Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors
Arnaud Boutillon, Pierre-Henri Conze, Christelle Pons, Valérie Burdin, Bhushan Borotikar
Topics & Concepts
Computer scienceSegmentationArtificial intelligencePrior probabilityTransfer of learningRegularization (linguistics)GeneralizationMachine learningDeep learningPattern recognition (psychology)Medical imagingBayesian probabilityMathematicsMathematical analysisArtificial Intelligence in Healthcare and EducationCOVID-19 diagnosis using AIOrthopedic Infections and Treatments