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Meirui Jiang
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Fedbn: Federated learning on non-iid features via local batch normalization
X Li, M Jiang, X Zhang, M Kamp, Q Dou
International Conference on Learning Representations (ICLR), 2021., 2021
6462021
Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study
Q Dou, TY So, M Jiang, Q Liu, V Vardhanabhuti, G Kaissis, Z Li, W Si, ...
NPJ digital medicine 4 (1), 60, 2021
1812021
Federated learning enables big data for rare cancer boundary detection
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
Nature communications 13 (1), 7346, 2022
1202022
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images
M Jiang, Z Wang, Q Dou
AAAI conference on artificial intelligence, 2021
912021
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the heichole benchmark
M Wagner, BP Müller-Stich, A Kisilenko, D Tran, P Heger, L Mündermann, ...
Medical image analysis 86, 102770, 2023
472023
Federated domain generalization for image recognition via cross-client style transfer
J Chen, M Jiang, Q Dou, Q Chen
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
272023
Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance
M Jiang, H Yang, X Li, Q Liu, PA Heng, Q Dou
International Conference on Medical Image Computing and Computer Assisted …, 2022
232022
DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images
H Yang, C Chen, M Jiang, Q Liu, J Cao, PA Heng, Q Dou
IEEE Transactions on Medical Imaging, 2022
182022
IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation
M Jiang, H Yang, C Cheng, Q Dou
IEEE Transactions on Medical Imaging, 2022
172022
Fair Federated Medical Image Segmentation via Client Contribution Estimation
M Jiang, HR Roth, W Li, D Yang, C Zhao, V Nath, D Xu, Q Dou, Z Xu
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
132023
Federated learning in ocular imaging: current progress and future direction
TX Nguyen, AR Ran, X Hu, D Yang, M Jiang, Q Dou, CY Cheung
Diagnostics 12 (11), 2835, 2022
132022
Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study. NPJ Digit Med 4: 60
Q Dou, TY So, M Jiang, Q Liu, V Vardhanabhuti, G Kaissis, Z Li, W Si, ...
72021
Tsmobn: Interventional generalization for unseen clients in federated learning
M Jiang, X Zhang, M Kamp, X Li, Q Dou
3*2021
FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation
M Chen, M Jiang, Q Dou, Z Wang, X Li
International Conference on Medical Image Computing and Computer-Assisted …, 2023
22023
Efficient federated tumor segmentation via normalized tensor aggregation and client pruning
Y Yin, H Yang, Q Liu, M Jiang, C Chen, Q Dou, PA Heng
International MICCAI Brainlesion Workshop, 433-443, 2021
22021
Preface DART 2023
L Koch, MJ Cardoso, E Ferrante, M Islam, M Jiang, K Kamnitsas, N Rieke, ...
Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2024
2024
Technical innovations to improve artificial intelligence generalizability of automated medical image diagnosis for clinical practice
M Jiang, C Chen, Q Liu, PA Heng, Q Dou
Machine Learning, Medical AI and Robotics: Translating theory into the …, 2023
2023
Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate
M Jiang, A Le, X Li, Q Dou
The Twelfth International Conference on Learning Representations, 2023
2023
Local Superior Soups: A Catalyst for Reducing Communication Rounds in Federated Learning with Pre-trained Model
M Chen, M Jiang, Q Dou, Z Wang, X Li
2023
Domain Adaptation and Representation Transfer: 5th MICCAI Workshop, DART 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings
L Koch, MJ Cardoso, E Ferrante, K Kamnitsas, M Islam, M Jiang, N Rieke, ...
Springer Nature, 2023
2023
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