A deep learning algorithm for automated adrenal gland segmentation on non-contrast CT images

A deep learning algorithm for automated adrenal gland segmentation on non-contrast CT images

Abstract Background The adrenal glands are small retroperitoneal organs, few reference standards exist for adrenal CT measurements in clinical practice. This study aims to develop a deep learning (DL) model for automated adrenal gland segmentation on non-contrast CT images, and to conduct a prelimin...

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Bibliographic Details
Main Authors: Fanxing Meng, Tuo Zhang, Yukun Pan, Xiaojing Kan, Yuwei Xia, Mengyuan Xu, Jin Cai, Fangbin Liu, Yinghui Ge
Format: Article
Language:English
Published: BMC 2025-05-01
Series:BMC Medical Imaging
Subjects:
Adrenal gland
Adrenal gland segmentation
nnU-Net
Non-contrast CT
Dice similarity coefficient
Online Access:https://doi.org/10.1186/s12880-025-01682-5
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