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Feasibility study of multi-site split learning for privacy-preserving medical systems under data imbalance constraints in COVID-19, X-ray, and cholesterol dataset

It seems as though progressively more people are in the race to upload content, data, and information online; and hospitals haven’t neglected this trend either. Hospitals are now at the forefront for multi-site medical data sharing to provide ground-breaking advancements in the way health records ar...

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Detalles Bibliográficos
Autores principales: Ha, Yoo Jeong, Lee, Gusang, Yoo, Minjae, Jung, Soyi, Yoo, Seehwan, Kim, Joongheon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8795162/
https://www.ncbi.nlm.nih.gov/pubmed/35087165
http://dx.doi.org/10.1038/s41598-022-05615-y