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3dsam-adapter

Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation

ai-endo

Code repository of AI-Endo

client-dp-fl

[MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging

contrastive-covidnet

[IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification

dex

[ICRA'23] Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot

diffusionmls

[IPMI'23] Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification

dltta

[IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images

efficient-ai-tool-for-liver-fibrosis-staging

endo-fm

[MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train

endonerf

[MICCAI'22] Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery

fedbn

[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

fgrm

[NeurIPS'23] Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization

fl-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)

harmofl

[AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images

heteropfl

[ICLR'24] Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate

ichseg

[ISBI'24] Segmentation of Tiny Intracranial Hemorrhage via Learning-to-Rank Local Feature Enhancement

imfedsemi

[MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance

iop-fl

[IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation

surrol

[IROS'21] SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning

top-asah

top-gpm

ttadc

[MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift

viskill

[IROS'23] Value-Informed Skill Chaining for Policy Learning of Long-Horizon Tasks with Surgical Robot