Deep Learning Applications in Evaluating and Predicting Technical Surgical Skills in Robotic-Assisted Vaginal Cuff Closure: A Multicenter Prospective Study
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Deep Learning Applications in Evaluating and Predicting Technical Surgical Skills in Robotic-Assisted Vaginal Cuff Closure: A Multicenter Prospective Study

This review synthesizes evidence on deep learning models for assessing technical skills and error detection in robotic-assisted vaginal cuff closure, emphasizing objective surgical skill evaluation, model accuracy, and implications for surgical education and credentialing.
High Versus Low Transvaginal Cerclage for Preventing Preterm Birth: Insights from the C-STICH Trial Secondary Analysis
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High Versus Low Transvaginal Cerclage for Preventing Preterm Birth: Insights from the C-STICH Trial Secondary Analysis

This secondary analysis of the C-STICH trial compares pregnancy outcomes following high versus low vaginal cerclage in women at high risk of preterm birth, finding no significant difference in pregnancy loss but a modest benefit of high cerclage in prolonging gestation and reducing very early preterm births.
Association Between Menopausal Hormone Therapy and Alzheimer Disease Neuropathology: Insights from Large Cohort Studies
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Association Between Menopausal Hormone Therapy and Alzheimer Disease Neuropathology: Insights from Large Cohort Studies

This review synthesizes recent evidence linking menopausal hormone therapy (MHT), particularly estrogen-only regimens, with decreased Alzheimer disease neuropathology and clinical dementia risk, highlighting biomarker correlations, clinical outcomes, and implications for therapeutic strategies in postmenopausal women.