ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2207.04655
  4. Cited By
Personalizing Federated Medical Image Segmentation via Local Calibration

Personalizing Federated Medical Image Segmentation via Local Calibration

European Conference on Computer Vision (ECCV), 2022
11 July 2022
Jiacheng Wang
Yueming Jin
Liansheng Wang
    FedML
ArXiv (abs)PDFHTMLGithub (49★)

Papers citing "Personalizing Federated Medical Image Segmentation via Local Calibration"

22 / 22 papers shown
Title
Personalized Federated Segmentation with Shared Feature Aggregation and Boundary-Focused Calibration
Personalized Federated Segmentation with Shared Feature Aggregation and Boundary-Focused Calibration
Ishmam Tashdeed
Md. Atiqur Rahman
Sabrina Islam
Md. Azam Hossain
FedML
201
0
0
24 Nov 2025
Privacy-Aware Federated nnU-Net for ECG Page Digitization
Privacy-Aware Federated nnU-Net for ECG Page Digitization
Nader Nemati
FedML
126
0
0
25 Oct 2025
Adversarial Versus Federated: An Adversarial Learning based Multi-Modality Cross-Domain Federated Medical Segmentation
Adversarial Versus Federated: An Adversarial Learning based Multi-Modality Cross-Domain Federated Medical Segmentation
You Zhou
Lijiang Chen
Shuchang Lyu
Guangxia Cui
Wenpei Bai
Zheng Zhou
Meng Li
Guangliang Cheng
Huiyu Zhou
Qi Zhao
OODFedMLMedIm
57
0
0
28 Sep 2025
CARE: Confidence-aware Ratio Estimation for Medical Biomarkers
CARE: Confidence-aware Ratio Estimation for Medical Biomarkers
Jiameng Li
Teodora Popordanoska
A. Tiulpin
Sebastian G. Gruber
F. Maes
Matthew B. Blaschko
163
0
0
26 May 2025
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation
Siladittya Manna
Suresh Das
Sayantari Ghosh
Saumik Bhattacharya
FedML
164
1
0
30 Mar 2025
FedSCA: Federated Tuning with Similarity-guided Collaborative Aggregation for Heterogeneous Medical Image Segmentation
FedSCA: Federated Tuning with Similarity-guided Collaborative Aggregation for Heterogeneous Medical Image Segmentation
Yumin Zhang
Yan Gao
Haoran Duan
Hanqing Guo
Tejal Shah
R. Ranjan
Bo Wei
FedML
220
0
0
19 Mar 2025
Federated Continual 3D Segmentation With Single-round Communication
Federated Continual 3D Segmentation With Single-round Communication
Can Peng
Qianhui Men
Pramit Saha
Qianye Yang
Cheng Ouyang
J. A. Noble
FedML
224
0
0
19 Mar 2025
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data AnalysisComputer Vision and Pattern Recognition (CVPR), 2025
Luyuan Xie
Tianyu Luan
Wenyuan Cai
Guochen Yan
Zhaoyu Chen
Nan Xi
Yuejian Fang
Qingni Shen
Zhonghai Wu
Junsong Yuan
FedML
674
2
0
13 Mar 2025
Federated Black-Box Adaptation for Semantic Segmentation
Federated Black-Box Adaptation for Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2024
Jay N. Paranjape
S. Sikder
S. Vedula
Vishal M. Patel
FedML
209
1
0
31 Oct 2024
A New Perspective to Boost Performance Fairness for Medical Federated
  Learning
A New Perspective to Boost Performance Fairness for Medical Federated LearningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Yunlu Yan
Lei Zhu
Yuexiang Li
Xinxing Xu
Rick Siow Mong Goh
Yong Liu
Salman Khan
Chun-Mei Feng
FedMLOOD
217
1
0
12 Oct 2024
Personalizing Federated Instrument Segmentation with Visual Trait Priors
  in Robotic Surgery
Personalizing Federated Instrument Segmentation with Visual Trait Priors in Robotic SurgeryIEEE Transactions on Biomedical Engineering (IEEE TBME), 2024
Jialang Xu
Jiacheng Wang
Lequan Yu
Danail Stoyanov
Yueming Jin
E. Mazomenos
247
4
0
06 Aug 2024
FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks
FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural NetworksInternational Journal of Computer Vision (IJCV), 2024
Mahadev Prasad Panda
Matteo Tiezzi
Martina G. Vilas
Gemma Roig
Bjoern M. Eskofier
Dario Zanca
ViTAAML
323
1
0
04 Aug 2024
FedIA: Federated Medical Image Segmentation with Heterogeneous
  Annotation Completeness
FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation Completeness
Yangyang Xiang
Nannan Wu
Li Yu
Xin Yang
Kwang-Ting Cheng
Zengqiang Yan
FedML
208
1
0
02 Jul 2024
MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global
  Bypass for Medical Image Analysis
MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global Bypass for Medical Image Analysis
Luyuan Xie
Manqing Lin
ChenMing Xu
Tianyu Luan
Zhipeng Zeng
Wenjun Qian
Cong Li
Yuejian Fang
Qingni Shen
Zhonghai Wu
219
3
0
29 Jun 2024
Cyclical Weight Consolidation: Towards Solving Catastrophic Forgetting
  in Serial Federated Learning
Cyclical Weight Consolidation: Towards Solving Catastrophic Forgetting in Serial Federated Learning
Haoyue Song
Jiacheng Wang
Liansheng Wang
135
1
0
17 May 2024
MH-pFLID: Model Heterogeneous personalized Federated Learning via
  Injection and Distillation for Medical Data Analysis
MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis
Luyuan Xie
Manqing Lin
Tianyu Luan
Cong Li
Yuejian Fang
Qingni Shen
Zhonghai Wu
219
13
0
10 May 2024
FedLPPA: Learning Personalized Prompt and Aggregation for Federated
  Weakly-supervised Medical Image Segmentation
FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation
Li Lin
Yixiang Liu
Jiewei Wu
Pujin Cheng
Zhiyuan Cai
Kenneth K. Y. Wong
Xiaoying Tang
FedML
324
11
0
27 Feb 2024
FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image
  Segmentation against Heterogeneous Annotation Noise
FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise
Nannan Wu
Zhaobin Sun
Zengqiang Yan
Li Yu
FedML
208
17
0
20 Dec 2023
Think Twice Before Selection: Federated Evidential Active Learning for
  Medical Image Analysis with Domain Shifts
Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain ShiftsComputer Vision and Pattern Recognition (CVPR), 2023
Jiayi Chen
Benteng Ma
Hengfei Cui
Yong-quan Xia
OODFedML
231
26
0
05 Dec 2023
Medical Federated Model with Mixture of Personalized and Sharing
  Components
Medical Federated Model with Mixture of Personalized and Sharing Components
Yawei Zhao
Qinghe Liu
Xinwang Liu
K. He
FedMLOOD
138
4
0
26 Jun 2023
Unifying and Personalizing Weakly-supervised Federated Medical Image
  Segmentation via Adaptive Representation and Aggregation
Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive Representation and Aggregation
Li Lin
Jiewei Wu
Yixiang Liu
Kenneth K. Y. Wong
Xiaoying Tang
FedML
152
8
0
12 Apr 2023
Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data
Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data
R. SantiagoS.Silva
B. Gutman
E. Romero
P. Thompson
Andre Altmann
Marco Lorenzi
FedML
236
194
0
19 Oct 2018
1