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A Preliminary Scoping Study of Federated Learning for the Internet of Medical Things. (2021)
Book Chapter
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

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 standal... Read More about A Preliminary Scoping Study of Federated Learning for the Internet of Medical Things..

Quantifying Missingness in Wearable Heart Rate Recordings (2021)
Book Chapter
Collins, T., Woolley, S. I., Oniani, S., & Pandyan, A. (2021). Quantifying Missingness in Wearable Heart Rate Recordings. In Volume 281: Public Health and Informatics (1077 - 1078). IOS Press. https://doi.org/10.3233/SHTI210352

Wrist-worn photoplethysmography (PPG) heart rate monitoring devices are increasingly used in clinical applications despite the potential for data missingness and inaccuracy. This paper provides an analysis of the intermittency of experimental wearabl... Read More about Quantifying Missingness in Wearable Heart Rate Recordings.