Mining multi-center heterogeneous medical data with distributed synthetic learning
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DOI: 10.1038/s41467-023-40687-y
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- Chao Yan & Yao Yan & Zhiyu Wan & Ziqi Zhang & Larsson Omberg & Justin Guinney & Sean D. Mooney & Bradley A. Malin, 2022. "A Multifaceted benchmarking of synthetic electronic health record generation models," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
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- Weijian Huang & Cheng Li & Hong-Yu Zhou & Hao Yang & Jiarun Liu & Yong Liang & Hairong Zheng & Shaoting Zhang & Shanshan Wang, 2024. "Enhancing representation in radiography-reports foundation model: a granular alignment algorithm using masked contrastive learning," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
- Bin Du & Xiumin Liu & Junlong Zhao, 2024. "Extended Hotelling $$T^2$$ T 2 test in distributed frameworks," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 33(4), pages 1160-1179, December.
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