Miguel Morita
Cardiologista e Pesquisador
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CURSO STATSKILLS
CURSO STATSKILLS
Publicações recentes
Risk Score Based on Machine Learning in Acute Heart Failure
Risk Score Based on Machine Learning in Acute Heart Failure
Abstract Background Conventional prognostic assessment scores often fall short in performance to predict mortality in patients with acute heart failure (AHF). Objective To develop and validate a machine learning-based prognostic score to predict in-hospital death in patients with AHF and compare its performance with the main traditional scores. Methods Patients admitted for AHF in Brazilian hospitals from the “Best Practices in Cardiology Program” from 2016 – 2022 were included. Clinical data, laboratory results, and the World Health Organization Quality of [...]
Cardiac rehabilitation in heart failure
Cardiac rehabilitation in heart failure
Cardiac rehabilitation (CR) is a comprehensive, multidisciplinary approach that combines exercise training, risk factor management, and psychosocial support, contributing to managing heart failure (HF). Despite its proven benefits, CR remains underutilized due to challenges such as limited accessibility and patient adherence. This reviews the beneficial effects of exercise on HF, including improvements in peak oxygen consumption. It outlines the key steps on the patient’s journey toward a CR program, such as referral processes, risk stratification, and exercise prescription. It also explores the different types of CR programs and delivery models designed to enhance patient engagement and improve long-term adherence. Furthermore, it outlines clinical scenarios needing customized exercise prescriptions, including atrial fibrillation, pacemakers, implantable cardioverter-defibrillators, ventricular assist devices, and heart transplantation.
Education level and mortality after acute HF
Education level and mortality after acute HF
SGLT2i on quality of life in heart failure: a meta-analysis
SGLT2i on quality of life in heart failure: a meta-analysis
Sodium-glucose cotransporter 2 (SGLT2) inhibitors reduce major cardiovascular events among individuals with heart failure regardless the ejection fraction.
Modifiable cardiovascular risk factors and mortality in Curitiba
Modifiable cardiovascular risk factors and mortality in Curitiba
Most cardiovascular (CV) events stem from modifiable risk factors, but it remains uncertain whether their impact on mortality has decreased in recent …
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