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Meirui Jiang
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2020 – today
- 2024
- [j6]Wenao Ma
, Cheng Chen, Yuqi Gong
Causal Effect Estimation on Imaging and Clinical Data for Treatment Decision Support of Aneurysmal Subarachnoid Hemorrhage. IEEE Trans. Medical Imaging 43(8): 2778-2789 (2024) - [c11]Meirui Jiang, Anjie Le, Xiaoxiao Li, Qi Dou:
Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate. ICLR 2024 - [c10]Jianxun Yu, Qixin Hu, Meirui Jiang, Yaning Wang, Chin Ting Wong, Jing Wang, Huimao Zhang, Qi Dou:
Language-Enhanced Local-Global Aggregation Network for Multi-organ Trauma Detection. MICCAI (5) 2024: 393-403 - [e1]Lisa M. Koch
Domain Adaptation and Representation Transfer - 5th MICCAI Workshop, DART 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings. Lecture Notes in Computer Science 14293, Springer 2024, ISBN 978-3-031-45856-9 [contents] - 2023
- [j5]Martin Wagner
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark. Medical Image Anal. 86: 102770 (2023) - [j4]Meirui Jiang
IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation. IEEE Trans. Medical Imaging 42(7): 2106-2117 (2023) - [c9]Meirui Jiang, Holger R. Roth, Wenqi Li, Dong Yang, Can Zhao, Vishwesh Nath, Daguang Xu, Qi Dou, Ziyue Xu:
Fair Federated Medical Image Segmentation via Client Contribution Estimation. CVPR 2023: 16302-16311 - [c8]Minghui Chen, Meirui Jiang, Qi Dou, Zehua Wang, Xiaoxiao Li:
FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation. MICCAI (2) 2023: 318-328 - [c7]Meirui Jiang, Yuan Zhong, Anjie Le, Xiaoxiao Li, Qi Dou:
Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging. MICCAI (2) 2023: 500-510 - [c6]Junming Chen, Meirui Jiang, Qi Dou, Qifeng Chen:
Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer. WACV 2023: 361-370 - [i11]Meirui Jiang, Holger R. Roth, Wenqi Li, Dong Yang, Can Zhao, Vishwesh Nath, Daguang Xu, Qi Dou, Ziyue Xu:
Fair Federated Medical Image Segmentation via Client Contribution Estimation. CoRR abs/2303.16520 (2023) - [i10]Minghui Chen, Meirui Jiang, Qi Dou, Zehua Wang, Xiaoxiao Li:
FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation. CoRR abs/2307.10507 (2023) - [i9]Meirui Jiang, Yuan Zhong, Anjie Le, Xiaoxiao Li, Qi Dou:
Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging. CoRR abs/2307.12542 (2023) - 2022
- [j3]Qi Dou
Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study. npj Digit. Medicine 5 (2022) - [j2]Hongzheng Yang, Cheng Chen
DLTTA: Dynamic Learning Rate for Test-Time Adaptation on Cross-Domain Medical Images. IEEE Trans. Medical Imaging 41(12): 3575-3586 (2022) - [c5]Meirui Jiang, Zirui Wang, Qi Dou:
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images. AAAI 2022: 1087-1095 - [c4]Meirui Jiang, Hongzheng Yang, Xiaofan Zhang, Shaoting Zhang, Qi Dou:
Efficient Federated Tumor Segmentation via Parameter Distance Weighted Aggregation and Client Pruning. BrainLes@MICCAI (2) 2022: 161-172 - [c3]Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou:
Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance. MICCAI (3) 2022: 196-206 - [i8]Meirui Jiang, Hongzheng Yang, Cheng Chen, Qi Dou:
IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation. CoRR abs/2204.08467 (2022) - [i7]Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng-Ann Heng, Qi Dou:
DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images. CoRR abs/2205.13723 (2022) - [i6]Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou:
Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance. CoRR abs/2206.13079 (2022) - [i5]Junming Chen, Meirui Jiang, Qi Dou, Qifeng Chen:
Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer. CoRR abs/2210.00912 (2022) - 2021
- [j1]Qi Dou
Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study. npj Digit. Medicine 4 (2021) - [c2]Youtan Yin, Hongzheng Yang, Quande Liu, Meirui Jiang, Cheng Chen, Qi Dou, Pheng-Ann Heng:
Efficient Federated Tumor Segmentation via Normalized Tensor Aggregation and Client Pruning. BrainLes@MICCAI (2) 2021: 433-443 - [c1]Xiaoxiao Li, Meirui Jiang, Xiaofei Zhang, Michael Kamp, Qi Dou:
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization. ICLR 2021 - [i4]Xiaoxiao Li, Meirui Jiang, Xiaofei Zhang
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization. CoRR abs/2102.07623 (2021) - [i3]Martin Wagner, Beat Peter Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt:
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark. CoRR abs/2109.14956 (2021) - [i2]Meirui Jiang, Xiaofei Zhang, Michael Kamp, Xiaoxiao Li, Qi Dou:
TsmoBN: Interventional Generalization for Unseen Clients in Federated Learning. CoRR abs/2110.09974 (2021) - [i1]Meirui Jiang, Zirui Wang, Qi Dou:
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images. CoRR abs/2112.10775 (2021)
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