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

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Chuan-Miao Xie

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Open access Oct 2026

Artificial intelligence for evaluation of magnetic resonance imaging-detected extramural vascular invasion in rectal cancer

MRI-detected extramural vascular invasion (mrEMVI) is an important prognostic biomarker in rectal cancer, reflecting tumor invasiveness and metastatic potential. To address the subjectivity and inter-observer variability inherent in manual mrEMVI assessment, this study trained and validated an nnUNet-based segmentation...

Hai-Tao Huang, Li-Li Feng, Min-Er Zhong et al. · 0 citations

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