基本信息
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Bio
I am a Cardiologist with an interest in Cardiovascular Imaging & Machine Learning. I graduated in Medicine from the University of Porto (Portugal) in 2007 and specialized in Cardiology in 2015, following the Core Curriculum of the European Society of Cardiology. In 2017, I received a doctoral degree in Cardiovascular Medicine from the University of Porto, where I was supported with a four-year doctoral grant by the Portuguese Foundation-for-Science-and-Technology (FCT) and Portuguese Society of Cardiology to investigate the association of epicardial adipose tissue proteomic and computed tomography phenotype with coronary artery disease and myocardial remodelling in aortic stenosis. It was a start of a research career that would see me move between different academic institutions, including the University of Oxford and the Harvard Medical School, where I had the opportunity of exploring how converting imaging in quantitative data (radiomics) can lead to the discovery of new biomarkers of coronary artery inflammation and myocardial fibrosis. Specifically, I worked (i) to improve residual cardiovascular risk stratification using the epicardial adipose tissue phenotype on CT, and (ii) to build a machine-learning derived gadolinium-free method for myocardial fibrosis screening using the CMR radiomic profile of the myocardium. I presented several oral communications (total of 12) and moderated posters (total of 19) at national and international scientific meetings. I received 19 prizes and was awarded 3 research grants. I was invited as a speaker in Clinical Research/Epidemiology and cardiovascular imaging. Since 2018, I am an Associate Professor in Cardiovascular Physiology at the Faculty of Medicine of Porto.
Research Interests
Papers共 64 篇Author StatisticsCo-AuthorSimilar Experts
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Arquivos Brasileiros de Cardiologiano. 11 (2024)
Arquivos brasileiros de cardiologiano. 11 (2024): e20230843-e20230843
Arquivos brasileiros de cardiologiano. 8 (2023)
João Pedrosa, R Silva,Cristina Santos, F Nunes,Jennifer Mâncio,Francesco Renna,Ricardo Fontes‐Carvalho
European Heart Journal - Cardiovascular Imagingno. Supplement_1 (2023)
Arquivos Brasileiros de Cardiologiano. 8 (2023)
MobiHealthpp.157-167, (2022)
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