Jiemin Chen

No ORCID on file · 3 papers in corpus · active 2024-2026

Study types

  • article 1
  • other 1
  • preprint 1

Condition tags

  • endometriosis 2
  • mesh:D004715 1
  • adenomyosis 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…

preprint 2025
Multimodal ultrasound in evaluation of the endometrial receptivity in patients with different ultrasonic classifications of AM
·doi:10.21203/rs.3.rs-8194490/v1
article 2024
Assessment of ovarian reserve function in patients with adenomyosis and ovarian endometriosis by three-dimensional transvaginal ultrasound and Anti-Müllerian hormone
Scientific reports ·doi:10.1038/s41598-024-81033-6

We evaluated the impact of adenomyosis and ovarian endometriosis on ovarian reserve function through transvaginal three-dimensional ultrasound and anti-mullerian hormone testing. A total of 150 female patients who were admitted to our hospi…