Enhanced Cross-stage-attention U-Net for esophageal target volume segmentation

Enhanced Cross-stage-attention U-Net for esophageal target volume segmentation

Abstract Purpose The segmentation of target volume and organs at risk (OAR) was a significant part of radiotherapy. Specifically, determining the location and scale of the esophagus in simulated computed tomography images was difficult and time-consuming primarily due to its complex structure and lo...

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Bibliographic Details
Main Authors: Xiao Lou, Juan Zhu, Jian Yang, Youzhe Zhu, Huazhong Shu, Baosheng Li
Format: Article
Language:English
Published: BMC 2024-12-01
Series:BMC Medical Imaging
Subjects:
Esophageal carcinoma
Simulated CT
Esophageal segmentation
CNN
UNet
Attention
Online Access:https://doi.org/10.1186/s12880-024-01515-x
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