Robust Radiomics Models for Predicting HIFU Prognosis in Uterine Fibroids Using SHAP Explanations: A Multicenter Cohort Study.

This study sought to develop and validate different machine learning (ML) models that leverage non-contrast MRI radiomics to predict the degree of nonperfusion volume ratio (NVPR) of high-intensity focused ultrasound (HIFU) treatment for uterine fibroids, equipping clinicians with an early predictio...

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Detalles Bibliográficos
Publicado en:Journal of Imaging Informatics in Medicine Vol. 38; no. 4; pp. 1950 - 1963
Autores principales: Liu, Huan, Zeng, Jincheng, Jinyun, Chen, Liu, Xiaohua, Deng, Yongbin, Li, Chenghai, Li, Faqi
Formato: research tables/charts Journal Article
Publicado: Springer Nature Aug2025
Acceso en línea:Ver este registro en EBSCOhost