講師資料
Talks：
Applications of non-wearable physiological signals in sleep and respiratory monitoring
非穿戴式生理訊號在睡眠及呼吸監測的應用
Name：
劉文德（Wen-Te Liu）
Position：
1. Director of Da'an Fengcai Sleep Medicine Clinic
2. Associate Professor, School of Respiratory Therapy, College of Medicine, Taipei Medical University
3. Attending Physician, Division of Pulmonary Medicine, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University
Affiliation：
1. School of Respiratory Therapy, College of Medicine, Taipei Medical University, Taipei 11052, Taiwan.
2. Division of Pulmonary Medicine, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City 23561, Taiwan.
Email：
Photo：
Research Interests：
Sleep medicine, Obstructive sleep apnea, Artificial intelligence in medicine, pulmonary medicine
Selected Publications：
1. Lin SY, Tsai CY, Majumdar A, Ho YH, Huang YW, Kao CK, Yeh SM, Hsu WH, Kuan YC, Lee KY, Feng PH, Tseng CH, Chen KY, Kang JH, Lee HC, Wu CJ, Liu WT (correspondence). Combining wireless radar sleep monitoring device with deep machine learning techniques to assess obstructive sleep apnea severity. J Clin Sleep Med. 2024 Mar 28. doi: 10.5664/jcsm.11136. Epub ahead of print. PMID: 38546033.
2. Kuo CF, Tsai CY, Cheng WH, Hs WH, Majumdar A, Stettler M, Lee KY, Kuan YC, Feng PH, Tseng CH, Chen KY, Kang JH, Lee HC, Wu CJ, Liu WT (correspondence). Machine learning approaches for predicting sleep arousal response based on heart rate variability, oxygen saturation, and body profiles. Digit Health. 2023 Oct 13;9:20552076231205744. doi: 10.1177/20552076231205744. PMID: 37846406; PMCID: PMC10576931.
3. Linh TTD, Trang NTH, Lin SY, Wu D, Liu WT (co-correspondence), 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. 2023 Jul 4. doi: 10.1111/jsr.13991. Epub ahead of print. PMID: 37402610.
4. Liu WT, Huang HT, Hung HY, Lin SY, Hsu WH, Lee FY, Kuan YC, Lin YT, Hsu CR, Stettler M, Yang CM, Wang J, Duh PJ, Lee KY, Wu D, Lee HC, Kang JH, Lee SS, Wong HJ, Tsai CY, Majumdar A. Continuous Positive Airway Pressure Reduces Plasma Neurochemical Levels in Patients with OSA: A Pilot Study. Life (Basel). 2023 Feb 22;13(3):613. doi: 10.3390/life13030613. PMID: 36983769; PMCID: PMC10059911.
5. Liu WT, Lin SY, Tsai CY, Liu YS, Hsu WH, Majumdar A, Lin CM, Lee KY, Wu D, Kuan YC, Lee HC, Wu CJ, Cheng WH, Hsu YS. Comparison of Hospital-Based and Home-Based Obstructive Sleep Apnoea Severity Measurements with a Single-Lead Electrocardiogram Patch. Sensors (Basel). 2021 Dec 3;21(23):8097. doi: 10.3390/s21238097. PMID: 34884101; PMCID: PMC8659975.
Abstract：
Non-wearable physiological monitoring, including millimeter-wave radar and fiber optic physiological monitoring technologies, detects patterns of chest movements during sleep to identify abnormal sleep breathing events. This serves as a tool for screening abnormal breathing patterns such as sleep apnea. Moreover, this monitoring can detect specific breathing patterns indicative of cardiac dysfunction, for example, Cheyne-Stokes respiration in patients with heart failure. Additionally, it can distinguish different sleep stages based on the regularity of respiratory rate, including slow-wave sleep. By collecting respiratory and cardiac signals, this technology could extend to other applications, serving as a platform and system for comprehensive home care of chronic respiratory diseases.
2024年會：
10/12 13:40 Applications of non-wearable physiological signals in sleep and respiratory monitoring
非穿戴式生理訊號在睡眠及呼吸監測的應用 [會議室1]