ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration
Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka
Topics & Concepts
Computer scienceArtificial intelligenceModality (human–computer interaction)Image registrationEmbeddingPattern recognition (psychology)Regularization (linguistics)Similarity (geometry)Domain (mathematical analysis)Computer visionModalitiesFeature learningTask (project management)Image (mathematics)MathematicsMathematical analysisSocial scienceManagementEconomicsSociologyDomain Adaptation and Few-Shot LearningFetal and Pediatric Neurological DisordersMedical Image Segmentation Techniques