vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-Level Representations in Medical Images
Mikhail Goncharov, Vera Soboleva, Anvar Kurmukov, Maxim Pisov, Mikhail Belyaev
Topics & Concepts
VoxelComputer scienceConcatenation (mathematics)Artificial intelligenceFeature (linguistics)Semantics (computer science)Pattern recognition (psychology)SegmentationPyramid (geometry)Representation (politics)Code (set theory)Benchmark (surveying)Feature vectorNatural language processingComputer visionMathematicsProgramming languageArithmeticLinguisticsGeodesyLawPolitical sciencePoliticsGeographySet (abstract data type)GeometryPhilosophyDomain Adaptation and Few-Shot LearningRadiomics and Machine Learning in Medical ImagingCancer-related molecular mechanisms research