz, sy, sx], cmap='hot', marker='o', s=10, alpha=0.5)\n", "\n", "# plot the nodes as blue dots\n", "ax.scatter(*zip(*nodes), color='b', marker='d', s=40, alpha=0.25)\n", " \n", "# normalize the weight for a better visualization\n", "wmax = np.max(list(weights.values()))\n", " \n", "# plot the edges as lines between vertices\n", "for k, (ex, ey) in edgeLUT.items():\n", " ax.plot(*zip(*(ex, ey)), color='lime', linewidth=(weights[k]/wmax + 1)*3, alpha=(weights[k]/wmax))" ] }, { "cell_type": "markdown", "id": "392ed3d6", "metadata": {}, "source": [ "As expected the maximum of the PET signal is found on the patient head, while on the the other bones the links appears quite short.\n", "However, it is interesting to notice how there is a not negligible signal on the back of the patient and in proximity of the heart.\n", "These two areas are particularly interesting for the MM diagnosis and the graphomic features could provide hints about the localization of the most informative areas and the consequent patient stratification." ] } ], "metadata": { "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": 5 }