European journal of radiologyHumansAnal CanalMagnetic Resonance ImagingRetrospective StudiesFemale
LG-nnU-net for multilabel anal sphincter segmentation on MRI: quantitative evaluation in patients with anal fistula.
Xiuxiang Liu, Hua Ren, Jiahui Lv, Liyan Wang, Meng Wu, Chao Zheng
Published: 202610.1016/j.ejrad.2025.112509
Abstract
PURPOSE: To develop and evaluate a novel deep learning-based segmentation framework (LG-nnU-net) for multilabel segmentation of anal sphincter substructures on MRI, aimed at providing robust quantitative anatomical information without implying operat…
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