Bor-Shyh Lin (林伯昰)
Distinguished Professor
Institute of Imaging and Biomedical Photonics
National Yang Ming Chiao Tung University
Email: borshyhlin@nycu.edu.tw
borshyhlin@gmail.com
Address: No.301, Section 2, Gaofa 3rd Rd., Guiren Dist., Tainan City 711, Taiwan.
Tel: 886-6-3032121-57835
Fax: 886-6-3032535
Bor-Shyh Lin is currently the Distinguished Professor of the Institute of Imaging and Biomedical Photonics, National Yang Ming Chiao Tung University, Taiwan and the Fellow of Institution of Engineering and Technology (IET), UK. He received B.S. degree in Control Engineering from National Chiao Tung University, Taiwan, in 1997, M.S. degree and Ph. D. degree in Electrical Engineering from National Taiwan University, Taiwan, in 1999 and 2006 respectively. He established and founded Biomedical Systems Laboratory in 2009 and National Chiao Tung University Biomedical Engineering Joint Laboratory in 2013. His research interests are in the areas of biomedical system design, biomedical signal processing, and biosensor.
Academic Preparation
Ph.D., Institute of Electrical Engineering, National Taiwan University, Taipei, Taiwan, 2006.
M.S., Institute of Electrical Engineering, National Taiwan University, Taipei, Taiwan, 1999.
B.S., Department of Control Engineering, National Chiao Tung University, Hsinchu, Taiwan, 1997.
Research Interests
Biomedical Circuits and Systems Design.
Biomedical Signal and Image Processing.
Professional Experience
Fellow, Institution of Engineering and Technology (IET), London, United Kingdom (2019-Present).
Director, Institute of Imaging and Biomedical Photonics, National Yang Ming Chiao-Tung University, Tainan, Taiwan (2019- 2022).
Distinguished Professor, Institute of Imaging and Biomedical Photonics, National Yang Ming Chiao-Tung University, Tainan, Taiwan (2019- Present).
Professor, Institute of Imaging and Biomedical Photonics, National Chiao-Tung University, Tainan, Taiwan (2016- 2019).
Associate Professor, Institute of Imaging and Biomedical Photonics, National Chiao-Tung University, Tainan, Taiwan (2013- 2016).
Assistant Professor, Institute of Imaging and Biomedical Photonics, National Chiao-Tung University, Tainan, Taiwan (2009-2013).
Publications (selected journal papers)
Si-Huei Lee, Bor-Shyh Lin, Min-Shiuan Lee, and Bor-Shing Lin*, “Maximum Safe Height of High Heels as Predicted by a Smartphone App Based on YOLOv8,” IEEE Journal of Biomedical and Health Informatics, vol. 29, issue 9, pp. 6806–6813, 2025.
Bor-Shing Lin, Chia-Hsien Chen, Wei-Ting Chang, Heng-Yin Chen, Chengyu Liu, Bor-Shyh Lin*, "Anti-Motion-Artifact Smart Belt With NonContact Sensing Technique," IEEE Sensors Journal, vol. 25, no. 16, pp. 31382-31390, 2025.
Chih-Wei Peng, Bor-ShyhLin, Hsin-Yen Lin, Yu-Ching Shau, Bor-Shing Lin*, "Noninvasive Blood Glucose Monitoring System Based on Deep Learning and Multiwavelength Near-Infrared Technology," IEEE Transactions on human machine systems, vol.55, no.4, pp. 589-598, 2025.
Chin-Kuo Lin, Bor-Shing Lin, Yu-Ching Wang, and Bor-Shyh Lin*, "An Intelligent Monitoring System Based on Near-Infrared Spectroscopy for Renal Function Evaluation," IEEE Transactions on Instrumentation and Measurement, vol. 74, pp.1-9, 2025.
Hsiu-Lin Chen, Bor-Shing Lin, Yu-Lun Hong, Bor-Shyh Lin*, "A Multiparameter Monitoring System for Infant Nutrition Feeding Behavior and Brain Activity", IEEE Sensors journal, vol. 25, issue 7, pp. 11847-11856, 2025.
Hsiu-Lin Chen, Bor-Shing Lin, Chieh-Miao Chang, Hao-Wei Chung, Shu-Ting Yang, Bor-Shyh Lin*, "Intelligent Neonatal Blood Perfusion Assessment System Based on Near-Infrared Spectroscopy", IEEE Journal of Translational Engineering in Health and Medicine, vol. 13, pp. 23-32, 2025.
Heng-Yin Chen, Bor-Shing Lin, Shih-Rong Yang, Wei-Ting Chang, Bor-Shyh Lin*, "Design of Automatic Adjustment Non-Contact Sensing Smart Clothing", IEEE Sensors journal, vol. 24, issue 16, pp. 26378-26387, 2024.
Zhao Zhang, Bor-Shyh Lin, Chih-Wei Peng, Bor-Shing Lin*, "Multi-Modal Sleep Stage Classification with Two-Stream Encoder-Decoder", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 32, pp. 2096-2105, 2024.
Wei-Ting Chang, Bor-Shing Lin, Wei-Lun Tsai, Heng-Yin Chen, Chengyu Liu, Bor-Shyh Lin*, "Design of 12-Lead Electrocardiogram Smart Clothing Based on Capacitive Sensing Technique," IEEE Sensors journal, pp. 1-10, 2024.
Yumin Shen, Zhipeng Cai, Li Zhang, Bor-Shyh Lin, Jianqing Li*, Chengyu Liu*, "Efficient Premature Ventricular Contraction Detection based on Network Dynamics Features," IEEE Transactions on Instrumentation and Measurement, vol. 73, pp. 4003615(1)-(15), 2024.
Bor-Shyh Lin, Kai-Jui Liu, Wan-Hsuan Tseng, Aqsa Muzaffar Ahmed, Hsiao-Ching Wang, Bor-Shing Lin*, "A Deep Learning-Based Chair System That Detects Sitting Posture," IEEE Journal of Biomedical and Health Informatics, vol.28, issue 1, pp. 482-490, 2023.
Mao-Hsu Yen, Bor-Shyh Lin, Yu-Lun Kuo, I-Jung Lee, and Bor-Shing Lin*, "Adaptive Indoor People-Counting System Based on Edge AI Computing," IEEE Transactions on emerging topics in computational intelligence, vol. 8, issue 1, pp. 255-263, 2023.
Hsiu-Lin Chen, Bor-Shing Lin, Kai-Huei Chen, Bor-Shyh Lin*, "An Intelligent Systemic Circulation Monitoring System for Neonatal Illness Severe Severity Evaluation," IEEE Access, vol. 11, pp. 127468-127478, 2023.
Wei-Ting Chang, Bor-Shing Lin, Yung-Lin Chen, Heng-Yin Chen, Chengyu Liu, Yi-Ting Hwang, and Bor-Shyh Lin*, "Design of Smart Clothing With Automatic Cardiovascular Diseases Detection," IEEE Transactions on human-machine systems, vol.53, issue 5, pp. 905-914, 2023.
Bor-Shyh Lin, Chih-Wei Peng, I-Jung Lee, Hung-Kai Hsu, and Bor-Shing Lin*, "System Based on Artificial Intelligence Edge Computing for Detecting Bedside Falls and Sleep Posture," IEEE Journal of Biomedical and Health Informatics, vol. 27, issue 7, pp. 3549-3558, 2023.
Chih-Hao Chang, Bor-Shing Lin, Hung-Yi Liu, Wei-Tzu Lee, Ching-Min Huang, Hong-Ren Yu, Bor-Shyh Lin*, "Wireless Electrical Impedance Tomography for Pleural Effusion Analysis," IEEE Sensors Journal, vol. 23, issue 10, pp. 11025-11033, 2023.
Tzu-Yen Huang, Bor-Shing Lin, Ching-Feng Lien, Wing-Hei Viola Yu, Yun-Yang Peng, and Bor-Shyh Lin*, "A Voice-Producing System with Naturalness and Variable Multi-Frequency Vocalization for Patients Who Have Undergone Laryngectomy," IEEE Access, vol. 11, pp. 30619-30627, 2023.
Kun-Der Lin, Bor-Shing Lin, Hung-Yu Sung, Bor-Shyh Lin*, "A Novel Smart Assistance System for Arteriosclerosis Evaluation," IEEE Journal of Biomedical and Health Informatics, vol. 27, issue 5, pp. 2545-2552, 2023.
Willy Chou, Bor-Shing Lin, Hao-Chien Hsu, Ru-Huang Chiu, Bor-Shyh Lin*, " Intelligent Headband System for Evaluating Rehabilitation Effectiveness," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 31, pp. 1180-1187, 2023.
Bor-Shing Lin, Zhao Zhang, Chih-Wei Peng, Chi-Chou Lin, Chueh-Ho Lin*, Bor-Shyh Lin, "Automatic Assessment System Based on IMUs and Machine Learning for Predicting Berg Balance Scale," IEEE Sensors journal, vol. 22, issue 20, pp. 19919-19930, 2022.
Caiyun Ma, Chengyu Liu*, Xingyao Wang, Yuwen Li, Shoushui Wei, Bor-Shyh Lin, Jianqing Li, "A Multistep Paroxysmal Atrial Fibrillation Scanning Strategy in Long-Term ECGs," IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 4004010(1)-(10), 2022.
Bor-Shing Lin, I-Jung Lee*, Shun-Pu Wang, Jean-Lon Chen, Bor-Shyh Lin, "Residual Neural Network and Long Short-Term Memory-Based Algorithm for Estimating the Motion Trajectory of Inertial Measurement Units," IEEE Sensors Journal, vol. 22, issue 7, pp. 6910-6919, 2022.
Ching-Chia Li, Bor-Shing Lin, Sheng-Chen Wen, Yuan-Teng Liang, Hung-Yu Sung, Jhen-Hao Jhan, Bor-Shyh Lin*, "Smart Blood Vessel Detection System for Laparoscopic Surgery," IEEE Journal of Translational Engineering in Health and Medicine, vol. 10, pp. 2500207(1)-(7), 2022.
Ho-Chang Kuo, Bor-Shing Lin, Yan-Di Wang, Bor-Shyh Lin*, "Development of Automatic Wheeze Detection Algorithm for Children With Asthma," IEEE Access, vol. 9, pp. 126882-126890, 2021.
Bor-Shing Lin, Hong-Ren Yu, Yu-Ting Kuo, Yu-Wei Liu, Heng-Yin Chen, Bor-Shyh Lin*, "Wearable Electrical Impedance Tomography Belt with Dry Electrodes," IEEE Transactions on Biomedical Engineering, vol. 69, issue 2, pp. 955-962, 2021.
Zhao Zhang, Bor-Shing Lin, Chih-Wei Peng, Wing P. Chan, Bor-Shyh Lin, and Chien-Hung Lai*, "Design of a Novel Paired Associative Nerve Stimulation System and Treatment Strategy for Incomplete Spinal Cord Injury: A Preliminary Study," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 29, pp. 1341-1349, 2021.
Bor-Shing Lin, Hsiao-An Wang, Yao-Kuang Huang, Yu-Lin Wang, and Bor-Shyh Lin*, "Design of SSVEP Enhancement-based Brain Computer Interface," IEEE Sensors journal, vol. 21, issue 13, pp. 14330-14338, 2021.
Jen-Yin Chen, Bor-Shing Lin, Yi-Wei Luo, Cheng-Yuan Lin, Bor-Shyh Lin*, "Recovery Evaluation System of Bowel Functions Following Orthopedic Surgery and Gastrointestinal Endoscopy," IEEE Access, vol. 9, pp. 67829-67837, 2021.
Kun-Der Lin, Bor-Shing Lin, Geng-An Lin, Bor-Shyh Lin*, "Design of Smart Peripheral Blood Perfusion Monitoring System for Diabetics," IEEE Sensors journal, vol. 21, issue 8, pp. 10167-10173, 2021.
Si-Huei Lee, Bor-Shing Lin*, Hsiang-Chen Lee, Xiao-Wei Huang, Ya-Chu Chi, Bor-Shyh Lin, Kaoru Abe, "Artificial Intelligence-Based Assessment System for Evaluating Suitable Range of Heel Height," IEEE Access, vol. 9, pp. 38374-38385, 2021.
Willy Chou, Pei-Jung Wu, Chih-Chieh Fang, Yun-Shan Yen, Bor-Shyh Lin*, "Design of smart brain oxygenation monitoring system for estimating cardiovascular disease severity," IEEE Access, vol. 8, pp. 98422-98429, 2020.
Ching-Feng Lien, Pei-Jung Wu, Lu-Xun Liao, Seng-Feng Jeng, Li-Ren Chang, Yen-Chun Lin, Bor-Shyh Lin*, "Development of a Smart Assistance System for Patients with Blepharoptosis," IEEE Access, Vol. 7, pp. 149273-149281, 2019.
Bor-Shing Lin, Po-Yu Yang, Ching-Feng Liu, Yi-Chia Huang, Chengyu Liu, Bor-Shyh Lin*, "Design of Novel Field Programmable Gate Array-Based Hearing Aid," IEEE Access, vol. 7, pp. 63809-63817, 2019.
Zhipeng Cai, Jianqing Li*, Kan Luo, Bor-Shyh Lin, Zhigang Wang, Xiangyu Zhang, Chengyu Liu*, "Effects of inferior myocardial infarction sizes and sites on simulated electrocardiograms based on a torso-heart model," IEEE Access, vo1. 7, pp. 35470-35479, 2019.
Zhongyao Zhao, Chengyu Liu*, Yaowei Li, Yixuan Li, Jingyu Wang, Bor-Shyh Lin, Jianqing Li, "Noise rejection for wearable ECGs using modified frequency slice wavelet transform and convolutional neural networks," IEEE Access, vol. 7, pp. 34060-34067, 2019.
Hsiao-Wen Lee*, Bor-Shyh Lin, "The Surveillance Transceiver Module Design for Improvement of Irradiance Coverage and Image Grayscale Quality," IEEE Photonics Journal, vol. 11, issue 1, pp. 6800611(1)-6800611(12), 2019.
Hsiao-Wen Lee, Ting-Jay Wang, Bor-Shyh Lin*, "Color Quality Improvement of Micro LED Display Image by TMP LED Design," IEEE Access, vol. 6, pp. 70122-70129, 2018.
Bor-Shing Lin, Ching-Feng Liu, Chih-Jen Cheng, Jhi-Joung Wang, Chengyu Liu, Jianqing Li, Bor-Shyh Lin*, "Development of Novel Hearing Aids by Using Image Recognition Technology," IEEE Journal of Biomedical and Health Informatics, vol. 23, issue 3, pp. 1163-1170, 2018.
Bor-Shyh Lin, Pei-Jung Wu, Chien-Yu Chen*, "2D/3D-Display Auto-adjustment Switch System," IEEE Journal of Biomedical and Health Informatics, vol. 22, issue 3, pp. 799-805, 2018.
Chien-Ching Lee, Chia-Chun Chuang, Chia-Hong Yeng, Yeou-Jiunn Chen*, Bor-Shyh Lin, "Noise Suppression by Minima Controlled Recursive Averaging for SSVEP-based BCIs with Single Channel," IEEE Signal Processing Letters, vol. 24, issue 12, pp. 1783-1787, 2017.
Yao-Kuang Huang, Chang-Cheng Chang, Pin-Xing Lin, Bor-Shyh Lin*, "Quantitative Evaluation of Rehabilitation Effect on Peripheral Circulation of Diabetic Foot," IEEE Journal of Biomedical and Health Informatics, vol. 22, issue 4, pp. 1019-1025, 2017.
Bor-Shing Lin, Yu-Hsien Yao, Ching-Feng Liu, Ching-Feng Lien, Bor-Shyh Lin*, "Development of Novel Lip-Reading Recognition Algorithm," IEEE Access, vol. 5, pp. 794–801, 2017.
Yao-Chin Wang*, Bor-Shyh Lin, Zu-Po Yang*, "Develop a low-temperature in-line sputtering system for flexible and thinned-glass substrates," IEEE/OSA Journal of Display Technology, vol. 12, issue 11, pp. 1388-1392, 2016.
Chi-Chun Lo, Tsung-Yi Chien, Jeng-Shyang Pan, Bor-Shyh Lin*, "Novel Non-contact Control System for Medical Healthcare of Disabled Patients," IEEE Access, vol. 4, pp. 5687-5694, 2016.
Yu-Chun Chen, Bor-Shyh Lin*, Jeng-Shyang Pan, "Novel Non-contact Dry Electrode with Adaptive Mechanical Design for Measuring EEG in a Hairy Site," IEEE Transactions on Instrumentation and Measurement, vol. 64, issue 12, pp. 3361-3368, 2015.
Chang-Ting Chen, Yu-Lin Wang, Chen-An Wang, Mei-Ju Ko, Wai-Chi Fang, Bor-Shyh Lin*, "Wireless Monitoring System for Oral-feeding Evaluation of Preterm Infants," IEEE Transactions on Biomedical Circuits and Systems, vol. 9, issue 5, pp. 678-685, 2015.
Ming-Jen Sheu, Ping-Yi Lin, Jen-Yin Chen, Chien-Ching Lee, Bor-Shyh Lin*, "Higher-order-statistics-based Fractal Dimension for Noisy Bowel Sound Detection," IEEE Signal Processing Letters, vol. 22, issue 7, pp. 789-793, 2015.
Hsien-Yi Wang, Shiuan-Wen Huang, Dean-Ru Li, Bor-Shyh Lin, Ming-Che Chan*, "Nonlinear Light Microscopy by a 1.2-μm Fiber-Laser-Based Femtosecond Dispersive Wave Source," IEEE Photonics Journal, vol. 7, issue 3, pp. 6900608(1)- 6900608(9), 2015.
Yu-Lin Wang, Jing-Sheng Hung, Lin-Yu Wang, Mei-Ju Ko, Willy Chou, Hsing-Chien Kuo, Bor-Shyh Lin*, "Development of a Wireless Oral-Feeding Monitoring System for Preterm Infants," IEEE Journal of Biomedical and Health Informatics, vol. 19, issue 3, pp. 866-873, 2015.
Hsien-Yi Wang, Bor-Shyh Lin, Chien-Ya Lou, Ming-Che Chan*, " Mechanical Scan-Free Confocal Microscope by a Broadband Source and Two Balanced Wavelength-to-Space Transformations," IEEE Photonics Journal, vol. 7, issue 1, pp. 3900108(1)- 3900108(8), 2015.
Yao-Chin Wang, Bor-Shyh Lin*, "An Optomechatronics Inspection Technique of TFT Array Flaw Applied to Medical Display," IEEE-ASME Transactions on Mechatronics, vol. 20, issue 1, pp. 321-326, 2015.
Yan-Jun Huang, Chung-Yu Wu, Alice May-Kuen Wong, Bor-Shyh Lin*, "Novel Active Comb-shaped Dry Electrode for EEG Measurement in Hairy Site," IEEE Transactions on Biomedical Engineering, vol. 62, issue 1, pp. 256-263, 2015.
Kevin C. Tseng, Bor-Shyh Lin*, Lun-De Liao, Yu-Te Wang, Yu-Lin Wang, "Development of a Wearable Mobile Electrocardiogram Monitoring System by Using Novel Dry Foam Electrodes," IEEE Systems Journal, vol. 8, issue 3, pp. 900-906, 2014.
Chin-Teng Lin, Bor-Shyh Lin*, Fu-Chang Lin, Che-Jui Chang, "Brain Computer Interface- based Smart Living Environmental Auto-adjustment Control System in UPnP Home Networking," IEEE Systems Journal, vol. 8, issue 2, pp. 363-370, 2014.
Hsien-Yi Wang, Cho-Han Wu, Chien-Yue Chen, Bor-Shyh Lin*, "Novel Noninvasive Approach for Detecting Arteriovenous Fistula Stenosis," IEEE Transactions on Biomedical Engineering, vol. 61, issue 6, pp. 1851-1857, 2014.
Qing-Long Deng, Bor-Shyh Lin, Hsuan T. Chang, Guan-Syun Huang, and Chien-Yue Chen*, “MGSA-type computer-generated holography for vision training with head-mounted display," IEEE/OSA Journal of Display Technology, vol. 10, issue 6, pp. 433-437, 2014.
Jinn-Rung Kuo, Bor-Shyh Lin*, Chih-Lun Cheng, Chung-Ching Chio, "Hypoxic-state Estimation of Brain Cells by Using Wireless Near-infrared Spectroscopy," IEEE Journal of Biomedical and Health Informatics, vol. 18, issue 1, pp. 167-173, 2014.
Qing-Long Deng, Wei-Chia Su*, Chien-Yue Chen, Bor-Shyh Lin, Hsin-Wei Ho, "Full Color Image Splitter based on Holographic Optical Elements for Stereogram Application," IEEE/OSA Journal of Display Technology, vol. 9, issue 8, pp. 607-612, 2013.
Bor-Shyh Lin*, Willy Chou, Hsing-Yu Wang, Yan-Jun Huang, Jeng-Shyang Pan, "Development of Novel Non-contact Electrodes for Mobile Electrocardiogram Monitoring System," IEEE Journal of Translational Engineering in Health and Medicine, vol. 1, pp.2700108(1)-2700108(8), 2013.
Bor-Shyh Lin*, Ming-Jen Sheu, Ching-Chin Chuang, Kuan-Chih Tseng, Jen-Yin Chen, "Enhancing Bowel Sounds by Using a Higher Order Statistics-Based Radial Basis Function Network," IEEE Journal of Biomedical and Health Informatics, vol. 17, issue 3, pp. 675 - 680, 2013.
Chien-Yue Chen*, Qing-Long Deng, Bor-Shyh Lin, Wen-Cheng Hung, "Quartz Blazed Grating Applied on Autostereoscopic Display," IEEE/OSA Journal of Display Technology, vol. 8, issue 8, pp. 433-438, 2012.
Chin-Teng Lin, Lun-De Liao, Yu-Hang Liu, I-Jan Wang, Bor-Shyh Lin*, Jyh-Yeong Chang, "Novel Dry Polymer Foam Electrodes for Long-Term EEG Measurement," IEEE Transactions on Biomedical Engineering, vol. 58, issue 5, pp. 1200-1207, 2011.
Chin-Teng Lin, Che-Jui Chang, Bor-Shyh Lin*, Shao-Hang Hung, Chih-Feng Chao, I-Jan Wang, "A Real-time Wireless Brain Computer Interface System for Drowsiness Detection," IEEE Transactions on Biomedical Circuits and Systems, vol. 4, issue 4, pp. 214-222, 2010.
Chin-Teng Lin, Kuan-Cheng Chang, Chun-Ling Lin, Chia-Cheng Chiang, Shao-Wei Lu, Shih-Sheng Chang, Bor-Shyh Lin, Hsin-Yueh Liang, Ray-Jade Chen, Yuan-Teh Lee, Li-Wei Ko*, "An Intelligent Telecardiology System Using a Wearable and Wireless ECG to Detect Atrial Fibrillation," IEEE Transactions on Information Technology in Biomedicine, vol. 14, issue 3, pp. 726-733, 2010.
Bor-Shyh Lin*, Bor-Shing Lin, Fok-Ching Chong, Feipei Lai, "Higher Order Statistics-based Radial Basis Function Network for Evoked Potentials," IEEE Transactions on Biomedical Engineering, vol. 56, issue 1, pp. 93-100, 2009.
Bor-Shyh Lin*, Bor-Shing Lin, Fok-Ching Chong, Feipei Lai, " Higher-Order-Statistics-Based Radial Basis Function Networks for Signal Enhancement," IEEE Transactions on Neural Networks, vol.18, issue 3, pp. 823-832, 2007.
Bor-Shyh Lin*, Bor-Shing Lin, Fok-Ching Chong, Feipei Lai, "A Functional Link Network with Higher Order Statistics for Signal Enhancement," IEEE Transactions on Signal Processing, vol.54, issue 12, pp. 4821-4826, 2006.
Bor-Shing Lin*, Bor-Shyh Lin, Nai-Kuan Chou, Fok-Ching Chong, Sao-Jie Chen, "RTWPMS: a Real-Time Wireless Physiological Monitoring System," IEEE Transactions on Information Technology in Biomedicine, vol.10, issue 4, pp. 647-656, 2006.
Honors and Awards
"A smart monitoring and evaluation system for postoperative recovery of bowel function," National Innovation Award (國家新創獎) , 17th National Innovation Award in the Clinical Research Category, Research Center for Biotechnology and Medicine Policy, Taiwan, 2020.
"Smart brain oxygenation monitoring headset for estimating cardiovascular disease severity," National Innovation Award (國家新創獎) , 17th National Innovation Award in the Clinical Research Category, Research Center for Biotechnology and Medicine Policy, Taiwan, 2020.
"Non-contact ECG smart clothing," National Innovation Award (國家新創獎) , 16th National Innovation Award in the Clinical Research Category, Research Center for Biotechnology and Medicine Policy, Taiwan, 2019.
"Development of a smart assistance system for management of blepharoptosis and lagophthalmos," National Innovation Award (國家新創獎) , 16th National Innovation Award in the Clinical Research Category, Research Center for Biotechnology and Medicine Policy, Taiwan, 2019.
"Wireless monitoring system for oral feeding ability of preterm infant," National Innovation Award (國家新創獎) , 15th National Innovation Award in the Clinical Research Category, Research Center for Biotechnology and Medicine Policy, Taiwan, 2018.
"Intelligent hearing aids," National Innovation Award (國家新創獎) , 15th National Innovation Award in the Clinical Research Category, Research Center for Biotechnology and Medicine Policy, Taiwan, 2018.
"Optical Detection Device for Fever and Kawasaki Disease," National Innovation Award (國家新創獎) , 15th National Innovation Award in the Clinical Research Category, Research Center for Biotechnology and Medicine Policy, Taiwan, 2018.
"Artificial electrolarynx," National Innovation Award (國家新創獎) , 14th National Innovation Award in the Clinical Research Category, Institute for Biotechnology and Medicine Industry, Taiwan, 2017.
Best GOLD Member Award, 5th Academic Award, IEEE Tainan Section, Taiwan, 2014.