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João Manuel Pedrosa
João Pedrosa was born in Figueira da Foz, Portugal, in 1990. He received the M.Sc. degree in biomedical engineering from the University of Porto, Porto, Portugal, in 2013 and the Ph.D. degree in biomedical sciences with KU Leuven, Leuven, Belgium, in 2018 where he focused on the development of a framework for segmentation of the left ventricle in 3D echocardiography. He joined INESC TEC (Porto, Portugal) in 2018 as a postdoctoral researcher and is an invited assistant professor at the Faculty of Engineering of the University of Porto since 2020. His research interests include medical imaging acquisition and processing, machine/deep learning and applied research for improved patient care.
Publications
Automatic Contrast Generation from Contrastless Computed Tomography
Domingues, R;Nunes, F;Mancio, J;Fontes Carvalho, R;Coimbra, M;Pedrosa, J;Renna, F;
2023
2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC
DEEPBEAS3D: Deep Learning and B-Spline EXPLICIT Active Surfaces
Williams H.;Pedrosa J.;Asad M.;Cattani L.;Vercauteren T.;Deprest J.;D'Hooge J.;
2023
IEEE International Ultrasonics Symposium, IUS
MITEA: A dataset for machine learning segmentation of the left ventricle in 3D echocardiography using subject-specific labels from cardiac magnetic resonance imaging
Zhao, DB;Ferdian, E;Talou, GDM;Quill, GM;Gilbert, K;Wang, VY;Gamage, TPB;Pedrosa, J;D'hooge, J;Sutton, TM;Lowe, BS;Legget, ME;Ruygrok, PN;Doughty, RN;Camara, O;Young, AA;Nash, MP;
2023
FRONTIERS IN CARDIOVASCULAR MEDICINE
Correcting bias in cardiac geometries derived from multimodal images using spatiotemporal mapping
Zhao, D;Mauger, CA;Gilbert, K;Wang, VY;Quill, GM;Sutton, TM;Lowe, BS;Legget, ME;Ruygrok, PN;Doughty, RN;Pedrosa, J;D'hooge, J;Young, AA;Nash, MP;
2023
SCIENTIFIC REPORTS
