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A robust multivariable model predicts anal incontinence risk one year postpartum in primiparous women with second- to fourth-degree perineal tears, aiding personalized clinical care.
A machine-learning model using perioperative hemodynamic indices accurately predicted stage 2-3 acute kidney injury after orthotopic heart transplantation in 114 patients, with light gradient boosting machine achieving AUC 0.898.
A Dutch nationwide study developed and temporally validated two OASI risk models for nulliparous women, with moderate discrimination but excellent calibration. The models may help target counseling and preventive obstetric strategies.
Cisplatin chemotherapy is associated with predictable kidney function decline, with pre-treatment eGFR effectively forecasting chronic kidney disease risk post-treatment. Simple models outperform complex approaches, offering practical clini
