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An interpretable MRI-based radiomics model predicting the prognosis of high-intensity focused ultrasound ablation of uterine fibroids

Abstract Background Accurate preoperative assessment of the efficacy of high-intensity focused ultrasound (HIFU) ablation for uterine fibroids is essential for good treatment results. The aim of this study was to develop robust radiomics models for predicting the prognosis of HIFU-treated uterine fi...

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Main Authors: Chengwei Li, Zhimin He, Fajin Lv, Yang Liu, Yan Hu, Jian Zhang, Hui Liu, Si Ma, Zhibo Xiao
Format: Artigo
Language:Inglês
Published: SpringerOpen 2023-07-01
Series:Insights into Imaging
Subjects:
Machine learning
Radiomics
HIFU
Uterine fibroid
Magnetic resonance imaging
Online Access:https://doi.org/10.1186/s13244-023-01445-2
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