Federated machine learning in healthcare: A systematic review on clinical applications and technical architecture
2024 · Cell Reports Medicine · 125 citations
https://doi.org/10.1016/j.xcrm.2024.101419
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Liyuan Jin
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Liyuan Jin is an academic researcher from National University of Singapore. The author has contributed to research in topics: Mesenchymal stem cell research & Retinal Imaging and Analysis & Pancreatic function and diabetes. The author has an h-index of 12, co-authored 28 publications.
ORCID: 0000-0001-7631-1372Papers by this author
worksMesenchymal stem cells ameliorate myocardial fibrosis in diabetic cardiomyopathy via the secretion of prostaglandin E2
2020 · Stem Cell Research & Therapy · 111 citations
https://doi.org/10.1186/s13287-020-01633-7
Mesenchymal stem cells promote type 2 macrophage polarization to ameliorate the myocardial injury caused by diabetic cardiomyopathy
2019 · Journal of Translational Medicine · 106 citations
https://doi.org/10.1186/s12967-019-1999-8
Privacy-Preserving Technology Using Federated Learning and Blockchain in Protecting against Adversarial Attacks for Retinal Imaging
2024 · Ophthalmology · 10 citations
https://doi.org/10.1016/j.ophtha.2024.10.017
Immunotherapy in central nervous system tumors
2025 · International Journal of Surgery · 1 citations
https://doi.org/10.1097/js9.0000000000002993
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