Federated learning for AI to improve patient care using wearable and IoMT sensors

Farhad, Arshad; Woolley, Sandra; Andras, Peter

Abstract

This paper presents a brief overview of ongoing research on creating a data-driven health monitoring and diagnostics ecosystem based on Artificial Intelligence (AI) and Internet of Medical Things (IoMT) sensors and wearables at the point where data is generated using Federated Learning (FL).

Citation

Farhad, A., Woolley, S., & Andras, P. (2021). Federated learning for AI to improve patient care using wearable and IoMT sensors. . https://doi.org/10.1109/ichi52183.2021.00071

• Conference Name: 2021 IEEE 9th International Conference on Healthcare Informatics (ICHI)
• Conference Location: Victoria, BC, Canada
• Start Date: Aug 9, 2021
• End Date: Aug 12, 2021
• Acceptance Date: Aug 1, 2021
• Online Publication Date: Oct 15, 2021
• Publication Date: Oct 15, 2021
• Deposit Date: Jun 5, 2023
• Publisher: Institute of Electrical and Electronics Engineers (IEEE)
• DOI: https://doi.org/10.1109/ichi52183.2021.00071