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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

M. Shen

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2 papers indexed here

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Aug 2026

Performance of deep learning auto-segmentation models for cardiac substructures in paediatric proton beam therapy

Accurate segmentation of cardiac chambers and substructures is fundamental for quantifying radiation exposure and studying late cardiovascular side-effects in children receiving thoracic radiotherapy. Manual segmentation is time consuming and subject to inter-observer variability, therefore limiting its use in ca...

L. Goyal, R. Bell, K. Banfill et al. · 0 citations
Preprint Aug 2026

Anatomically Consistent Cross-Contrast Super-Resolution of Anisotropic Brain T2w MRI

T2-weighted (T2w) brain MRI provides fluid-sensitive soft-tissue contrast that is important for neuro-oncology and radiotherapy planning. However, T2w scans are acquired with anisotropic voxels and appear blurred or stair-stepped on coronal and sagittal views, which obscures small structures and weakens any downstream...

M. Shen, Haicheng Wang, Meghna Trivedi et al. · 0 citations

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