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A Transformer-based Model for Older Adult Behavior...
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A Transformer-based Model for Older Adult Behavior Change Detection

Abstract

The advancements in smart home technologies have created new opportunities for precise monitoring of older adults' daily activities to provide timely care, predict health problems, and promote independent living at home. Many recent studies have investigated abnormality detection in Activities of Daily Living (ADL), and some used deep learning methods to handle the problem. In this paper, we leverage Bi-Directional Encoder Representations from …

Authors

Akbari F; Sartipi K

Volume

00

Pagination

pp. 27-35

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Publication Date

June 14, 2022

DOI

10.1109/ichi54592.2022.00016

Name of conference

2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)