| Academic publication
- Journal papers
- Conference papers
- Patent
- Presentations and seminars
Journal papers
- Evaluation of an AI-Based TB AFB Smear Screening System for Laboratory Diagnosis onRoutine Practice | Hsiao-Ting Fu, Hui-Zin Tu,Herng-Sheng Lee, Yusen Eason Lin, and Che-Wei Lin* | Sensors | 2022
- A Deep Learning Framework for Automatic SleepApnea Classification based on Empirical Mode Decomposition Derived from Single-LeadElectrocardiogram | Febryan Setiawan and Che-Wei Lin* | Life | 2022
- High-Definition Transcranial Direct Current with Electrical Theta Burst on Post-Stroke Motor Rehabilitation: APilot Randomized Controlled Trial | Yi-Jing Huang, Shun-Min Wang, Chieh Chen,Chien-An Chen, Chun-Wei Wu, Jia-Jin Chen,Chih-Wei Peng,Che-Wei Lin, Shih-Wei Huang, Shih-Ching Chen | Neurorehabilitation and Neural Repair | 2022
- Effect of 0.12% Chlorhexidine Oral Rinse on PreventingHospital-Acquired Pneumonia in Nonventilator Inpatients | Yen-ChinChen,En-NiKu; Pei-FangTsai; Cheng-ManNG,Jiun-LingWang;Che-WeiLin;Nai-YingKo; Ying-JuChang | Journal of Nursing Research | 2022
- Solving Inverse Electrocardiographic Mapping Using Machine Learning and Deep Learning Frameworks | Ke-Wei Chen, Laura Bear, Che-Wei Lin* | Sensors | Mar.2022
- Development of Neuro Degenerative Diseases’ Gait Classification Algorithm using Convolutional Neural Network and Wavelet Coherence Spectrogram of Gait Synchronization | Febryan Setiawan, An-Bang Liu, and Che-Wei Lin* | IEEE Acces | April. 2022
- Effects of Virtual Reality-Based Mirror Therapy Program on Improving Sensorimotor Function of Hands in Chronic Stroke Patients: A Randomized Controlled Trial | Hsiu-yun Hsu, Li-Chieh Kuo, Yu-Ching Lin, Fong-Chin Su, Tai-Hua Yang, Che-Wei Lin | ACCEPTED by Neurorehabilitation and Neural Repair | Mar.2022
- Sleep Apnea Classification Algorithm Development Using a Machine-Learning Framework and Bag-of-Features Derived from Electrocardiogram Spectrograms | Cheng-Yu Lin, Yi-Wen Wang, Febryan Setiawan, Nguyen Thi Hoang Trang, Che-Wei Lin | Journal of Clinical Medicine | Dec. 2021
- Effects of vibrotactile-enhanced music-based intervention on sensorimotor control capacity in the hand of an aging brain: a pilot feasibility randomized crossover trial | Hsiu-yun Hsu, Che-wei Lin, Yu-ching Lin, Po-ting Wu, Hirokazu Kato, Fong-chin Su, Li-chieh Kuo | BMC geriatrics | Dec. 2021
- Designing and pilot testing a novel high-definition transcranial burst electrostimulation device for neurorehabilitation | Shun Min Samuel Wang, Yi Jing Huang, Jia Jin Jason Chen, Chun Wei Wu, Chien An Chen, Che Wei Lin, Van Truong Nguyen, Chih Wei Peng | Journal of Neural Engineering | Oct. 2021
- Dynamic Changes and Temporal Association with Ambient Temperatures: Nonlinear Analyses of Stroke Events from a National Health Insurance Database | Che-wei Lin, Po-wei Chen, Wei-min Liu, Jin-yi Hsu, Yu-lun Huang, Yu Cheng, An-bang Liu | Journal of Clinical Medicine | Oct. 2021
- Using Virtual Reality–Based Rehabilitation in Sarcopenic Older Adults in Rural Health Care Facilities—A Quasi-Experimental Study | Guan-Bo Chen, Che-Wei Lin, Hung-Ya Huang, Yi-Jhen Wu, Hung-Tzu Su, Shu-Fen Sun, Sheng-Hui Tuan | Journal of Aging and Physical Activity | Oct. 2021
- Implementation of a Deep Learning Algorithm Based on Vertical Ground Reaction Force Time–Frequency Features for the Detection and Severity Classification of Parkinson’s Disease| Febryan Setiawan, Che-Wei Lin | Sensors | Jul. 2021
- Identification of Neurodegenerative Diseases Based on Vertical Ground Reaction Force Classification Using Time–Frequency Spectrogram and Deep Learning Neural Network Features| Febryan Setiawan, Che-Wei Lin | Brain sciences | Jul. 2021
- Development and Testing of a Virtual Reality Mirror Therapy System for the Sensorimotor Performance of Upper Extremity: A Pilot Randomized Controlled Trial | Che-Wei Lin, Li-Chieh Kuo, Yu-Ching Lin, Fong-Chin Su, Yu-An Lin and Hsiu-Yun Hsu* | IEEE Access | Jan.2021
- Development of a Neurodegenerative Disease Gait Classification Algorithm Using Multiscale Sample Entropy and Machine Learning Classifiers | Quoc Duy Nam Nguyen, An-Bang Liu, Che-Wei Lin* | Entropy | Nov. 2020
- Development of Radial Artery Pulse Audiogram Sensing System for Fast Detection of Atrial Fibrillation and Pulse Amplitude Variation | Ju-Yi Chen, Chou-Ching K. Lin, Che-Wei Lin, Fan-Ming Yu, Kuang-Jung Li, Liang-Miin Tsai* | IEEE Access | Sep. 2020
- Evaluation of Vertical Ground Reaction Forces Pattern Visualization in Neurodegenerative Diseases Identification Using Deep Learning and Recurrence Plot Image Feature Extraction | Che-Wei Lin, Tzu-Chien Wen, Febryan Setiawan | Sensors | Sep .2019
- Virtual reality-based rehabilitation in the treatment of sarcopenia among residents in rural caring facilities｜Guan Bo Chen, Che Wei Lin, Hung Ya Huang, Yi Jhen Wu, Hung Tzu Su, Shu Fen Sun, Sheng Hui Tuan｜Gerontology｜Under review
- Multiscale Approximate Entropy for Gait Analysis in
Patients with Neurodegenerative Diseases｜An-Bang Liu and Che-Wei Lin*｜Entropy ｜Sep .2019
- Heart Rate Variability is Associated with Memory in Females｜Morandi GN, Lin S-H*, Lin C-W, Yeh TL, Chu C-L, Lee IH, Chi MH, Chen KC, Chen PS, Yang YK｜Applied Psychophysiology and Biofeedback ｜Jun .2019
- The Effects of an Activity Promotion System on Active Living in Overweight Subjects with Metabolic Abnormalities｜Yi-Ching Yang, Ya-Ping Yang, Chi-Jane Wang, Jing-Jy Wang, Che-Wei Lin, Ya-Ting Yang, Jeen‐Shing Wang, Yen-Kuang Yang｜Obesity Research & Clinical Practice ｜Nov. 2017
- 應用於糖尿病患者之智慧型溫控及步態分析鞋｜林哲偉、黃秀剛、林阡鈺、陳子揚、蘇廷育、廖文寧｜台灣老年學論壇 ｜Nov. 2016
- Functional Connectivity between Parietal Cortex and the Cardiac Autonomic System in Uremics｜Li-Min Liou, Diane Ruge, Mei-Chuan Kuo, Jer-Chia Tsai, Che-Wei Lin, Meng-Ni Wu, Chung-Yao Hsu, Chiou-Lian Lai*｜Kaohsiung Journal of Medical Sciences｜Mar .2014
- A K-Nearest-Neighbor Classifier with Heart Rate Variability Feature-based Transformation Algorithm for Driving Stress Recognition｜Jeen-Shing Wang, Che-Wei Lin, Ya-Ting C Yang｜Neurocomputing｜Sep .2013
- Functional connectivity between lateral premotor-parietal circuits and the cardiac autonomic system in Parkinson’s disease｜Li-Min Liou, Diane Ruge, Yang-Pei Chang, Meng-Ni Wu, Chung-Yao Hsu, Che-Wei Lin,Chin-Ling Tsai, Chiou-Lian Lai｜Journal of the Neurological Sciences｜Mar .2013
- Walking Pattern Classification and Walking Distance Estimation Algorithms Using Gait Phase Information｜Jeen-Shing Wang, Che-Wei Lin, Ya-Ting C Yang, Yu-Jen Ho｜IEEE Transactions on Biomedical Engineering｜Oct .2012
- A Wearable Sensor Module with a Neural-Network-based Activity Classification Algorithm for Daily Energy Expenditure Estimation｜Che-Wei Lin, Ya-Ting C. Yang, Jeen-Shing Wang, Yi-Ching Yang｜IEEE Transactions on Information Technology in Biomedicine｜Sep .2012
- Relations between Sleep Activity Indices and Verran and Snyder-Halpern (VSH) Sleep Scale Using Statistical Analysis｜Ya-Ting C. Yang, Jeen-Shing Wang, Che-Wei Lin, Wei-Chun Chiang｜Sleep and Biological Rhythms｜Oct .2011
- Using a WearB4:C14able Physical Activity Sensor System for Sleep/Wake States Detection｜Jeen-Shing Wang, Ya-Ting C. Yang, Wei-Chun Chiang, Che-Wei Lin｜Sleep and Biological Rhythms｜Oct .2011
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Conference papers
- SEmbedNet: Hardware-Friendly CNN for Ectopic Beat Classification on STM32-Based Edge Device | You-Liang Xie, Xin-Rong Lin, Che-Wei Lin | RASSE 2022 IEEE系統科學與工程前瞻進程國際會議
- Evaluation of the bacterial growth curve with electronic nose device | Hsiao-Ting Fu, Saul Ernesto Aviles Trigueros, Che-Wei Lin* | 2022第十三屆亞太醫學檢驗科學國際研討會
- 運用電子鼻建立菌株氣味資料及自動辨識演算法開發 | 王薪維、蔡佩芳、蔡佩珍、陳嬿今、王竣令、李南瑤、林哲偉 | 社團法人台灣醫事檢驗學會110年會
- Development of an AI-based Bacteria Odor Recognition System using Electronic Nose and Machine Learning | Ping-Ching Wu, Yi-Jhen Wu, You-Liang Xie, Pei-Yu Tu, Yao-Wei Yeh, Che-Wei Lin | ICSS 2021 國際智慧感測器研討會
- Chronic Wound Stage Classification Based on Machine Learning and Electronic Nose | Ping-Ching Wu, Yi-Jhen Wu, You-Liang Xie, Pei-Yu Tu, Yao-Wei Yeh, Che-Wei Lin | ICSS 2021 國際智慧感測器研討會
- Development of Medical Wearable Device for Screening Arrhythmia and Structural Heart Diseases Based on Pulse Audiogram with Time Frequency Transformation and Deep Learning Classifier | Che-Wei Lin*, You-Liang Xie, Chou-Ching K. Lin, Ju-Yi Chen, Liang-Miin Tsai, Yung Chang, Chao-Wen Lee, Xin-Rong Lin, Yu- Hsiu Yen, Tzu-Chien Wen, Yin-Chen Lee, YuCheng Ko | 2021年生物醫學工程科技研討會－科技部醫工學門成果發表會暨第三屆國際工程與科技研討會
運用自行開發虛擬實境教學軟體於臨床病毒高階檢驗認知與實作技能訓練 | 蔡慧頻、林哲偉、林怡婷、葉峻昇、劉尚銘、Evan Adrian Adhi、Luthfan Fauza、李芳瑜、施又嘉 | 109年度會員(代表)大會暨學術發表會(2020)
Using virtual reality-based rehabilitation with Oculus system to treat sarcopenia among older residents in rural caring facilities~ a pilot study | Sheng-hui Tuan, Che-Wei Lin, Yi-Jhen Wu, Ko-Long Lin | 11th International Association of Gerontology and Geriatrics Asia/Oceania Regional Congress(2019)
Virtual reality-based rehabilitation in the treatment of sarcopenia of older residents in rural caring facilities in southern Taiwan | Sheng-hui Tuan, Che-Wei Lin, Yi-Jhen Wu, Lan Lan, Ko-Long Lin | 13th International Society of Physical and Rehabilitation Medicine World Congress(2019)
利用虛擬實境復健減少長照機構長者肌少症-前驅計畫 | 段生輝、林哲偉、吳宜臻、郭秋明、陳重吟、藍嵐、孫瑋廷、林士哲 | 2019台灣復健醫學會年會
- Development of an Atrial fibrillation (AFib) detection algorithm based on machine learning algorithms and time-frequency transformation of pulse audiogram (PAG) | Che-Wei Lin, Yung Chang, Chou-Ching K. LIN, Liang-Ming Tsai, and Ju-Yi Chen | 2018 International Conference on Applied System Innovation (ICASI)
- Development an AI-based Sleep Apnea Detection Algorithm based on Time-Frequency Spectrogram of ECG Signal | Yi-Wen Wang, Che-Wei Lin, and Ping-Ching Wu | 2018 International Conference on Applied System Innovation (ICASI)
- Development a AI-based Non-invasive Pulse AudioGram Monitoring Device for VPC/APC classification by Using AlexNet with Convolutional Neural Network | You-Liang Xie, Che-Wei Lin, Chou-Ching K. Lin, Ju-Yi Chen and Liang-Miin Tsai | 2018 International Conference on Applied System Innovation (ICASI)
- Development of CNN-based Structural Heart Diseases Detection based on Pulse Audiogram (PAG) | Yung Chang, Che-Wei Lin, Chou-Ching K. Lin, Ju-Yi Chen, and Liang Miin Tsai | 2018 International Conference on Applied System Innovation (ICASI)
- A Noninversion and Switchable Theranostics Method Base on Gold nanopartide Intrgrated with Photoacoustic Imaging and Laser Induced Hyperthermia | Che-Wei Lin, Ping-Chin Wu | 2018 International Conference on Applied System Innovation (ICASI)
- To Detect Diabetes Mellitus Using an Artificial Intelligence Hand Sensorimotor Function Model | Pu-Chun Mo, Hsiu-Yun Hsu, Li-Chieh Kuo, Che-Wei Lin, Fong-Chin Su
- Formulation Design and Bioactivity Evaluation of Isoliquiritigenin and Fluorouracil Co-Delivered PLGA Nanoparticle | Ming-Yao Hung, Che-Wei Lin, Ming-Wei Lin, Ping-Ching Wu, Yaw-Bin Huang | 11th Pan Pacific Symposium on Stem Cells and Cancer Research (PPSSC 2018)
- 基於機械學習演算法之個人化刷牙區域自動辨識的智慧牙刷開發 | 鍾愛、周保廷、林哲偉、吳炳慶 | 2017生物醫學工程科技研討會
- Development of an AI-based non-invasive Pulse AudioGram monitoring device for arrhythmia screening | C. W. Lin, Y. Chang, C. C. K. Lin, L. M. Tsai and J. Y. Chen | 2017 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT)
- Using Bootstrap AdaBoost with KNN for ECG-based Automated Obstructive Sleep Apnea Detection | Tzu-Ping Kao, Jeen-Shing Wang, Che-Wei Lin, Ya-Ting Yang, Fang-Chen Juang | Neural Networks (IJCNN), The 2012 International Joint Conference on
- A real-timECG Morphology Feature-based R Wave Detection Algorithm | Chien-Han Hung, Yi-Hui Lee, Che-Wei Lin, Ya-Ting Yang, Jeen-Shing Wang | National Symposium on System Science and Engineering(2012)
- Estimating the Influence of Chronotype and Social Zeitgebers on Circadian Rhythms using an Accelerometer-based Sensor Network | Che-Wei Lin, Jeffrey Gamble, Ya-Ting Yang, Jeen-Shing Wang | Biomedical and Health Informatics (BHI), 2012 IEEE-EMBS International Conference on
Patent
- 用於預防及/或治療焦慮症之裝置 | 楊延光、林哲偉、林思賢、陳高欽、張雅雯、蕭雅心 | 2020/4/11
- 心律不整診斷系統與裝置及心律不整辨識方法 | 林宙晴、林哲偉、蔡良敏、陳儒逸 | 2019/3/21
- 尿袋 | 林哲偉 (TW) Lin, Che-Wei; 許立生 (TW) Hsu, Li-Sheng; 張元睿 (TW) Chang, Yuan-Ray; 吳季蓁 (TW) Wu, Chi-Chen; 陳昭岑 (TW) Chen, Chao-Tsen | 2019/3/21
- 耳道式量測裝置 | 王振興 Wang, Jeen Shing; 林哲偉 Lin, Che Wei | 2019/3/21
- 步態分析方法及步態分析系統 Gait Analysis Method and Gait Analysis System | 王振興 Wang, Jeen Shing; 林哲偉 Lin, Che Wei | 2015/9/1
- 健康照護監測系統 | 王振興、詹寶珠、林哲偉、莊芳甄、王夏果 | 2015/8/1
- 睡眠效率分析方法及其裝置 | 王振興、徐崇堯、林哲偉、江維鈞 | 2015/4/1
- 具心電量測與無線傳輸功能的隱形胸罩 | 詹寶珠、王振興、王琪珍、莊芳甄、林哲偉 | 2015/1/1
- 代謝當量計算系統及其方法 | 詹寶珠、王振興、王琪珍、楊延光、莊芳甄、林哲偉 | 2013/12/21
- 具生理狀態調節功能之可攜式生理訊號分析裝置 | 詹寶珠、王振興、林哲偉 、姜仁傑 | 2010/11/1
Presentations and seminars
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