Qiuling Guo

No ORCID on file · 1 paper in corpus · active 2026

Study types

  • other 1

Condition tags

  • endometriosis 1
other 2026
An ultrasound-based machine learning model for predicting pelvic adhesions: A SHAP-enhanced XGBoost approach
Digital health ·doi:10.1177/20552076261416797

OBJECTIVES: This study is the first to develop and evaluate a machine learning (ML) model for predicting pelvic adhesions based on ultrasound features, utilizing the SHapley Additive Explanations (SHAP) framework for interpretability analys…