Utilizing a Wireless Radar Framework in Combination With Deep Learning Approaches to Evaluate Obstructive Sleep Apnea Severity in Home-Setting Environments

Utilizing a Wireless Radar Framework in Combination With Deep Learning Approaches to Evaluate Obstructive Sleep Apnea Severity in Home-Setting Environments

Kun-Ta Lee,1 Wen-Te Liu,2– 6 Yi-Chih Lin,3,7 Zhihe Chen,8 Yu-Hsuan Ho,9 Yu-Wen Huang,9 Zong-Lin Tsai,9 Chih-Wei Hsu,9 Shang-Min Yeh,9 Hsiao Yi Lin,9 Arnab Majumdar,8 Yen-Ling Chen,10 Yi-Chun Kuan,3,11– 13 Kang-Yun Lee,4,6 Po-Hao Feng,4,6 Kuan-Yuan Chen,4,6 Jiunn-Horng Kang,5,6,14– 16 Hsin-Chien Lee,...

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Main Authors: Lee KT, Liu WT, Lin YC, Chen Z, Ho YH, Huang YW, Tsai ZL, Hsu CW, Yeh SM, Lin HY, Majumdar A, Chen YL, Kuan YC, Lee KY, Feng PH, Chen KY, Kang JH, Lee HC, Ho SC, Tsai CY
Format: Article
Language:English
Published: Dove Medical Press 2025-01-01
Series:Journal of Multidisciplinary Healthcare
Subjects:
obstructive sleep apnea
osa
home sleep apnea testing
hsat
wireless radar framework
apnea-hypopnea index
ahi
respiratory disturbance index based on the time in bed from hsat
brditib
Online Access:https://www.dovepress.com/utilizing-a-wireless-radar-framework-in-combination-with-deep-learning-peer-reviewed-fulltext-article-JMDH
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