Search Results - "Luiz Ribeiro, Antonio"
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Automatic diagnosis of the 12-lead ECG using a deep neural network
Published in Nature communications (09-04-2020)“…The role of automatic electrocardiogram (ECG) analysis in clinical practice is limited by the accuracy of existing models. Deep Neural Networks (DNNs) are…”
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2
Chagas Disease: An Overview of Clinical and Epidemiological Aspects
Published in Journal of the American College of Cardiology (27-08-2013)“…Chagas disease, caused by the parasite Trypanosoma cruzi, is a serious health problem in Latin America and is an emerging disease in non-endemic countries. In…”
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3
Deep neural network-estimated electrocardiographic age as a mortality predictor
Published in Nature communications (25-08-2021)“…The electrocardiogram (ECG) is the most commonly used exam for the evaluation of cardiovascular diseases. Here we propose that the age predicted by artificial…”
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4
Detection of Left Ventricular Systolic Dysfunction From Electrocardiographic Images
Published in Circulation (New York, N.Y.) (29-08-2023)“…Left ventricular (LV) systolic dysfunction is associated with a >8-fold increased risk of heart failure and a 2-fold risk of premature death. The use of ECG…”
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5
Automated multilabel diagnosis on electrocardiographic images and signals
Published in Nature communications (24-03-2022)“…The application of artificial intelligence (AI) for automated diagnosis of electrocardiograms (ECGs) can improve care in remote settings but is limited by the…”
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6
Heart rate variability as predictor of mortality in sepsis: A prospective cohort study
Published in PloS one (27-06-2017)“…Sepsis is a serious medical condition with increasing prevalence and high mortality. The role of the autonomic nervous system in pathophysiology of sepsis has…”
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7
Excess of cardiovascular deaths during the COVID-19 pandemic in Brazilian capital cities
Published in Heart (British Cardiac Society) (01-12-2020)“…During the COVID-19 pandemic, excess mortality has been reported, while hospitalisations for acute cardiovascular events reduced. Brazil is the second country…”
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Mortality among blood donors seropositive and seronegative for Chagas disease (1996-2000) in São Paulo, Brazil: A death certificate linkage study
Published in PLoS neglected tropical diseases (01-05-2017)“…Individuals in the indeterminate phase of Chagas disease are considered to have mortality rates similar to those of the overall population. This study compares…”
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The evolution of electrocardiographic abnormalities in the elderly with Chagas disease during 14 years of follow-up: The Bambui Cohort Study of Aging
Published in PLoS neglected tropical diseases (01-06-2023)“…The natural history of Chagas disease (ChD) in older ages is largely unknown, and it is a matter of controversy if the disease continues to progress in the…”
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10
The Burden of Resistant Hypertension Across the World
Published in Current hypertension reports (01-03-2022)“…Purpose of Review Resistant hypertension (R-HTN) is related to worse cardiovascular, renal outcomes, and death compared to non R-HTN. We aimed to review the…”
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11
The burden of Neglected Tropical Diseases in Brazil, 1990-2016: A subnational analysis from the Global Burden of Disease Study 2016
Published in PLoS neglected tropical diseases (04-06-2018)“…Neglected Tropical Diseases (NTDs) are important causes of morbidity, disability, and mortality among poor and vulnerable populations in several countries…”
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12
The collateral damage of COVID-19 to cardiovascular services: a meta-analysis
Published in European heart journal (01-09-2022)“…Abstract Aims The effect of the COVID-19 pandemic on care and outcomes across non-COVID-19 cardiovascular (CV) diseases is unknown. A systematic review and…”
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13
Heart rate variability as predictor of mortality in sepsis: A systematic review
Published in PloS one (11-09-2018)“…Autonomic dysregulation is one of the recognized pathophysiological mechanisms in sepsis, generating the hypothesis that heart rate variability (HRV) can be…”
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14
Impact of a large-scale telemedicine network on emergency visits and hospital admissions during the coronavirus disease 2019 pandemic in Brazil: Data from the UNIMED-BH system
Published in Journal of telemedicine and telecare (01-02-2023)“…Triage by on-demand telemedicine is a strategy for healthcare surge control in the COVID-19 pandemic. We aimed to assess the impact of a large-scale COVID-19…”
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15
Improving patient access to specialized health care: the Telehealth Network of Minas Gerais, Brazil
Published in Bulletin of the World Health Organization (01-05-2012)“…The Brazilian population lacks equitable access to specialized health care and diagnostic tests, especially in remote municipalities, where health…”
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16
Clinical and pathological features of thrombotic microangiopathy influencing long-term kidney transplant outcomes
Published in PloS one (2020)“…Thrombotic microangiopathy (TMA) in post-transplant setting has heterogeneous clinical manifestations. We retrospectively studied data of 89 patients with…”
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17
Tele-electrocardiography and bigdata: The CODE (Clinical Outcomes in Digital Electrocardiography) study
Published in Journal of electrocardiology (01-11-2019)“…AbstractDigital electrocardiographs are now widely available and a large number of digital electrocardiograms (ECGs) have been recorded and stored. The present…”
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18
Two-year death prediction models among patients with Chagas Disease using machine learning-based methods
Published in PLoS neglected tropical diseases (01-04-2022)“…Chagas disease (CD) is recognized by the World Health Organization as one of the thirteen most neglected tropical diseases. More than 80% of people affected by…”
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Deaths Related to Chagas Disease and COVID-19 Co-Infection, Brazil, March-December 2020
Published in Emerging infectious diseases (01-11-2022)“…We analyzed epidemiologic characteristics and distribution of 492 deaths related to Chagas disease and coronavirus disease (COVID-19) co-infection in Brazil…”
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Left ventricular systolic dysfunction predicted by artificial intelligence using the electrocardiogram in Chagas disease patients-The SaMi-Trop cohort
Published in PLoS neglected tropical diseases (01-12-2021)“…Left ventricular systolic dysfunction (LVSD) in Chagas disease (ChD) is relatively common and its treatment using low-cost drugs can improve symptoms and…”
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