Partial Volume Segmentation of Brain MRI Scans of Any Resolution and Contrast
Benjamin Billot, Eleanor Robinson, Adrian V. Dalca, Juan Eugenio Iglesias
Topics & Concepts
Computer scienceArtificial intelligenceSegmentationPartial volumeVoxelPattern recognition (psychology)Contrast (vision)Computer visionConvolutional neural networkDiscriminative modelImage segmentationBayesian probabilityResolution (logic)Probabilistic logicVolume (thermodynamics)Image resolutionModality (human–computer interaction)InferenceDeep learningGenerative modelReal-time MRIBayesian inferenceHigh resolutionFlexibility (engineering)Artificial neural networkStatistical modelImage (mathematics)Medical Image Segmentation TechniquesAdvanced Neural Network ApplicationsCerebrospinal fluid and hydrocephalus