Extracting organs of interest from medical images based on convolutional neural network with auxiliary and refined constraints

Abstract Accurately extracting organs from medical images provides radiologist with more comprehensive evidences to clinical diagnose, which offers up a higher accuracy and efficiency. However, the key to achieving accurate segmentation lies in abundant clues for contour distinction, which has a hig...

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Bibliographic Details
Main Authors: Fenghui Lian, Yingjie Sun, Meiyu Li
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-86087-8
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