Robust Automated Mouse Micro-CT Segmentation Using Swin UNEt TRansformers

Robust Automated Mouse Micro-CT Segmentation Using Swin UNEt TRansformers

Image-guided mouse irradiation is essential to understand interventions involving radiation prior to human studies. Our objective is to employ Swin UNEt TRansformers (Swin UNETR) to segment native micro-CT and contrast-enhanced micro-CT scans and benchmark the results against 3D no-new-Net (nnU-Net)...

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Bibliographic Details
Main Authors: Lu Jiang, Di Xu, Qifan Xu, Arion Chatziioannou, Keisuke S. Iwamoto, Susanta Hui, Ke Sheng
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Bioengineering
Subjects:
micro-CT
mouse
organ segmentation
deep learning
Swin Transformers
Online Access:https://www.mdpi.com/2306-5354/11/12/1255
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