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

Woolley, Sandra I.

doi:10.3233/SHTI210216

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

Woolley, Sandra I.

Authors

Dr Sandra Woolley s.i.woolley@keele.ac.uk

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.

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