大腸鏡影像電腦輔助辨識系統及方法 刊登日期:2020/06/11
  ‧ 專利名稱
  ‧ 專利證書號 I696145
11087462
  ‧ 專利權人 國立臺灣大學
  ‧ 專利國家
    (申請日)
中華民國 (2018/10/02)
美國 (2019/05/31)
  ‧ 發明人 邱瀚模, 周邑宣, 洪碩宏, 張勵揚, 陳中平,
 
技術摘要:
A system for determining a colonoscopy image is disclosed. The system includes a bowel preparation evaluation unit, an image processing unit electrically or communicatively connected to the bowel evaluation unit, and a convolutional neural network unit electrically or communicatively connected to the image processing unit. The bowel preparation evaluation unit determines whether a bowel in the colonoscopy image is clean. The image processing unit receives the colonoscopy image determined to have a clean bowel and outputted by the bowel preparation evaluation unit, and performs an image process on the colonoscopy image with clean bowel to adjust a contrast thereof. The convolutional neural network unit comprises a convolutional neural network and in a working mode, receives and determines whether the processed colonoscopy image is a cecal image, a non-cecal image, or an indeterminable colonoscopy image.



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