A Preliminary Scoping Study of Federated Learning for the Internet of Medical Things.

Woolley, Sandra I.

Abstract

This paper presents a scoping review of federated learning for the Internet of Medical Things (IoMT) and demonstrates the limited amount of research work in an area which has potential to improve patient care. Federated Learning and IoMT - as standalone technologies - have already proved to be highly disruptive but there is a need for further research to apply federated learning to the IoMT.

Citation

Farhad, A., Woolley, S. I., & Andras, P. (2021). A Preliminary Scoping Study of Federated Learning for the Internet of Medical Things. In Volume 281: Public Health and Informatics (504 - 505). IOS Press. https://doi.org/10.3233/SHTI210216

• Acceptance Date: May 27, 2021
• Publication Date: May 27, 2021
• Publisher: IOS Press
• Pages: 504 - 505
• Series Title: Studies in Health Technology and Informatics
• Series ISSN: 0926-9630; 1879-8365
• Book Title: Volume 281: Public Health and Informatics
• DOI: https://doi.org/10.3233/SHTI210216
• Publisher URL: https://ebooks.iospress.nl/doi/10.3233/SHTI210216