Showing 1–20 of 57 results
/ Date/ Name
Jul 9, 2018Weakly-Supervised Convolutional Neural Networks for Multimodal Image RegistrationMar 7, 2019Ultrasound Image Representation Learning by Modeling Sonographer Visual AttentionJul 26, 2022Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound ScanningJul 3, 2017Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening VideoOct 28, 2023Rethinking Semi-Supervised Federated Learning: How to co-train fully-labeled and fully-unlabeled client imaging dataAug 16, 2024TextCAVs: Debugging vision models using textDec 19, 2024FedPIA -- Permuting and Integrating Adapters leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated LearningMar 19, 2025Federated Continual 3D Segmentation With Single-round CommunicationFeb 27, 2026Experience-Guided Self-Adaptive Cascaded Agents for Breast Cancer Screening and Diagnosis with Reduced Biopsy ReferralsFeb 7, 2024Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease DetectionOct 25, 2023Show from Tell: Audio-Visual Modelling in Clinical SettingsAug 22, 2022Anatomy-Aware Contrastive Representation Learning for Fetal UltrasoundAug 31, 2019UPI-Net: Semantic Contour Detection in Placental UltrasoundMar 14, 2021Principled Ultrasound Data Augmentation for Classification of Standard PlanesMar 27, 2022Image quality assessment for machine learning tasks using meta-reinforcement learningNov 5, 2017Label-driven weakly-supervised learning for multimodal deformable image registrationApr 12, 2017Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline OptimizationAug 19, 2024Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose EstimationMar 10, 2025Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound VideosNov 17, 2024F$^3$OCUS -- Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics