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本所師資

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

教師個人CV


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


Pub Med之著作


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)

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
  1. Chen L, Huang S, Wang T, Lan T, Tseng VS, Tsao H, et al. Deep learning-based automatic left atrial appendage filling defects assessment on cardiac computed tomography for clinical and subclinical atrial fibrillation patients. Heliyon. 2023;9(1):e12945.
  2. 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.
  3. “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.
  4. “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.
  5. “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.
  6. “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.
  7. “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.
  8. “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.
  9. “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]
近期指導學生論文
碩士班
  • 運用深度學習對居家醫療患者進行醫療服務使用的預測-以北市某間醫院為例
  • 基於深度學習針對心導管影像冠狀動脈自動化分割之研究
  • 運用深度學習對亞臨床性心房顫動患者之超音波圖進行左心房自動化分割
  • 基於人工智慧之心臟影像分析網路平台系統

  • 碩士在職專班
  • 運用深度學習技術以人臉皺紋特徵建立年齡估計系統
  • 利用螢光腹腔鏡膽囊切除術影像訓練深度學習運算法以辨識肝外膽道解剖構造
  • 利用文字探勘與機器學習建立假新聞自動偵測模型與平台:以某內容農場醫療類新聞為例
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