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Works (9)

From challenges and pitfalls to recommendations and opportunities: Implementing federated learning in healthcare

Medical Image Analysis
2025-04 | Journal article
DOI: 10.1016/j.media.2025.103497
Part of ISSN: 1361-8415
Contributors: Ming Li; Pengcheng Xu; Junjie Hu; Zeyu Tang; 0000-0001-7344-7733
Source: Self-asserted source
Ming Li

Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation

2024 IEEE International Symposium on Biomedical Imaging (ISBI)
2024-05-27 | Conference paper
DOI: 10.1109/isbi56570.2024.10635665
Contributors: Ming Li; Guang Yang
Source: Self-asserted source
Ming Li

Data-Free Distillation Improves Efficiency and Privacy in Federated Thorax Disease Analysis

2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology
2023-12-07 | Conference paper
DOI: 10.1109/ieeeconf58974.2023.10405205
Contributors: Ming Li; Guang Yang
Source: Self-asserted source
Ming Li

Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels

IEEE Transactions on Emerging Topics in Computational Intelligence
2023-02 | Journal article
DOI: 10.1109/TETCI.2022.3189054
Contributors: Ming Li; Yingying Fang; Zeyu Tang; Chibudom Onuorah; Jun Xia; Javier Del Ser; Simon Walsh; Guang Yang
Source: check_circle
Crossref

Deep learning-based automated left ventricular ejection fraction assessment using 2-D echocardiography

American Journal of Physiology-Heart and Circulatory Physiology
2021-08-01 | Journal article
DOI: 10.1152/ajpheart.00416.2020
Part of ISSN: 0363-6135
Part of ISSN: 1522-1539
Contributors: Xin Liu; Yiting Fan; Shuang Li; Meixiang Chen; Ming Li; William Kongto Hau; heye zhang; Lin Xu; Alex Lee
Source: Self-asserted source
Ming Li

MV-RAN: Multiview recurrent aggregation network for echocardiographic sequences segmentation and full cardiac cycle analysis

Computers in Biology and Medicine
2020-05 | Journal article
DOI: 10.1016/j.compbiomed.2020.103728
Part of ISSN: 0010-4825
Contributors: Ming Li; Chengjia Wang; Heye Zhang; Guang Yang
Source: Self-asserted source
Ming Li

Unified model for interpreting multi-view echocardiographic sequences without temporal information

Applied Soft Computing
2020-03 | Journal article
DOI: 10.1016/j.asoc.2019.106049
Part of ISSN: 1568-4946
Contributors: Ming Li; Shizhou Dong; Zhifan Gao; Cheng Feng; Huahua Xiong; Wei Zheng; Dhanjoo Ghista; Chenchu Xu; Victor Hugo C. Albuquerque
Source: Self-asserted source
Ming Li

Recurrent Aggregation Learning for Multi-view Echocardiographic Sequences Segmentation

Lecture Notes in Computer Science
2019 | Conference paper
DOI: 10.1007/978-3-030-32245-8_75
Part of ISBN: 9783030322441
Part of ISBN: 9783030322458
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Ming Li; Weiwei Zhang; Guang Yang; Chengjia Wang; Heye Zhang; Huafeng Liu; Wei Zheng; Shuo Li
Source: Self-asserted source
Ming Li

Holistic and Deep Feature Pyramids for Saliency Detection.

BMVC
2018 | Conference paper
Contributors: Dong, Shizhong; Gao, Zhifan; Sun, Shanhui; Wang, Xin; Li, Ming; Zhang, Heye; Yang, Guang; Liu, Huafeng; Li, Shuo; others
Source: Self-asserted source
Ming Li
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