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FedBN
[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization3DSAM-adapter
Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image SegmentationEndoNeRF
[MICCAI'22] Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic SurgerySurRoL
[IROS'21] SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot LearningEndo-FM
[MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-trainHarmoFL
[AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical ImagesContrastive-COVIDNet
[IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT ClassificationFL-COVID
[npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study. (Nature publishing group)DEX
[ICRA'23] Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical RobotimFedSemi
[MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class ImbalanceDLTTA
[IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical ImagesDiffusionMLS
[IPMI'23] Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift QuantificationGazeMedSeg
[MICCAI'24] Weakly-supervised Medical Image Segmentation with Gaze AnnotationsViSkill
[IROS'23] Value-Informed Skill Chaining for Policy Learning of Long-Horizon Tasks with Surgical RobotClient-DP-FL
[MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical ImagingTTADC
[MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution ShiftHeteroPFL
[ICLR'24] Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence RateAI-Endo
Code repository of AI-EndoPICG2scoring
[MICCAI'24] Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS ScoringRecoverTissueDeform
[IEEE TMI'24] Self-Supervised Cyclic Diffeomorphic Mapping for Soft Tissue Deformation Recovery in Robotic Surgery ScenesICHSeg
[ISBI'24] Segmentation of Tiny Intracranial Hemorrhage via Learning-to-Rank Local Feature EnhancementEfficient-AI-tool-for-liver-fibrosis-staging
TraumaDet
[MICCAI'24] Language-Enhanced Local-Global Aggregation Network for Multi-Organ Trauma DetectionLove Open Source and this site? Check out how you can help us