國立清華大學資訊工程學系

Department of Computer Science

National Tsing Hua University

專題演講

SEMINAR

主講人：郭昶甫 主任                           

SPEAKER  林口長庚醫院風濕過敏免疫科、醫療人工智能核心實驗室

題　目：AI在醫療應用的現況及展望

TOPIC     

時  間：110年12月17日(五)上午10點至12點

DATE　　

地　點：台達館103

online meeting link:  https://teams.microsoft.com/l/meetup-join/19%3afkE_SDD1vdIkP4vY8kqmtlL5o3uDwVlMfQxiWsjw_UI1%40thread.tacv2/1632317678550?context=%7b%22Tid%22%3a%226c3bc511-43c7-4596-baeb-2335c69c41f1%22%2c%22Oid%22%3a%22821516e4-93a6-42fb-bdf6-31b22f1d8c2c%22%7d

演講摘要: 

人工智慧在醫療場域的應用可簡單區分為短期或長期的目標， 短期可視為即時幫助醫療從業人員減輕工作的負擔，例如常規性或伺機性的輔助篩檢/預後預測。常規性主要是協助醫師執行現行的診斷方法，例如(胸部x-ray常規用來診斷肺部病灶)。伺機性篩檢/預測使用篩查工具針對「不同」於適應症的目的進行風險評估以獲取複雜昂貴的檢查所提供的臨床資訊，例如(心電圖預測心收縮)。其他AI在醫療的應用種類繁多，例如預測、輔助治療等。這些不同的應用需要與實際場域結合，並考量醫療特殊的倫理與法規要求。從長期來看，AI應結合其他領域，來提供民眾更好的醫療服務。本次課程透過林口長庚醫院的經驗分享，以更能了解如何將AI與臨床實務結合。

Bio:

Dr Kuo is a senior rheumatologist and currently hold the posts of director of medical research and development department, director of the division of rheumatology, allergy and immunology and director of the center for artificial intelligence in Medicine. He received his MD and Master degree in Chang Gung University and PhD in the University of Nottingham, UK. His research interests involve epidemiology of rheumatic diseases, genetic epidemiology of common complex diseases, pharmacoepidemiology and recently involves medical artificial intelligence. His research emphasizes on gout and published papers ranging from epidemiology parameters, treatment, prognosis, comorbidities, genetics and risk factors. Recently, he designed several new models to assess the drug-drug interaction using routinely collected data. He has authored over 50 scientific papers and many of which are published in high-impact journal such as JAMA and JAMA internal medicine. These achievements led to the granting of honorary associate professor by the University of Nottingham. Now as the director of the AI center in Chang Gung Memorial Hospital, he oversees the AI research in the hospital regarding medical images, electrophysiology and natural language processing. He received National Outstanding Award 2019.

Host: 賴尚宏