Validation of the deep pelvis endometriosis index (dPEI) to evaluate surgical outcomes of robotic-assisted surgery for endometriosis.
The Deep Pelvic Endometriosis Index (dPEI) is a preoperative MRI-based score initially validated to predict surgical outcomes in patients undergoing laparoscopic treatment for deep pelvic endometriosis (DPE). Its applicability in …
Characteristics and Preoperative Management of Adolescent Patients With Pathology-Confirmed Endometriosis: A Multi-Institutional Study.
Endometriosis affects an estimated 25% to 75% of adolescent patients with chronic pelvic pain; the diagnosis is made surgically and treatment typically consists of hormone suppression and pain management strategies. …
An ultrasound-based machine learning model for predicting pelvic adhesions: A SHAP-enhanced XGBoost approach.
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 …