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For: Wang B, Yi X, Gao J, Li Y, Xu W, Wu J, Han D. Real-time prediction of upcoming respiratory events via machine learning using snoring sound signal. J Clin Sleep Med 2021;17:1777-1784. [PMID: 33843580 DOI: 10.5664/jcsm.9292] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Number Cited by Other Article(s)
1
Chao YP, Chuang HH, Lee ZH, Huang SY, Zhan WT, Shyu LY, Lo YL, Lee GS, Li HY, Lee LA. Distinguishing severe sleep apnea from habitual snoring using a neck-wearable piezoelectric sensor and deep learning: A pilot study. Comput Biol Med 2025;190:110070. [PMID: 40147187 DOI: 10.1016/j.compbiomed.2025.110070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Revised: 01/29/2025] [Accepted: 03/21/2025] [Indexed: 03/29/2025]
2
Linh TTD, Trang NTH, Lin SY, Wu D, Liu WT, Hu CJ. Detection of preceding sleep apnea using ECG spectrogram during CPAP titration night: A novel machine-learning and bag-of-features framework. J Sleep Res 2024;33:e13991. [PMID: 37402610 DOI: 10.1111/jsr.13991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 06/18/2023] [Accepted: 06/23/2023] [Indexed: 07/06/2023]
3
Tsai CY, Liu WT, Hsu WH, Majumdar A, Stettler M, Lee KY, Cheng WH, Wu D, Lee HC, Kuan YC, Wu CJ, Lin YC, Ho SC. Screening the risk of obstructive sleep apnea by utilizing supervised learning techniques based on anthropometric features and snoring events. Digit Health 2023;9:20552076231152751. [PMID: 36896329 PMCID: PMC9989412 DOI: 10.1177/20552076231152751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Accepted: 01/04/2023] [Indexed: 03/08/2023]  Open
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