This chapter illustrates how the SMART BEAR project aims to integrate heterogeneous smart devices, including wearables and environmental sensors, to enable the continuous data collection from the everyday life of the elderly, which will be processed by an affordable, accountably secure, and privacy-preserving eHealth platform applying Machine Learning algorithms to deliver interventions such as personalized notifications and alerts to each patient, thus promoting their healthy and independent living.
A Big Data Infrastructure in Support of Healthy and Independent Living: A Real Case Application / V. Bellandi (INTELLIGENT SYSTEMS REFERENCE LIBRARY). - In: Artificial Intelligence and Machine Learning for Healthcare. 2: Emerging Methodologies and Trends / [a cura di] C. P. Lim, A. Vaidya, Y. Wei Chen, V. Jain, L. C. Jain. - [s.l] : Springer, 2023. - ISBN 978-3-031-11169-3. - pp. 95-134 [10.1007/978-3-031-11170-9_5]
A Big Data Infrastructure in Support of Healthy and Independent Living: A Real Case Application
V. Bellandi
2023
Abstract
This chapter illustrates how the SMART BEAR project aims to integrate heterogeneous smart devices, including wearables and environmental sensors, to enable the continuous data collection from the everyday life of the elderly, which will be processed by an affordable, accountably secure, and privacy-preserving eHealth platform applying Machine Learning algorithms to deliver interventions such as personalized notifications and alerts to each patient, thus promoting their healthy and independent living.
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