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陳翎照片

陳翎
Chen, Ling

辦公室：護理館5樓515室

聯絡電話：(02)28267000#65337

傳真電話：(02)28206252

E-mail：ling.chen@nycu.edu.tw

學歷

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


經歷

國立陽明交通大學醫學院醫務管理研究所 助理教授

Researcher, Clarivate, Australia

Research Developer, TrademarkVision, Australia

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


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

運用人工智能深度學 習技術以心臟影像預測亞臨床心房顫動的發生(110-2222-E-A49A-501-MY3)


代表著作
  1. Fang-Ming Hung, Chih-Ho Hsu, Jun-En Ding, Ling Chen*, Hospital transfer risk scoring system for a Taiwan COVID-19 medicalized hotel based on graph convolutional networks. J. Formos. Med. Assoc. (2022) doi:10.1016/j.jfma.2022.08.013.
  2. “Applying a ‘Big Data’ Literature System to Recommend Antihypertensive Drugs for Hypertension Patients with Diabetes Mellitus” , Jing-xian Shu, Ying Li, Ting He, Ling Chen , XueLi, Lin-lin Zou, Lu Yin, Xiao-hui Li, An-li Wang, Xing Liu and Hong Yuan, Medical Science Monitor ,vol. 24, pp. 114-148, 2018.
  3. “Mining Medical Examination Records – A Graph-based Approach” , Ling Chen , Xue Li, Quan Z. Sheng, Wen-Chih Peng, John Bennett, Hsiao-Yun Hu, and Nicole Huang, IEEE Transactions on Knowledge and Data Engineering (TKDE, an Australia ERA A-ranked journal), vol. 28, no. 9, pp. 2423-2437, 2016.
  4. “Personal health indexing based on medical examinations: A data mining approach” , Ling Chen ,Xue Li, Yi Yang, Hanna Kurniawati, Quan Z. Sheng, Hsiao-Yun. Hu, and Nicole Huang, Decision Support Systems (an Australia ERA A*-ranked journal), vol. 81, pp. 54–65, 2016.
  5. “Mining Personal Health Index from Annual Geriatric Medical Examinations” , Ling Chen , Xue Li, Sen Wang, Hsiao-Yun Hu, Nicole Huang, Quan Z. Sheng, and Mohamed Sharaf, in the International Conference on Data Mining (ICDM’14, an ERA A-ranked conference), Shenzhen, China, 2014, pp. 761–766.
  6. “MedRank: Discovering Influential Medical Treatments from Literature by Information Network Analysis” , Ling Chen , Xue Li, Jiawei Han, presented at the 24 th Australasian Database Conference (ADC, an ERA B-ranked conference), in Conferences in Research and Practice in Information Technology (CRPIT) , Vol. 137, Hua Wang and Rui Zhang, Ed., 2013, pp. 3-12.
  7. “Introducing Cloud Computing Topics in Curricula” , Ling Chen , Yang Liu, Marcus Gallagher, Bernard Pailthorpe, Shazia Sadiq, Heng Tao Shen and Xue Li, Journal of Information Systems Education (JISE, an ERA C-ranked journal), Vol. 23, No. 3 Fall, 2012, pp. 315-324.
  8. “On the Prediction of Re-tweeting Activities in Social Networks – a report of the WISE 2012 Challenge” , Sayan Unankard, Ling Chen , Peng Li, Sen Wang, Zi Huang, Mohamed Sharaf and Xue Li, in Web Information Systems Engineering - WISE 2012 (an ERA A-ranked conference), Springer Berlin Heidelberg, 2012, pp. 744-754. [First prize of the Data Mining track challenge]
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