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人工智慧研發中心
歡迎蒞臨人工智慧研發中心
楊梵孛副教授

AI研究方向及摘要:

  • 整合醫學影像(如:擴散造影、灌流造影、結構性和功能性核磁共振造影)、腦磁波儀(MEG)等)做為臨床診斷、治療和追蹤之輔助。
  • 應用醫療大數據分析,為醫院量身打造特定疾病的影像掃描流程和判讀方式,建立病患個人大健康資料庫。
  • 串聯醫院、長照機構之病患大健康資料和遠距系統,使醫療和照護資訊流通更臻於完善。
  • 規劃與高階健檢搭配之認知訓練和運動處方,結合影像醫學驗證。

 

AI相關發表論文:

  • Yang, F., The Application of Brain Image Big Data to Medical and Health Care. Annual Global Report on Innovation in Active, Healthy and Smart Ageing Sector (2017) (ISBN: 9787530492840). Beijing, China: Beijing Science & Technology Publishing Press. Sep, 2017: 162-167.
  • Chiu, M., Chen, Y., Chen, T., Yang, S., Yang, F., Tseng, T., Chieh, J., Chen, J., Tzen, K., Hua M., Horng, H. (2014). Plasma Tau as a Window to the Brain: Negative Associations with Brain Volume and Memory Function in Mild Cognitive Impairment and Early Alzheimer’s Disease. Human Brain Mapping, 35(7), 3132-3142. (SCI; Impact factor: 5.880; Category: Neuroimaging, Neurosciences; Ranking: 4/116; Top 3.45%).
  • Owen, J., Li, Y., Yang, F.*, Shetty, C., Bukshpun P.,Vora S., Wakahiro M., Hinkley B., Nagarajan, S., Sherr, E.., Mukherjee, P., (2013). Resting State Networks and the Functional Connectome of the Human Brain in Agenesis of the Corpus Callosum, Brain Connectivity, 3(6), 547-562.
  • Yang, F.*, Li, Y., Nguyen, C., Cooper, S., Lahue, S., Venugopal, S., & Mukherjee,P.(2012). Independent Component Analysis of DTI Reveals Microstructurally Correlated White Matter Networks in the Human Brain. Human Brain Mapping,33(6), 1431-1451. (SCI; Impact factor: 5.880; Category: Neuroimaging, Neurosciences; Ranking: 4/116; Top 3.45%).
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