Smart Microscope for Image Capturing, Detecting, Medical Examination, and Hands-On Training

Project: National Science and Technology CouncilNational Science and Technology Council Academic Grants

Project Details

Abstract

本計畫將發展智能顯微影像平台,包含微生物特徵之深度學習影像辨識演算法用以輔助醫療檢驗人員,首先利用自動拍攝顯微鏡拍攝多焦長的檢體影像,而後整合AI模型在各焦長辨識出的目標微生物或寄生蟲卵,再交由專業檢驗人員核實,本流程能降低專業人員工作負擔,仍保留人工檢驗流程,此外,本計畫也將發展微流通道拍攝軟硬體來簡化並加速顯微鏡影像擷取,將可用於污水檢驗等需要實時檢驗之處。前述拍攝之多焦長的微生物檢體影像將用於製作適合操作訓練之遠具教學系統,該系統的特色在於使用體驗將貼近真實顯微鏡操作。本計畫成果將是目前最完善的線上顯微鏡檢操作訓練教學平台。

Project IDs

Project ID:PB11007-3469
External Project ID:MOST110-2221-E182-048
StatusFinished
Effective start/end date01/08/2131/07/22

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