Label-Set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation
Lucas Fidon, Michaël Aertsen, Doaa Emam, Nada Mufti, Frédéric Guffens, Thomas Deprest, Philippe Demaerel, Anna L. David, Andrew Melbourne, Sébastien Ourselin, Jan Deprest, Tom Vercauteren
Topics & Concepts
Computer scienceArtificial intelligenceSegmentationDeep learningPattern recognition (psychology)Convolutional neural networkArtificial neural networkSet (abstract data type)Computer visionProgramming languageFetal and Pediatric Neurological DisordersDomain Adaptation and Few-Shot LearningNeonatal and fetal brain pathology