醫學圖像數據分析平臺

醫學圖像數據分析平臺

  • 醫學圖像數據分析平臺
    ART/210CP
    20160201 - 20170731
    11930

    吳曉華博士
    1.Develop a pathology image data analytics platform including: (a) a distributed pathology image data storage and management system (b) a parallel computing engine and function library for pathology image analytics (c) a development interface supporting large data visualization and statistics 2.Develop a standard recommendation for web-based digital pathology information exchange in tele-diagnosis including: (a) an annotation and markup data model (b) a cross platform image viewer 3.Develop two computer-aided diagnosis applications through the medical image data analytics platform, with measurable performance benchmark comparison to existing systems
    Dr Che-I, Justin Chuang Mr Yee Lim Chan Miss Yee Wai, Mandy Yim Mr Ka Yuk Lee Dr Lu Wang Mr Hangqiang Huang Mr Pan Lit Wong Dr Yan Nei, Ivy Law Dr Cheung Ming, Denny Lai Mr Yat Cheung, Louis Ngai Mr Fuchun, Fred Li Mr Chun Chung Lo Mr Xiaodong Yu Mr Chi Ming, Tony Leung Mr Chi Chung, David Leung Miss Hua Yang Mr Shengpeng, Tony Wu Miss Yin Yee, Brenda Chan Mr Chi Chung, Jackie Chau Mr Kwok Hung, Billy Leung Mr Sai Hung, Teddy Chu Mr Rihong, Billy Chen Mr Hanbin Jian
    Aircraft Medical [贊助機構] 廣州金域醫學檢驗中心 廣州金域醫學檢驗中心 [贊助機構]

    隨著目前醫學影像技術的進步,醫生們越來越依賴于各種成像手段來做出臨床決策。目前,80%的醫療數據是醫學圖像數據,而且他們年增長速度達到20-40 % ,如此大的數據量對醫療系統不僅帶來了挑戰,也提供了機遇。挑戰在於如何可擴展的管理龐大的醫學圖像數據,並利用它們來創造價值,而不是僅僅將它們存儲。機會在於如何通過智能圖像分析來為病患提供更好的診斷服務和實現更高效的臨床工作流程。在該項目提案中,我們的目標是開發一個醫學圖像分析平台,利用先進的計算技術,以滿足醫療影像大數據的問題,特別是對下一代醫學圖像數據挖掘和計算機輔助診斷的發展。該平台技術具體包括可擴展的醫療圖像數據庫,分佈式圖像並行計算引擎,和強大的應用程序開發環境,從而支持醫學影像大數據有效管理和計算機輔助診斷應用敏捷開發。