Longitudinal Self-supervision to Disentangle Inter-patient Variability from Disease Progression
Raphaël Couronné, Paul Vernhet, Stanley Durrleman
Topics & Concepts
InterpretabilityComputer scienceGenerative modelMachine learningArtificial intelligenceResamplingConstraint (computer-aided design)Latent variableFeature learningRanking (information retrieval)Permutation (music)AutoencoderSet (abstract data type)Deep learningGenerative grammarMathematicsProgramming languageGeometryAcousticsPhysicsMachine Learning in HealthcareEpigenetics and DNA MethylationGenerative Adversarial Networks and Image Synthesis