AI-ASSISTED CLINICIAN CONTOUR REVIEWING AND REVISION

    公开(公告)号:US20240428929A1

    公开(公告)日:2024-12-26

    申请号:US18701806

    申请日:2022-10-18

    Abstract: Methods and systems for computer-assisted contour revision. An image slice may be selected from a medical image. The image slice may include an initial contour of a target anatomical structure in the medical image. At least a portion of the image slice and the initial contour may be displayed on a graphical user interface (GUI). Upon determining that the initial contour requires revision, a revised contour may be generated. A first input may be received from a user to the GUI to indicate a first point of revision. The medical image, the first input, and the initial contour may be input into a trained deep neural network that automatically extracts learned image characteristics. The extracted learned image characteristics may be processed using one or more deep-learning segmentation algorithms of the trained deep neural network. The revised contour may be automatically generated using the processed extracted learned image characteristics.

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