Assessment of Machine Learning Approaches to Predict in-Hospital Mortality in Patients Underwent Prosthetic Heart Valve Replacement Surgery
نویسندگان
چکیده
Assessment of Machine Learning Approaches to Predict in-Hospital Mortality in Patients Underwent Prosthetic Heart Valve Replacement Surgery
منابع مشابه
Educational Needs of Patients with Heart Valve Replacement Surgery in Birjand, 2012
Introduction: Despite advances in cardiac surgery, many patients might still encounter some post-surgical complications and difficulties. To overcome such difficulties, they should receive the required education. In view of the fact that determining the educational needs is the first step in educational planning, the present study aims to determine the educational needs of patients undergoing ...
متن کاملPredictors of the Size of Prosthetic Aortic Valve and In-Hospital Mortality in Aortic Valve Replacement
PURPOSE We hypothesized that gender, age, aortic root dimension, blood group and Left Ventricular End Diastolic and Systolic Diameters may have a significant correlation with the size of mechanical valve used. METHODS We included 48 patients retrospectively who had been operated at a single tertiary hospital. All patients with aortic stenosis or regurgitation were included in the study. Patie...
متن کاملAniticoagulation in patients following prosthetic heart valve replacement.
PURPOSE To identify optimum international normalized ratio (INR) levels and required warfarin doses and anticoagulation-related complications in patients following mechanical prosthetic valve replacement. MATERIALS AND METHODS Five hundred and seven patients were prospectively followed up for 10 years (2008.5 patient-years). Anticoagulation-related complications were classified into hemorrhag...
متن کاملIn-hospital and 1-year mortality in patients undergoing early surgery for prosthetic valve endocarditis.
IMPORTANCE There are limited prospective, controlled data evaluating survival in patients receiving early surgery vs medical therapy for prosthetic valve endocarditis (PVE). OBJECTIVE To determine the in-hospital and 1-year mortality in patients with PVE who undergo valve replacement during index hospitalization compared with patients who receive medical therapy alone, after controlling for s...
متن کاملEffects of a Designed Discharge Plan on Anxiety and Length of Hospital Stay in Patients Undergoing Heart Valve Replacement
Background & Objective: Anxiety is the most common issue in the candidates of surgical heart valve replacement. The length of hospital stay in these patients is economically and organizationally important as a predictor of their recovery from acute physical conditions. The present study aimed to assess the effects of a designed discharge plan on anxiety and length of hospital stay in patients u...
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ژورنال
عنوان ژورنال: Journal of advances in medical and biomedical research
سال: 2023
ISSN: ['2676-6264']
DOI: https://doi.org/10.30699/jambs.31.146.210