講師資料
Talks：
Exploring Digital Biomarkers of Social-Physical Dynamics for Sleep Medicine: Insights from Long-Term Smartphone and Actigraphy Data
利用長時間手機使用與身體活動訊號探索社交-活動之數位生理指標於睡眠醫學應用
Name：
林澂（Chen Lin）
Position：
Associate Professor
Affiliation：
Department of Biomedical Sciences and Engineering, National Central University
Email：
Photo：
Research Interests：
Physiological Signal Analysis and translational researches
Real-World Applications of portable and wearable medical devices
Sleep Medicine
Selected Publications：
1. Hai-Hua Chuang, Yu-Hsuan Lin, Li-Ang Lee, Hsiang-Chih Chang, Guan-Jie She, Chen Lin (2024) The optimal measurement period of actigraphy for circadian rhythm in relation to adiposity: A retrospective case-control study. Sleep Medicine 122:1-7
2. Jien-Jiun Chen, Chen Lin*, Men-Tzung Lo, Lian-Yu Lin, Hsiang-Chih Chang, Geng-Chi Liu (2024) Autonomic modulation by SGLT2i or DPP4i in patients with diabetes favors cardiovascular outcomes as revealed by skin sympathetic nerve activity. Frontiers in Pharmacology 15:1424544
3. Zeus Harnod*, Chen Lin*, Hui-Wen Yang, Zih-Wen Wang, Han-Luen Huang, Tse-Yu Lin, Chun-Yao Huang, Lian-Yu Lin, Hsu-Wen V. Young, Men-Tzung Lo (2024) A transferable in-silico augmented ischemic model for virtual myocardial perfusion imaging and myocardial infarction detection. Medical Image Analysis 103087
4. Chen Lin, I-Ming Chen, Hai-Hua Chuang, Zih-Wen Wang, Hsiao-Han Lin Yu-Hsuan Lin (2023) Examining Human-Smartphone Interaction as a Proxy for Circadian Rhythm in Patients with Insomnia: A Cross-Sectional Study. Journal of Medical Internet Research 25:e48044
5. Wang H-Y, Lo M-T, Chen K-H, Mandell S, Chang W-K, Lin C* and Ting C-K (2021, Sep) Strong Early Phase Parasympathetic Inhibition Followed by Sympathetic Withdrawal During Propofol Induction: Temporal Response Assessed by Wavelet-Based Spectral Analysis and Photoplethysmography. Frontiers in Physiology, 705153.*本人為通訊作者.
6. Pong Y-H, Chang Y-K, Hsu C-E ,Chen P-C, Lu Y-C, Tsai V F-S , Chang H-C, Lo M-T, Lin C (2021, Jun). Probing penile hemodynamics by using photoplethysmography as objective indicators for male erection quality and sexual function. Scientific Reports, 12019.
7. Chen Lin, Wei-Chih Chin, Yu-Shu Huang, Kuo-Chung Chu, Teresa Paiva, Chia-Chi Chen, Christian Guilleminault (2021, Apr). Different circadian rest–active rhythms in Kleine-Levin syndrome: a prospective and case–control study. Sleep, zsab096
Abstract：
Human behaviors can be assessed using various wearable devices. Actigraphy, measured by inertial sensors, is a standard tool for evaluating sleep patterns and circadian rhythms in sleep medicine. Among wearable devices, smartphones are the most widely used and integral to daily life. This talk will explore how smartphone usage data can be leveraged to derive digital biomarkers and examine their relationships with clinical conditions such as insomnia and depressive symptoms. Furthermore, we will discuss quantifying social-physical coherence—synchrony between social and physical engagements—by merging physical activity insights from actigraphy with social engagement data obtained from smartphone interactions. This approach enhances our understanding of the interplay between social and physical activities and may provide complementary insights in the field of sleep medicine.
2024年會：
10/12 14:40 Exploring Digital Biomarkers of Social-Physical Dynamics for Sleep Medicine: Insights from Long-Term Smartphone and Actigraphy Data
利用長時間手機使用與身體活動訊號探索社交-活動之數位生理指標於睡眠醫學應用 [會議室1]