OHIF with Cornerstone3D 2.0 (#4347)
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@@ -1,23 +1,23 @@
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import { vec3 } from 'gl-matrix';
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import OHIF from '@ohif/core';
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import * as cs from '@cornerstonejs/core';
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import * as csTools from '@cornerstonejs/tools';
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import { classes } from '@ohif/core';
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import getThresholdValues from './utils/getThresholdValue';
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import calculateTMTV from './utils/calculateTMTV';
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import createAndDownloadTMTVReport from './utils/createAndDownloadTMTVReport';
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import dicomRTAnnotationExport from './utils/dicomRTAnnotationExport/RTStructureSet';
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import { getWebWorkerManager } from '@cornerstonejs/core';
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import { Enums } from '@cornerstonejs/tools';
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const { SegmentationRepresentations } = Enums;
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const metadataProvider = classes.MetadataProvider;
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const ROI_THRESHOLD_MANUAL_TOOL_IDS = [
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'RectangleROIStartEndThreshold',
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'RectangleROIThreshold',
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'CircleROIStartEndThreshold'
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'CircleROIStartEndThreshold',
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];
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const LABELMAP = csTools.Enums.SegmentationRepresentations.Labelmap;
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const workerManager = getWebWorkerManager();
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@@ -36,6 +36,28 @@ const workerFn = () => {
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});
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};
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function getVolumesFromSegmentation(segmentationId) {
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const csSegmentation = csTools.segmentation.state.getSegmentation(segmentationId);
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const labelmapData = csSegmentation.representationData[
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SegmentationRepresentations.Labelmap
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] as csTools.Types.LabelmapToolOperationDataVolume;
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const { volumeId, referencedVolumeId } = labelmapData;
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const labelmapVolume = cs.cache.getVolume(volumeId);
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const referencedVolume = cs.cache.getVolume(referencedVolumeId);
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return { labelmapVolume, referencedVolume };
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}
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function getLabelmapVolumeFromSegmentation(segmentation) {
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const { representationData } = segmentation;
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const { volumeId } = representationData[
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SegmentationRepresentations.Labelmap
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] as csTools.Types.LabelmapToolOperationDataVolume;
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return cs.cache.getVolume(volumeId);
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}
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const commandsModule = ({ servicesManager, commandsManager, extensionManager }: withAppTypes) => {
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const {
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viewportGridService,
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@@ -60,20 +82,6 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
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return enabledElement;
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}
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function _getMatchedViewportsToolGroupIds() {
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const { viewportMatchDetails } = hangingProtocolService.getMatchDetails();
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const toolGroupIds = [];
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viewportMatchDetails.forEach(viewport => {
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const { viewportOptions } = viewport;
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const { toolGroupId } = viewportOptions;
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if (toolGroupIds.indexOf(toolGroupId) === -1) {
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toolGroupIds.push(toolGroupId);
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}
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});
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return toolGroupIds;
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}
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function _getAnnotationsSelectedByToolNames(toolNames) {
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return toolNames.reduce((allAnnotationUIDs, toolName) => {
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const annotationUIDs =
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@@ -102,7 +110,6 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
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}
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ptDisplaySet = displaySets.find(displaySet => displaySet.Modality === 'PT');
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if (ptDisplaySet) {
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break;
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}
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@@ -142,55 +149,48 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
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createNewLabelmapFromPT: async ({ label }) => {
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// Create a segmentation of the same resolution as the source data
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// using volumeLoader.createAndCacheDerivedVolume.
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const { viewportMatchDetails } = hangingProtocolService.getMatchDetails();
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const ptDisplaySet = actions.getMatchingPTDisplaySet({
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viewportMatchDetails,
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});
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let withPTViewportId = null;
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for (const [viewportId, { displaySetsInfo }] of viewportMatchDetails.entries()) {
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const isPT = displaySetsInfo.some(
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({ displaySetInstanceUID }) =>
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displaySetInstanceUID === ptDisplaySet.displaySetInstanceUID
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);
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if (isPT) {
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withPTViewportId = viewportId;
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break;
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}
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}
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if (!ptDisplaySet) {
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uiNotificationService.error('No matching PT display set found');
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return;
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}
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const currentSegmentations = segmentationService.getSegmentations();
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const currentSegmentations =
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segmentationService.getSegmentationRepresentations(withPTViewportId);
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const segmentationId = await segmentationService.createSegmentationForDisplaySet(
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ptDisplaySet.displaySetInstanceUID,
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{ label: `Segmentation ${currentSegmentations.length + 1}` }
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);
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const displaySet = displaySetService.getDisplaySetByUID(ptDisplaySet.displaySetInstanceUID);
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// Add Segmentation to all toolGroupIds in the viewer
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const toolGroupIds = _getMatchedViewportsToolGroupIds();
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const representationType = LABELMAP;
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for (const toolGroupId of toolGroupIds) {
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const hydrateSegmentation = true;
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await segmentationService.addSegmentationRepresentationToToolGroup(
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toolGroupId,
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segmentationId,
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hydrateSegmentation,
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representationType
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);
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segmentationService.setActiveSegmentationForToolGroup(segmentationId, toolGroupId);
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}
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segmentationService.addSegment(segmentationId, {
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segmentIndex: 1,
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properties: {
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label: 'Segment 1',
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},
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const segmentationId = await segmentationService.createLabelmapForDisplaySet(displaySet, {
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label: `Segmentation ${currentSegmentations.length + 1}`,
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segments: { 1: { label: 'Segment 1', active: true } },
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});
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segmentationService.addSegmentationRepresentation(withPTViewportId, {
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segmentationId,
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});
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return segmentationId;
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},
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setSegmentationActiveForToolGroups: ({ segmentationId }) => {
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const toolGroupIds = _getMatchedViewportsToolGroupIds();
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toolGroupIds.forEach(toolGroupId => {
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segmentationService.setActiveSegmentationForToolGroup(segmentationId, toolGroupId);
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});
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},
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thresholdSegmentationByRectangleROITool: ({ segmentationId, config, segmentIndex }) => {
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const segmentation = csTools.segmentation.state.getSegmentation(segmentationId);
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@@ -201,12 +201,12 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
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const ctDisplaySet = matchDetails.get('ctDisplaySet');
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const ctVolumeId = `${volumeLoaderScheme}:${ctDisplaySet.displaySetInstanceUID}`; // VolumeId with loader id + volume id
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const { volumeId: segVolumeId } = representationData[LABELMAP];
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const { volumeId: segVolumeId } = representationData[
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SegmentationRepresentations.Labelmap
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] as csTools.Types.LabelmapToolOperationDataVolume;
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const { referencedVolumeId } = cs.cache.getVolume(segVolumeId);
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const annotationUIDs = _getAnnotationsSelectedByToolNames(
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ROI_THRESHOLD_MANUAL_TOOL_IDS
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);
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const annotationUIDs = _getAnnotationsSelectedByToolNames(ROI_THRESHOLD_MANUAL_TOOL_IDS);
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if (annotationUIDs.length === 0) {
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uiNotificationService.show({
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@@ -284,16 +284,21 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
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{ overwrite: true, segmentIndex }
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);
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},
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calculateSuvPeak: async ({ labelmap, segmentIndex }) => {
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calculateSuvPeak: async ({ segmentationId, segmentIndex }) => {
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const segmentation = segmentationService.getSegmentation(segmentationId);
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const { representationData } = segmentation;
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const { volumeId, referencedVolumeId } = representationData[
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SegmentationRepresentations.Labelmap
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] as csTools.Types.LabelmapToolOperationDataVolume;
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const labelmap = cs.cache.getVolume(volumeId);
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const referencedVolume = cs.cache.getVolume(referencedVolumeId);
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// if we put it in the top, it will appear in other modes
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workerManager.registerWorker('suv-peak-worker', workerFn, options);
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const { referencedVolumeId } = labelmap;
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const referencedVolume = cs.cache.getVolume(referencedVolumeId);
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const annotationUIDs = _getAnnotationsSelectedByToolNames(
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ROI_THRESHOLD_MANUAL_TOOL_IDS
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);
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const annotationUIDs = _getAnnotationsSelectedByToolNames(ROI_THRESHOLD_MANUAL_TOOL_IDS);
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const annotations = annotationUIDs.map(annotationUID =>
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csTools.annotation.state.getAnnotation(annotationUID)
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@@ -304,8 +309,8 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
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origin: labelmap.origin,
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direction: labelmap.direction,
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spacing: labelmap.spacing,
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scalarData: labelmap.scalarData,
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metadata: labelmap.metadata,
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scalarData: labelmap.voxelManager.getCompleteScalarDataArray(),
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};
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const referenceVolumeProps = {
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@@ -313,8 +318,8 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
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origin: referencedVolume.origin,
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direction: referencedVolume.direction,
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spacing: referencedVolume.spacing,
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scalarData: referencedVolume.scalarData,
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metadata: referencedVolume.metadata,
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scalarData: referencedVolume.voxelManager.getCompleteScalarDataArray(),
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};
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// metadata in annotations has enabledElement which is not serializable
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@@ -335,12 +340,13 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
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};
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});
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const suvPeak = await workerManager.executeTask('suv-peak-worker', 'calculateSuvPeak', {
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labelmapProps,
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referenceVolumeProps,
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annotations: annotationsToSend,
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segmentIndex,
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});
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const suvPeak =
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(await workerManager.executeTask('suv-peak-worker', 'calculateSuvPeak', {
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labelmapProps,
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referenceVolumeProps,
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annotations: annotationsToSend,
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segmentIndex,
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})) || {};
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return {
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suvPeak: suvPeak.mean,
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@@ -349,38 +355,40 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
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suvMaxLPS: suvPeak.maxLPS,
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};
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},
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getLesionStats: ({ labelmap, segmentIndex = 1 }) => {
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const { scalarData, spacing } = labelmap;
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const referencedScalarData = cs.cache.getVolume(labelmap.referencedVolumeId).getScalarData();
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getLesionStats: ({ segmentationId, segmentIndex = 1 }) => {
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const { labelmapVolume, referencedVolume } = getVolumesFromSegmentation(segmentationId);
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const { voxelManager: segVoxelManager, imageData, spacing } = labelmapVolume;
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const { voxelManager: refVoxelManager } = referencedVolume;
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let segmentationMax = -Infinity;
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let segmentationMin = Infinity;
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const segmentationValues = [];
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let voxelCount = 0;
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for (let i = 0; i < scalarData.length; i++) {
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if (scalarData[i] === segmentIndex) {
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const value = referencedScalarData[i];
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segmentationValues.push(value);
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if (value > segmentationMax) {
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segmentationMax = value;
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const callback = ({ value, index }) => {
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if (value === segmentIndex) {
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const refValue = refVoxelManager.getAtIndex(index) as number;
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segmentationValues.push(refValue);
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if (refValue > segmentationMax) {
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segmentationMax = refValue;
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}
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if (value < segmentationMin) {
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segmentationMin = value;
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if (refValue < segmentationMin) {
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segmentationMin = refValue;
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}
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voxelCount++;
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}
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}
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const mean = segmentationValues.reduce((a, b) => a + b, 0) / voxelCount;
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};
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segVoxelManager.forEach(callback, { imageData });
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const mean = segmentationValues.reduce((a, b) => a + b, 0) / voxelCount;
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const stats = {
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minValue: segmentationMin,
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maxValue: segmentationMax,
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meanValue: mean,
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stdValue: Math.sqrt(
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segmentationValues
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.map((k) => (k - mean) ** 2)
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.reduce((acc, curr) => acc + curr, 0) / voxelCount),
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segmentationValues.map(k => (k - mean) ** 2).reduce((acc, curr) => acc + curr, 0) /
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voxelCount
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),
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volume: voxelCount * spacing[0] * spacing[1] * spacing[2] * 1e-3,
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};
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@@ -393,21 +401,30 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
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lesionGlyoclysisStats: volume * meanValue,
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};
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},
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calculateTMTV: ({ segmentations }) => {
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const labelmaps = segmentations.map(s => segmentationService.getLabelmapVolume(s.id));
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calculateTMTV: async ({ segmentations }) => {
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const labelmapProps = segmentations.map(segmentation => {
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const labelmap = getLabelmapVolumeFromSegmentation(segmentation);
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return {
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dimensions: labelmap.dimensions,
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spacing: labelmap.spacing,
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scalarData: labelmap.voxelManager.getCompleteScalarDataArray(),
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origin: labelmap.origin,
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direction: labelmap.direction,
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};
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});
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if (!labelmaps.length) {
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if (!labelmapProps.length) {
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return;
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}
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return calculateTMTV(labelmaps);
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return await workerManager.executeTask('suv-peak-worker', 'calculateTMTV', labelmapProps);
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},
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exportTMTVReportCSV: ({ segmentations, tmtv, config, options }) => {
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exportTMTVReportCSV: async ({ segmentations, tmtv, config, options }) => {
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const segReport = commandsManager.runCommand('getSegmentationCSVReport', {
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segmentations,
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});
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const tlg = actions.getTotalLesionGlycolysis({ segmentations });
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const tlg = await actions.getTotalLesionGlycolysis({ segmentations });
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const additionalReportRows = [
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{ key: 'Total Lesion Glycolysis', value: { tlg: tlg.toFixed(4) } },
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{ key: 'Threshold Configuration', value: { ...config } },
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@@ -422,51 +439,34 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
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createAndDownloadTMTVReport(segReport, additionalReportRows, options);
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},
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getTotalLesionGlycolysis: ({ segmentations }) => {
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const labelmapVolumes = segmentations.map(s => segmentationService.getLabelmapVolume(s.id));
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getTotalLesionGlycolysis: async ({ segmentations }) => {
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const labelmapProps = segmentations.map(segmentation => {
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const labelmap = getLabelmapVolumeFromSegmentation(segmentation);
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return {
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dimensions: labelmap.dimensions,
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spacing: labelmap.spacing,
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scalarData: labelmap.voxelManager.getCompleteScalarDataArray(),
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origin: labelmap.origin,
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direction: labelmap.direction,
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};
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});
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let mergedLabelmap;
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// merge labelmap will through an error if labels maps are not the same size
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// or same direction or ....
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try {
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mergedLabelmap =
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csTools.utilities.segmentation.createMergedLabelmapForIndex(labelmapVolumes);
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} catch (e) {
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console.error('commandsModule::getTotalLesionGlycolysis', e);
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return;
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}
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const { referencedVolume: ptVolume } = getVolumesFromSegmentation(
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segmentations[0].segmentationId
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);
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// grabbing the first labelmap referenceVolume since it will be the same for all
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const { referencedVolumeId, spacing } = labelmapVolumes[0];
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const ptVolumeProps = {
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dimensions: ptVolume.dimensions,
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spacing: ptVolume.spacing,
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scalarData: ptVolume.voxelManager.getCompleteScalarDataArray(),
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origin: ptVolume.origin,
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direction: ptVolume.direction,
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};
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if (!referencedVolumeId) {
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console.error('commandsModule::getTotalLesionGlycolysis:No referencedVolumeId found');
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}
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const ptVolume = cs.cache.getVolume(referencedVolumeId);
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const mergedLabelData = mergedLabelmap.getScalarData();
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if (mergedLabelData.length !== ptVolume.getScalarData().length) {
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console.error(
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'commandsModule::getTotalLesionGlycolysis:Labelmap and ptVolume are not the same size'
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);
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}
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let suv = 0;
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let totalLesionVoxelCount = 0;
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for (let i = 0; i < mergedLabelData.length; i++) {
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// if not background
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if (mergedLabelData[i] !== 0) {
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suv += ptVolume.getScalarData()[i];
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totalLesionVoxelCount += 1;
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}
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}
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// Average SUV for the merged labelmap
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const averageSuv = suv / totalLesionVoxelCount;
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// total Lesion Glycolysis [suv * ml]
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return averageSuv * totalLesionVoxelCount * spacing[0] * spacing[1] * spacing[2] * 1e-3;
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return await workerManager.executeTask('suv-peak-worker', 'getTotalLesionGlycolysis', {
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labelmapProps,
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referenceVolumeProps: ptVolumeProps,
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});
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},
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setStartSliceForROIThresholdTool: () => {
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const { viewport } = _getActiveViewportsEnabledElement();
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@@ -480,7 +480,7 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
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const annotation = csTools.annotation.state.getAnnotation(annotationUID);
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// set the current focalpoint
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// set the current focal point
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annotation.data.startCoordinate = focalPoint;
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// IMPORTANT: invalidate the toolData for the cached stat to get updated
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// and re-calculate the projection points
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@@ -498,7 +498,7 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
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const annotation = csTools.annotation.state.getAnnotation(annotationUID);
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// get the current focalpoint
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// get the current focal point
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const focalPointToEnd = viewport.getCamera().focalPoint;
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annotation.data.endCoordinate = focalPointToEnd;
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@@ -536,27 +536,34 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
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const report = {};
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for (const segmentation of segmentations) {
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const { id, label, cachedStats: data } = segmentation;
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const { label, segmentationId, representationData } =
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segmentation as csTools.Types.Segmentation;
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const id = segmentationId;
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const segReport = { id, label };
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if (!data) {
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if (!representationData) {
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report[id] = segReport;
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continue;
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}
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Object.keys(data).forEach(key => {
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if (typeof data[key] !== 'object') {
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segReport[key] = data[key];
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} else {
|
||||
Object.keys(data[key]).forEach(subKey => {
|
||||
const newKey = `${key}_${subKey}`;
|
||||
segReport[newKey] = data[key][subKey];
|
||||
});
|
||||
}
|
||||
});
|
||||
const { cachedStats } = segmentation.segments[1] || {}; // Assuming we want stats from the first segment
|
||||
|
||||
const labelmapVolume = segmentationService.getLabelmapVolume(id);
|
||||
if (cachedStats) {
|
||||
Object.entries(cachedStats).forEach(([key, value]) => {
|
||||
if (typeof value !== 'object') {
|
||||
segReport[key] = value;
|
||||
} else {
|
||||
Object.entries(value).forEach(([subKey, subValue]) => {
|
||||
const newKey = `${key}_${subKey}`;
|
||||
segReport[newKey] = subValue;
|
||||
});
|
||||
}
|
||||
});
|
||||
}
|
||||
|
||||
const labelmapVolume =
|
||||
segmentation.representationData[SegmentationRepresentations.Labelmap];
|
||||
|
||||
if (!labelmapVolume) {
|
||||
report[id] = segReport;
|
||||
@@ -564,9 +571,8 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
|
||||
}
|
||||
|
||||
const referencedVolumeId = labelmapVolume.referencedVolumeId;
|
||||
segReport.referencedVolumeId = referencedVolumeId;
|
||||
|
||||
const referencedVolume = segmentationService.getLabelmapVolume(referencedVolumeId);
|
||||
const referencedVolume = cs.cache.getVolume(referencedVolumeId);
|
||||
|
||||
if (!referencedVolume) {
|
||||
report[id] = segReport;
|
||||
@@ -603,6 +609,11 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
|
||||
},
|
||||
setFusionPTColormap: ({ toolGroupId, colormap }) => {
|
||||
const toolGroup = toolGroupService.getToolGroup(toolGroupId);
|
||||
|
||||
if (!toolGroup) {
|
||||
return;
|
||||
}
|
||||
|
||||
const { viewportMatchDetails } = hangingProtocolService.getMatchDetails();
|
||||
|
||||
const ptDisplaySet = actions.getMatchingPTDisplaySet({
|
||||
@@ -650,9 +661,6 @@ const commandsModule = ({ servicesManager, commandsManager, extensionManager }:
|
||||
createNewLabelmapFromPT: {
|
||||
commandFn: actions.createNewLabelmapFromPT,
|
||||
},
|
||||
setSegmentationActiveForToolGroups: {
|
||||
commandFn: actions.setSegmentationActiveForToolGroups,
|
||||
},
|
||||
thresholdSegmentationByRectangleROITool: {
|
||||
commandFn: actions.thresholdSegmentationByRectangleROITool,
|
||||
},
|
||||
|
||||
Reference in new issue
Block a user