Supplementary file 2_Construction and validation of a machine learning model integrating ultrasound features and inflammatory markers (OVART-ML) for predicting ovarian torsion and ischemic necrosis risk in children.docx

Supplementary file 2_Construction and validation of a machine learning model integrating ultrasound features and inflammatory markers (OVART-ML) for predicting ovarian torsion and ischemic necrosis risk in children.docx

Objective<p>To construct a machine learning (ML) model (OVART-ML) using multimodal clinical data for predicting the risk of ovarian torsion (OT) and secondary ischemic necrosis (IN) in children and to identify key factors to assist clinical decision-making.</p>Methods<p>A retrospec...

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Bibliographic Details
Main Author: Zhifei Zhao (4014386) (author)
Other Authors: Yubing Wang (225033) (author), Binyi Yang (11064777) (author), Jiaxiang Tang (22775867) (author), Jinbin Wang (291754) (author), Shujie Song (14916251) (author), Yuezhen Zhang (16982544) (author), Hongting Lu (22775870) (author)
Published: 2025
Subjects:
Foetal Development and Medicine
ovarian torsion
machine learning
prediction model
SHapley additive Explanations (SHAP)
pediatric surgery
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