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專利授權區
專利名稱(中)	利用光動力學技術之人工智慧的細胞檢測方法及其系統
專利名稱(英)	Artificial Intelligence Based Cell Detection Method by Using Optical Kinetics and System Thereof
專利家族	中華民國：I754945 大陸：CN112862742A(公開號)
專利權人	靜宜大學 50.00% ,國立清華大學 50.00%
發明人	王偉中,宋泊錡,唐傳義
技術領域	光電光學

專利摘要(中)
利用光動力學技術之人工智慧的細胞檢測方法包含取得複數個細胞；在第一時間點以及第二時間點之間，取樣該些細胞的N張影像；決定每一個細胞的分析區域；依據該些細胞的N張影像，對每一個細胞的分析區域進行影像處理程序，以產生複數個光動力學向量參數；依據該些光動力學向量參數，產生該些細胞在第一時間點以及第二時間點之間的形變向量資訊；依據形變向量資訊，取得該些細胞的至少一個關鍵形變向量特徵數值；將形變向量資訊及至少一個關鍵形變向量特徵數值輸入至類神經網路，以檢測細胞品質。

專利摘要(中)

利用光動力學技術之人工智慧的細胞檢測方法包含取得複數個細胞；在第一時間點以及第二時間點之間，取樣該些細胞的N張影像；決定每一個細胞的分析區域；依據該些細胞的N張影像，對每一個細胞的分析區域進行影像處理程序，以產生複數個光動力學向量參數；依據該些光動力學向量參數，產生該些細胞在第一時間點以及第二時間點之間的形變向量資訊；依據形變向量資訊，取得該些細胞的至少一個關鍵形變向量特徵數值；將形變向量資訊及至少一個關鍵形變向量特徵數值輸入至類神經網路，以檢測細胞品質。

專利摘要(英)
An artificial intelligence based cell detection method by using optical kinetics includes acquiring a plurality of cells, sampling N images of the cells during a first time point and a second time point, determining an analytic region of each cell, executing an image processing process to the analytic region of the each cell according to the N images of the cells for generating a plurality of optical kinetics vector parameters, generating deformation vector information of the cells during the first time point and the second time point according to the plurality of optical kinetics vector parameters, acquiring at least one key deformation vector characteristic value of the cells according to the deformation vector information, and inputting the deformation vector information and the at least one key deformation vector characteristic value to a neural network for detecting qualities of the cells.

專利摘要(英)

An artificial intelligence based cell detection method by using optical kinetics includes acquiring a plurality of cells, sampling N images of the cells during a first time point and a second time point, determining an analytic region of each cell, executing an image processing process to the analytic region of the each cell according to the N images of the cells for generating a plurality of optical kinetics vector parameters, generating deformation vector information of the cells during the first time point and the second time point according to the plurality of optical kinetics vector parameters, acquiring at least one key deformation vector characteristic value of the cells according to the deformation vector information, and inputting the deformation vector information and the at least one key deformation vector characteristic value to a neural network for detecting qualities of the cells.

聯絡資訊
承辦人姓名	劉千綺
承辦人電話	03-571-5131 #31181
承辦人Email	chienchi@mx.nthu.edu.tw