Feipei Lai

ORCID

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 25

Top Venues

JMIR medical informatics

Journal of medical Internet research

JMIR mHealth and uHealth

JMIR bioinformatics and biotechnology

National Taiwan University

University of Illinois at Urbana-Champaign (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

National Taiwan University Aug 01 1987

Taiwan

Professor :: Graduate Institute of Biomedical Electronics and Bioinformatics

Education History

University of Illinois at Urbana-Champaign Jan 01 1983 - Jun 30 1987

United States

PHD :: Computer Science

Publications

Jen-Hsuan Liu, Chih-Yuan Shih, Hsien-Liang Huang, Jen-Kuei Peng, Shao-Yi Cheng, Jaw-Shiun Tsai, Feipei Lai
Evaluating the Potential of Machine Learning and Wearable Devices in End-of-Life Care in Predicting 7-Day Death Events Among Patients With Terminal Cancer: Cohort Study. Journal of medical Internet research 25 (2023)
Pei-Fu Chen, Li-Chin Chen, Yow-Kuan Lin, Guo-Hung Li, Feipei Lai, Cheng-Wei Lu, Chi-Yu Yang, Kuan-Chih Chen, Tzu-Yu Lin
Predicting Postoperative Mortality With Deep Neural Networks and Natural Language Processing: Model Development and Validation. JMIR medical informatics 10 (5) (2022)
Yen-Pin Chen, Yi-Ying Chen, Kai-Chou Yang, Feipei Lai, Chien-Hua Huang, Yun-Nung Chen, Yi-Chin Tu
The Prevalence and Impact of Fake News on COVID-19 Vaccination in Taiwan: Retrospective Study of Digital Media. Journal of medical Internet research 24 (4) (2022)
Yu-Shan Huang, Ching Hsu, Yu-Chang Chune, I-Cheng Liao, Hsin Wang, Yi-Lin Lin, Paul Wuh-Liang Hwu, Hung-Chang Lee, Feipei Lai
Diagnosis of a Single-Nucleotide Variant in Whole-Exome Sequencing Data for Patients With Inherited Diseases: Machine Learning Study Using Artificial Intelligence Variant Prioritization. JMIR bioinformatics and biotechnology 3 (1) (2022)
Che-Wei Chang, Mesakh Christian, Dun Hao Chang, Feipei Lai, Tom J Liu, Yo Shen Chen, Wei-Jen Chen
Deep learning approach based on superpixel segmentation assisted labeling for automatic pressure ulcer diagnosis. PloS one 17 (2) (2022)
Chan-Hen Tsai, Pei-Chen Chen, Ding-Shan Liu, Ying-Ying Kuo, Tsung-Ting Hsieh, Dai-Lun Chiang, Feipei Lai, Chia-Tung Wu
Panic Attack Prediction Using Wearable Devices and Machine Learning: Development and Cohort Study. JMIR medical informatics 10 (2) (2022)
Yu-Shan Huang, Ching Hsu, Yu-Chang Chune, I-Cheng Liao, Hsin Wang, Yi-Lin Lin, Paul Wuh-Liang Hwu, Hung-Chang Lee, Feipei Lai
Diagnosis of a Single-Nucleotide Variant in Whole-Exome Sequencing Data for Patients With Inherited Diseases: Machine Learning Study Using Artificial Intelligence Variant Prioritization. JMIR bioinformatics and biotechnology 3 (1) (2022)
Chia-Tung Wu, Ssu-Ming Wang, Yi-En Su, Tsung-Ting Hsieh, Pei-Chen Chen, Yu-Chieh Cheng, Tzu-Wei Tseng, Wei-Sheng Chang, Chang-Shinn Su, Lu-Cheng Kuo, Jung-Yien Chien, Feipei Lai
A Precision Health Service for Chronic Diseases: Development and Cohort Study Using Wearable Device, Machine Learning, and Deep Learning. IEEE journal of translational engineering in health and medicine 10 (2022)
Hungyi Chen, Yuan-Chia Chu, Feipei Lai
Mobile time banking on blockchain system development for community elderly care. Journal of ambient intelligence and humanized computing (2022)
Tzu-Wei Tseng, Chang-Fu Su, Feipei Lai
Fast Healthcare Interoperability Resources for Inpatient Deterioration Detection With Time-Series Vital Signs: Design and Implementation Study. JMIR medical informatics 10 (10) (2022)
Pei-Fu Chen, Kuan-Chih Chen, Wei-Chih Liao, Feipei Lai, Tai-Liang He, Sheng-Che Lin, Wei-Jen Chen, Chi-Yu Yang, Yu-Cheng Lin, I-Chang Tsai, Chi-Hao Chiu, Shu-Chih Chang, Fang-Ming Hung
Automatic International Classification of Diseases Coding System: Deep Contextualized Language Model With Rule-Based Approaches. JMIR medical informatics 10 (6) (2022)
Yun-Chung Liu, Hao-Yuan Cheng, Tu-Hsuan Chang, Te-Wei Ho, Ting-Chi Liu, Ting-Yu Yen, Chia-Ching Chou, Luan-Yin Chang, Feipei Lai
Evaluation of the Need for Intensive Care in Children With Pneumonia: Machine Learning Approach. JMIR medical informatics 10 (1) (2022)
Pei-Fu Chen, Tai-Liang He, Sheng-Che Lin, Yuan-Chia Chu, Chen-Tsung Kuo, Feipei Lai, Ssu-Ming Wang, Wan-Xuan Zhu, Kuan-Chih Chen, Lu-Cheng Kuo, Fang-Ming Hung, Yu-Cheng Lin, I-Chang Tsai, Chi-Hao Chiu, Shu-Chih Chang, Chi-Yu Yang
Training a Deep Contextualized Language Model for International Classification of Diseases, 10th Revision Classification via Federated Learning: Model Development and Validation Study. JMIR medical informatics 10 (11) (2022)
Che-Wei Chang, Feipei Lai, Mesakh Christian, Yu Chun Chen, Ching Hsu, Yo Shen Chen, Dun-Hao Chang, Tyng Luen Roan, Yen Che Yu
Deep Learning-Assisted Burn Wound Diagnosis: Diagnostic Model Development Study. JMIR medical informatics 9 (12) (2021)
Pei-Fu Chen, Ssu-Ming Wang, Wei-Chih Liao, Lu-Cheng Kuo, Kuan-Chih Chen, Yu-Cheng Lin, Chi-Yu Yang, Chi-Hao Chiu, Shu-Chih Chang, Feipei Lai
Automatic ICD-10 Coding and Training System: Deep Neural Network Based on Supervised Learning. JMIR medical informatics 9 (8) (2021)
Chia-Tung Wu, Guo-Hung Li, Chun-Ta Huang, Yu-Chieh Cheng, Chi-Hsien Chen, Jung-Yien Chien, Ping-Hung Kuo, Lu-Cheng Kuo, Feipei Lai
Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using Wearable Device Data, Machine Learning, and Deep Learning: Development and Cohort Study. JMIR mHealth and uHealth 9 (5) (2021)
Yen-Pin Chen, Yuan-Hsun Lo, Feipei Lai, Chien-Hua Huang
Disease Concept-Embedding Based on the Self-Supervised Method for Medical Information Extraction from Electronic Health Records and Disease Retrieval: Algorithm Development and Validation Study. Journal of medical Internet research 23 (1) (2021)
Yen-Pin Chen, Yi-Ying Chen, Jr-Jiun Lin, Chien-Hua Huang, Feipei Lai
Modified Bidirectional Encoder Representations From Transformers Extractive Summarization Model for Hospital Information Systems Based on Character-Level Tokens (AlphaBERT): Development and Performance Evaluation. JMIR medical informatics 8 (4) (2020)
Heng-Yu Haley Lin, Yuan-Chia Chu, Ying-Hui Lai, Hsiu-Lien Cheng, Feipei Lai, Yen-Fu Cheng, Wen-Huei Liao
A Smartphone-Based Approach to Screening for Sudden Sensorineural Hearing Loss: Cross-Sectional Validity Study. JMIR mHealth and uHealth 8 (11) (2020)
Fong-Ci Lin, Shih-Tsung Huang, Rung-Ji Shang, Chi-Chuan Wang, Fei-Yuan Hsiao, Fang-Ju Lin, Mei-Shu Lin, Kuan-Yu Hung, Jui Wang, Li-Jiuan Shen, Feipei Lai, Chih-Fen Huang
A Web-Based Clinical System for Cohort Surveillance of Specific Clinical Effectiveness and Safety Outcomes: A Cohort Study of Non-Vitamin K Antagonist Oral Anticoagulants and Warfarin. JMIR medical informatics 7 (3) (2019)
Jin-Ming Wu, Te-Wei Ho, Yao-Ting Chang, ChungChieh Hsu, Chia Jui Tsai, Feipei Lai, Ming-Tsan Lin
Wearable-Based Mobile Health App in Gastric Cancer Patients for Postoperative Physical Activity Monitoring: Focus Group Study. JMIR mHealth and uHealth 7 (4) (2019)
Yuan-Chia Chu, Yen-Fu Cheng, Ying-Hui Lai, Yu Tsao, Tzong-Yang Tu, Shuenn Tsong Young, Tzer-Shyong Chen, Yu-Fang Chung, Feipei Lai, Wen-Huei Liao
A Mobile Phone-Based Approach for Hearing Screening of School-Age Children: Cross-Sectional Validation Study. JMIR mHealth and uHealth 7 (4) (2019)
Fong-Ci Lin, Chen-Yu Wang, Rung-Ji Shang, Fei-Yuan Hsiao, Mei-Shu Lin, Kuan-Yu Hung, Jui Wang, Zhen-Fang Lin, Feipei Lai, Li-Jiuan Shen, Chih-Fen Huang
Identifying Unmet Treatment Needs for Patients With Osteoporotic Fracture: Feasibility Study for an Electronic Clinical Surveillance System. Journal of medical Internet research 20 (4) (2018)
Yi-Ju Tseng, Jung-Hsuan Wu, Hui-Chi Lin, Ming-Yuan Chen, Xiao-Ou Ping, Chun-Chuan Sun, Rung-Ji Shang, Wang-Huei Sheng, Yee-Chun Chen, Feipei Lai, Shawn-Chwen Chang
A Web-Based, Hospital-Wide Health Care-Associated Bloodstream Infection Surveillance and Classification System: Development and Evaluation. JMIR medical informatics 3 (3) (2015)
Te-Wei Ho, Chen-Wei Huang, Ching-Miao Lin, Feipei Lai, Jian-Jiun Ding, Yi-Lwun Ho, Chi-Sheng Hung
A telesurveillance system with automatic electrocardiogram interpretation based on support vector machine and rule-based processing. JMIR medical informatics 3 (2) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Feipei Lai