MediaBrain-SJTU / GPFL-GRACEView external linksLinks
[MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction
☆17Jun 29, 2023Updated 2 years ago
Alternatives and similar repositories for GPFL-GRACE
Users that are interested in GPFL-GRACE are comparing it to the libraries listed below
Sorting:
- The code for paper FedCL: Federated Contrastive Learning for Multi-center Medical Image Classification.☆24Jun 8, 2023Updated 2 years ago
- Codes for our paper "Boundary-Enhanced Self-Supervised Learningfor Brain Structure Segmentation"☆23Nov 11, 2022Updated 3 years ago
- Structure-Aware Image Segmentation with Homotopy Warping☆12Sep 19, 2023Updated 2 years ago
- Enhanced GPUstat-web☆10Oct 2, 2020Updated 5 years ago
- An Official Implementation for the Paper 'Point Beyond Class: A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-…☆18Oct 20, 2022Updated 3 years ago
- Official repository for the AAAI2026 paper (Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery …☆22Feb 4, 2026Updated last week
- ☆14Nov 29, 2022Updated 3 years ago
- ☆11Jan 25, 2024Updated 2 years ago
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆15Jul 20, 2022Updated 3 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆91Jul 19, 2022Updated 3 years ago
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆37Aug 19, 2021Updated 4 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆76May 27, 2024Updated last year
- IEEE TMI 2021☆17Feb 15, 2023Updated 3 years ago
- Source code for the paper "A Medical Semantic-Assisted Transformer for Radiographic Report Generation"☆25Jun 23, 2023Updated 2 years ago
- [MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift☆21Oct 28, 2022Updated 3 years ago
- [CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space☆265Apr 1, 2021Updated 4 years ago
- ☆22Jun 18, 2021Updated 4 years ago
- Learning to segment multi-organ and tumorsfrom multiple partially labeled datasets☆19Apr 8, 2021Updated 4 years ago
- 【IEEE TMI 2022】Specificity-Preserving Federated Learning for MR Image Reconstruction☆46Aug 24, 2022Updated 3 years ago
- Notes and paper reports for machine learning☆24Aug 30, 2021Updated 4 years ago
- ☆25Nov 8, 2024Updated last year
- Reproduce the paper named 'HOW MUCH POSITION INFORMATION DO CONVOLUTIONAL NEURAL NETWORKS ENCODE?', which published as a conference paper…☆24May 29, 2020Updated 5 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆28Oct 8, 2021Updated 4 years ago
- One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis (pFLSynth)☆27Jan 23, 2024Updated 2 years ago
- ☆27Jun 25, 2021Updated 4 years ago
- This repository is an official PyTorch implementation of the paper "BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framewor…☆29Aug 10, 2022Updated 3 years ago
- Official Code for All-in-One Medical Image Re-Identification (CVPR2025)☆18Jan 11, 2026Updated last month
- Codes for MICCAI 2021 Paper: Selective Learning from External Data for CT Image Segmentation☆12Oct 10, 2021Updated 4 years ago
- Code for the MICCAI DART 2020 paper☆32Aug 2, 2021Updated 4 years ago
- Code for "Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification", ECCV 2020 Spotlight☆38Feb 2, 2021Updated 5 years ago
- Code for [MICCAI 2023] Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Seg…☆44Feb 4, 2025Updated last year
- Code for [MICCAI 2023 (Early Accept)] Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation.☆36Jun 24, 2023Updated 2 years ago
- EfficientNet model is fine-tuned on facial expressions to detect 6 of the basic emotions☆11May 27, 2021Updated 4 years ago
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆33Sep 21, 2020Updated 5 years ago
- Official Code for Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning☆15Jul 24, 2025Updated 6 months ago
- PyNoetic: A Modular Python Framework for No-Code Development of EEG Brain-Computer Interfaces☆25Jun 26, 2025Updated 7 months ago
- ☆12Oct 28, 2023Updated 2 years ago
- (NeurIPS 2024) One-shot Federated Learning via Synthetic Distiller-Distillate Communication☆13Mar 11, 2025Updated 11 months ago
- Multi-Organ Foundation Model for Universal Ultrasound Image Segmentation with Task Prompt and Anatomical Prior☆16Sep 30, 2024Updated last year