Assistant Professor Ling Chen

Assistant Professor Ling Chen

● Office:護理館5樓 515室

● Contact number:(02) 2826-7000 #65337

● Fax telephone:(02) 2820-6252

● E-mail：ling.chen@nycu.edu.tw

● CV

● For more info, click here

● Education

○ 澳洲昆士蘭大學 Computer Science (Data Mining)博士

○ 澳洲昆士蘭大學 Computer Science 、Information Technology碩士

○ 國立臺灣大學 哲學系學士

● Experience

○ Assistant Professor, Institute of Hospital and Health Care Administration, NYCU

○ Researcher, Clarivate, Australia

○ Research Developer, TrademarkVision, Australia

○ Internship, Hunan Research Centre for Hypertension, The 3 rd Xianya Hospital, Central South University,China

● 學術專長

深度學習、醫學影像分析、大數據分析

● 研究興趣

醫學影像診斷輔助、疾病風險預測、醫療決策系統

● 研究計畫

○運用人工智能預測青光眼治療方式: 一個結合時序資料及多模態學習的方法(NSTC 113-2221-E-A49-028-)
○運用人工智能深度學習技術以心臟影像預測亞臨床心房顫動的發生(NSTC 110-2222-E-A49A-501-MY3)
○從腦部電腦斷層影像辨識嬰幼兒虐待性頭部創傷: 一個深度學習的方法 (VGHUST112-G1-9-3)

● 代表著作 (僅列近期五篇)

  1. Ling Chen*, Sung-Hao Huang, Tzu-Hsiang Wang, Vincent S. Tseng, Hsuan-Ming Tsao, Gau-Jun Tang (2024, Jul). Automatic 3D left atrial strain extraction framework on cardiac computed tomography. Computer Methods and Programs in Biomedicine, 252, 108236. (SCI, 25/110, COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS). nstc 110-2222-E-A49A-501-MY3. 本人為第一作者. 
  2. Kao-Jung Chang, Tai-Chi Lin, Chih-Chien Hsu, Cherng-Ru Hsu, Wei-Hao Chang, Cheng-Yi Li, Ling Chen*, De-Kuang Hwang, Shih-Jen Chen, Shih-Hwa Chiou (2024, Apr). Rearrange Anatomy Inputs Like LEGO Bricks: Applying InSSS-P and a Mobile-Dense Hybrid Network to Distill Vascular Significance from Retina OCT-angiography. IEEE Computational Intelligence Magazine. (Accepted). (SCI, 17/145, COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE). 
  3. Ling Chen*, Vincent S. Tseng, Ta-Hsin Tsung, & Da-Wen Lu (2024, Feb). A Multi-label Transformer-based Deep Learning Approach to Predict Focal Visual Field Progression. Graefe’s Archive for Clinical and Experimental Ophthalmology, https://doi.org/10.1007/s00417-024-06393-1. (SCI, 28/62, OPHTHALMOLOGY). 本人為第一作者. 
  4. Ling Chen*, Sung-Hao Huang, Tzu-Hsiang Wang, Tzuo-Yun Lan, Vincent S. Tseng, Hsuan-Ming Tsao, Hsueh-Han Wang, and Gau-Jun Tang (2023, Jan). Deep Learning-based Automatic Left Atrial Appendage Filling Defects Assessment on Cardiac Computed Tomography for Clinical and Subclinical Atrial Fibrillation Patients. Heliyon, 9(1), e12945. (SCIE, 23/73, MULTIDISCIPLINARY SCIENCES). nstc 110-2222-E-A49A-501-MY3. 本人為第一作者. 
  5. Fang-Ming Hung, Chih-Ho Hsu, Jun-En Ding, Ling Chen* (2022, Aug). Hospital transfer risk scoring system for a Taiwan COVID-19 medicalized hotel based on graph convolutional networks. Journal of the Formosan Medical Association, 121(12), 2653-2655. (SCIE, 72/69, MEDICINE, GENERAL & INTERNAL). 本人為通訊作者. Correspondence.