Prediction of Cognitive Impairment Using Sleep Lifelog Data and LSTM Model

Prediction of Cognitive Impairment Using Sleep Lifelog Data and LSTM Model

Rapid elderly population growth has increased the number of patients with cognitive impairment (CI). Early detection and ongoing medical treatment can slow CI progression and significantly reduce the cost of managing patients. However, distinguishing CI from natural cognitive decline associated with...

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Bibliographic Details
Main Authors: Junhee Hong, Youngjin Seol, Seunghyun Lee, Janghyeok Yoon, Jiho Lee, Ki-Su Park, Ji-Wan Ha
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Mathematics
Subjects:
cognitive impairment
sleep lifelog data
deep learning
health care
Online Access:https://www.mdpi.com/2227-7390/12/20/3208

Internet

https://www.mdpi.com/2227-7390/12/20/3208

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