[HTML][HTML] Robust Automated Mouse Micro-CT Segmentation Using Swin UNEt TRansformers

L Jiang, D Xu, Q Xu, A Chatziioannou, KS Iwamoto… - Bioengineering, 2024 - mdpi.com
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) …

Anatomy-constrained synthesis for spleen segmentation improvement in unpaired mouse micro-CT scans with 3D CycleGAN

L Jiang, D Xu, K Sheng - Biomedical Physics & Engineering …, 2024 - iopscience.iop.org
Objective. Auto-segmentation in mouse micro-CT enhances the efficiency and consistency
of preclinical experiments but often struggles with low-native-contrast and morphologically …

Exploring Automated Contouring Across Institutional Boundaries: A Deep Learning Approach with Mouse Micro-CT Datasets

L Jiang, D Xu, Q Xu, A Chatziioannou, KS Iwamoto… - Ar**v, 2024 - pmc.ncbi.nlm.nih.gov
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 …