med-air/imFedSemi med-air/imFedSemi

  • Stars
    star
    19
  • Rank 1,163,249 (Top 23 %)
  • Language
    Python
  • License
    MIT License
  • Created over 2 years ago
  • Updated about 2 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
med-air/imFedSemi
github

med-air

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

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

More Repositories

1

FedBN

[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
Python
227
star
2

3DSAM-adapter

Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation
Python
152
star
3

EndoNeRF

[MICCAI'22] Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery
Python
147
star
4

SurRoL

[IROS'21] SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning
Python
129
star
5

Endo-FM

[MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train
Python
124
star
6

HarmoFL

[AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images
Python
79
star
7

Contrastive-COVIDNet

[IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification
Python
55
star
8

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)
Python
37
star
9

DEX

[ICRA'23] Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot
Python
32
star
10

DLTTA

[IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images
Python
12
star
11

DiffusionMLS

[IPMI'23] Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification
Python
12
star
12

GazeMedSeg

[MICCAI'24] Weakly-supervised Medical Image Segmentation with Gaze Annotations
Python
11
star
13

ViSkill

[IROS'23] Value-Informed Skill Chaining for Policy Learning of Long-Horizon Tasks with Surgical Robot
Python
11
star
14

Client-DP-FL

[MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging
Python
10
star
15

TTADC

[MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift
Python
9
star
16

HeteroPFL

[ICLR'24] Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate
Python
9
star
17

IOP-FL

[IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation
Python
8
star
18

AI-Endo

Code repository of AI-Endo
Python
6
star
19

PICG2scoring

[MICCAI'24] Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring
Python
5
star
20

RecoverTissueDeform

[IEEE TMI'24] Self-Supervised Cyclic Diffeomorphic Mapping for Soft Tissue Deformation Recovery in Robotic Surgery Scenes
Jupyter Notebook
4
star
21

ICHSeg

[ISBI'24] Segmentation of Tiny Intracranial Hemorrhage via Learning-to-Rank Local Feature Enhancement
Python
2
star
22

Efficient-AI-tool-for-liver-fibrosis-staging

Python
2
star
23

TraumaDet

[MICCAI'24] Language-Enhanced Local-Global Aggregation Network for Multi-Organ Trauma Detection
Python
1
star