Email
g931310@gmail.com
Experience
Associate Professor, Department of Biomedical Engineering, National Defense Medical Center / National Defense Medical University (February 2021–present)
Assistant Professor, Department of Biomedical Engineering, National Defense Medical Center (June 2014–January 2021)
Information Systems Design Officer, Army Education and Standards Development Command
Computer Maintenance Officer, Army Education and Standards Development Command
Instructor, Army Communications School
Specialty discipline
1. Interactive web development, programming language (C, Visual C#, VB, ASP.NET)
2. Database development (Microsoft SQL Server), automatic control
3.ZigBee wireless sensing network, network monitoring system
4. Medical engineering sensing application integration design
Service and honor
Served as a reviewer for the Best Paper Competition at the iCIMKC 2026 International Conference (May 24, 2026).
Received the Outstanding Award at the 2024 National Defense Medical Research Achievements Presentation (January 26, 2026).
Received the Outstanding Faculty Advisor Award for Academic Year 2024 from National Defense Medical University (September 15, 2025).
Served as a judge for the College of Engineering Student Project Competition, Academic Year 2024, Chinese Culture University (May 7, 2025).
Served as Award Chair for the Best Paper Competition at the IET ICETA 2024 International Conference (October 25, 2024).
Served as a judge for the College of Engineering Student Project Competition, Academic Year 2023, Chinese Culture University (May 8, 2024).
Received the Outstanding Teacher Award from the National Defense Medical Center in 2022 (September 26, 2022).
Received the Outstanding Faculty Advisor Award from the National Defense Medical Center in 2022 (September 26, 2022).
Served as a core member of the Junior Faculty Mentoring Group, Center for Faculty Development (January 2021–present).
Served as a member of the Research Collaboration Group with Chung Yuan Christian University under the Faculty Research and Development Program (September 2020–present).
Served as a faculty representative on the University Affairs Council (February 2019–present).
Received the Outstanding Faculty Advisor Award from the National Defense Medical Center in 2019 (September 30, 2019).
Served as a judge for the Student Project Competition at Army Academy R.O.C. (May 23, 2017).
Received approval in the course teaching plan review for General Physics, second semester of Academic Year 2015, National Defense Medical Center (December 2, 2016).
Served as Session Chair at the IMETI 2016 International Conference (October 30, 2016).
Received the Outstanding Faculty Advisor Award from the National Defense Medical Center in 2016 (September 26, 2016).
Served as an executive officer of the Medical Engineering Research Center (August 14, 2014–July 2022).
Received the Honorable Mention Award for Best Paper in Automation at the 18th National Conference on Automation Technology (June 2010).
Research Papers
1. Chuang-Yen Huang, Fung-Wei Chang, Gwo-Jang Wu, Tsung-Hsuan Lai*, Ping-Nan Chen*. Development and validation of a machine learning based model to predict live birth after IVF using GnRH antagonist and progestin-primed ovarian stimulation protocols. Taiwanese Journal of Obstetrics and Gynecology. Accepted on February 13, 2026. (SCI IF:2.2 Rank:Q2)
2. Chun-Wei Tseng, Ling-Chun Sun, Ke-Feng Lin, Ping-Nan Chen*. Enhancing Coronary Heart Disease Diagnosis: Comparative Analysis of Data Pre-processing Techniques and Machine Learning Models Using Clinical Medical Records. Health Informatics Journal. 2025;31(3):14604582251366160.(SCI IF:2.3 Rank:Q2)
3. Ling-Chun Sun, Chun-Wei Tseng, Ke-Feng Lin*, Ping-Nan Chen*. Hybrid Preprocessing and Ensemble Classification for Enhanced Detection of Parkinson's Disease Using Multiple Speech Signal Databases. Digital Health. 2025;11:20552076251352941.(SCI IF:3.3 Rank:Q1)
4. Ling-Chun Sun, Chia Chiang Lee, Hung-Yen Ke, Chih-Yuan Wei, Ke-Feng Lin, Shih-Sung Lin, Hsin Hsiu, Ping-Nan Chen*. Deep Learning for the Classification of Atrial Fibrillation using Wavelet Transform-based Visual Images. BMC Medical Informatics and Decision Making. 2025;22 (Suppl 5), 349(2022). https://doi.org/10.1186/s12911-025-02872-5. (SCI IF:3.8 Rank:Q2)
5. Ling-Chun Sun, Shu-I Pao, Ke-Hao Huang, Chih-Yuan Wei, Ke-Feng Lin, Ping-Nan Chen*. Generative adversarial network-based deep learning approach in classification of retinal conditions with optical coherence tomography images. Graefe’s Arch Clin Exp Ophthalmol. 2023;261(5):1399-1412. doi: 10.1007/s00417-022-05919-9. (SCI IF:2.3 Rank:Q2)
6. Yung-Te Chen, Hsin Hsiu, Ruei-Jia Chen, Ping-Nan Chen*. Stability of virtual reality haptic feedback incorporating fuzzy-passivity control. Measurement and Control (United Kingdom). 2023;56(3-4):493-506. https://doi.org/10.1177/0020294022110509. (SCI IF:2.0 Rank:Q3)
7. Ke-Feng Lin, Shih-Sung Lin, Ping-Nan Chen*. Low-Cost Systematic Methodology for Rapidly Constructing a Physiological Monitoring Interface in ICU. Inventions. 2023; 8(2):50 https://doi.org/10.3390/inventions8020050. (ESCI)
8. Chih-Yuan Wei, Ping-Nan Chen*, Shih-Sung Lin, Tsai-Wang Huang, Ling-Chun Sun, Chun-Wei Tseng, Ke-Feng Lin. Using machine learning to determine the correlation between physiological and environmental parameters and the induction of acute mountain sickness. BMC Bioinformatics. 2022;22(Suppl 5):628(2021). doi: 10.1186/s12859-022-04749-0. (SCI IF:3.3 Rank:Q1)
9. Ping-Nan Chen*, Chia-Chiang Lee, Chang-Min Liang, Shu-I Pao, Ke-Hao Huang, Ke-Feng Lin. General deep learning model for detecting diabetic retinopathy. BMC Bioinformatics. 2021;22(Suppl 5):84(2021). doi: 10.1186/s12859-021-04005-x. (SCI IF:3.3 Rank:Q1)
10. Zheng-Zong Lai, Hsiang-Yu Yang, Ping-Nan Chen, Wei-Jou Shih, Hsin-Hsueh Shen, Yen-Mei Lee. Estrogen deficiency accompanied by oxidative stress sustains heme oxygenase 1 expression in cardiomyocytes of ovariectomized rats. Journal of Medical Sciences (Taiwan). 2021;41 (3), pp. 146-152.
11. Ping-Nan Chen*, Yung-Te Chen, Hsin Hsiu and Ruei-Jia Chen. The application of an impedance-passivity controller in haptic stability analysis. Applied Sciences-Basel. 2021;11(4):1618. https://doi.org/10.3390/app11041618. (SCI IF:2.5 Rank:Q2)
12. Yung-Te Chen, Chi-Shan Yu and Ping-Nan Chen*. Feedback linearization based robust control for linear permanent magnet synchronous motors. Energies. 2020;13(20):5242. https://doi.org/10.3390/en13205242 (SCI IF:3.2 Rank:Q3)
13. Buh-Yuan Tai, Zhi-Hong Wen, Pao-Yun Cheng, Hsiang-Yu Yang, Chang-Yih Duh, Ping-Nan Chen and Chih-Hsueng Hsu. Lemnalol modulates the electrophysiological characteristics and calcium homeostasis of atrial myocytes. Mar Drugs. 2019;17(11):619. doi: 10.3390/md17110619. (SCI IF:4.9 Rank:Q1)
14. Ke-Feng Lin, Shih-Sung Lin, Min-Hsiung Hung, Chung-Hsien Kuo, Ping-Nan Chen*. An embedded gateway with communication extension and backup capabilities for ZigBee-based monitoring and control systems. Applied Sciences-Basel. 2019;9(3):456. https://doi.org/10.3390/app9030456. (SCI IF:2.5 Rank:Q1)
15. Lin, K.-F., Lin, S.-S., Hung, M.-H., Kuo, C.-H., Chen, P.-N.* Systematic node management mechanism using ZigBee-based real-time vital sign information monitoring system to manage large numbers of patients. Technol Health Care. 2018;26(1):29-41. doi: 10.3233/THC-171404. (SCI IF:1.4 Rank:Q3)
16. Chung-Hsien Kuo*, Hung-Hsuan Chen, Hung-Chyun Chou, Ping-Nan Chen, and Yu-Cheng Kuo. Wireless stimulus-on-device design for novel P300 hybrid brain-computer interface applications. Comput Intell Neurosci. 2018;2018:2301804. doi: 10.1155/2018/2301804.
17. Jun-Hei Chang, Shih-Lin Chang, Po-Da Hong, Ping-Nan Chen, Chih-Hsueng Hsu*, Yen-Yu Lu**, Yao-Chang Chen***. Epigallocatechin-3-gallate modulates arrhythmogenic activity and calcium homeostasis of left atrium. Int J Cardiol. 2017;236:174-180. doi: 10.1016/j.ijcard.2017.01.090. (SCI IF:3.2 Rank:Q2)
18. Hwong-Ru Hwang, Buh-Yuan Tai, Pao-Yun Cheng, Ping-Nan Chen, Ping-Jyun Sung, Zhi-Hong Wen,* and Chih-Hsueng Hsu*. Excavatolide B modulates the electrophysiological characteristics and calcium homeostasis of atrial myocytes. Mar Drugs. 2017;15(2):25. doi: 10.3390/md15020025. (SCI IF:4.9 Rank:Q1)
19. Shih-Sung Lin, Chien-Wu Lan, Ping-Nan Chen, Min-Hsiung Hung, Kuang-Hsiung Tan, Ya-Hui Wu, and Jo-Yen Nieh. Development of a novel power-monitoring system using internet and wireless sensor network technologies. Sensors and Materials. 2017;29(7): 1005-1015. https://doi.org/10.18494/SAM.2017.1598. (SCI IF:1.0 Rank:Q4)
20. Shih-Sung Lin*, Chien-Wu Lan, Ping-Nan Chen and Ya-Hui Wu. A reliable data collection scheme with efficiency consideration for ZigBee wireless sensor network applications. Sensors and Materials. 2015:27(8):773-785. (SCI IF:1.0 Rank:Q4)