E-MAIL
g931310@gmail.com
經歷
國防醫學院生物醫學工程學科 副教授(110.2~迄今)
國防醫學院生物醫學工程學科 助理教授(103.6~110.1)
陸軍教育暨準則發展指揮部資訊 系統設計官
陸軍教育暨準則發展司令部 電腦修護維護官
陸軍通信兵學校 教官
專長學科
1.互動式網頁開發(android studio、App Inventor 2)、程式語言(C、Visual C#、VB、ASP.NET)
2.資料庫開發(Microsoft SQL Server、Firebase)、自動控制
3.ZigBee無線感測網路、網路式監控系統
4.醫學工程感測應用程式整合設計
5.人工智慧醫療影像分析與應用(Matlab、Python)
實驗室成員
博士班：傅明宇(國防醫學大學生命科學研究所114)、廖崇宇(國防醫學大學醫學科學研究所114)
大學部：李振緯(醫學系大四)、李國宇(醫學系大四)、陳熹(醫學系大三)
畢業博士生：
林克峯(現任職於三軍總醫院)
陳永得(現任職於中國文化大學資訊工程學系助理教授)
服務與榮譽
1.擔任iCIMKC 2026 國際學術研討會最佳論文競賽評審(2026.5.24)
2.榮獲「113年國防醫學研究成果發表」評選績優(2026.1.26)
3.榮獲國防醫學大學113學年度優良導師(2025.9.15)
4.擔任中國文化大學113學年度工學院專題競賽評審(2025.5.7)
5.擔任IET ICETA 2024國際研討會最佳論文競賽主席Award Chair (2024.10.25)
6.擔任中國文化大學112學年度工學院專題競賽評審(2024.5.8)
7.榮獲國防醫學院111年優良教師(2022.09.26)
8.榮獲國防醫學院111年優良導師(2022.09.26)
9.擔任教師發展中心幼師輔導組核心組員(2021.1~迄今)
10.擔任研發師資中原大學研究合作組(2020.9~迄今)
11.擔任校務會議委員-教師代表(2019.2~迄今)
12.榮獲國防醫學院108年優良導師(2019.09.30)
13.擔任陸軍專科學校專題製作競賽評審(2017.05.23)
14.榮獲國防醫學院104學年度第2學期課程教案(普通物理學)評比審查通過(2016.12.02)
15.擔任IMETI 2016 國際研討會主席Session Chair (2016.10.30)
16.榮獲國防醫學院105年優良導師(2016.09.26)
17.擔任醫學工程研究中心幹事(2014.08.14~2022.07)
18.榮獲第18屆全國自動化科技研討會自動化最佳論文佳作獎(2010/6)
期刊發表
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. 本人為共同通訊作者(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.本人為單一通訊作者(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.本人為共同通訊作者(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.本人為單一通訊作者(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. 本人為單一通訊作者(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. 本人為單一通訊作者(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. 本人為單一通訊作者(EI)
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. 本人為單一通訊作者(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. 本人為單一第一作者、單一通訊作者(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. 本人為單一第一作者、單一通訊作者(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本人為單一通訊作者(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. 本人為單一通訊作者(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. 本人為單一通訊作者(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)