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About

About

After a PhD at KU Leuven, Belgium on 3D echocardiography, I have taken the challenge of a postdoctoral position at INESC TEC under the guidance of Aurélio Campilho. My current project is lung nodule detection, segmentation and characterization on chest CT.

My research interests are medical imaging acquisition and processing, machine learning and applied research for improved patient care.

Interest
Topics
Details

Details

001
Publications

2019

Velocities of Naturally Occurring Myocardial Shear Waves Increase With Age and in Cardiac Amyloidosis

Authors
Petrescu, A; Santos, P; Orlowska, M; Pedrosa, J; Bézy, S; Chakraborty, B; Cvijic, M; Dobrovie, M; Delforge, M; D’hooge, J; Voigt, J;

Publication
JACC: Cardiovascular Imaging

Abstract

2019

Deep Learning for Segmentation using an Open Large-Scale Dataset in 2D Echocardiography

Authors
Leclerc, S; Smistad, E; Pedrosa, J; Ostvik, A; Cervenansky, F; Espinosa, F; Espeland, T; Berg, EAR; Jodoin, P; Grenier, T; Lartizien, C; Drhooge, J; Lovstakken, L; Bernard, O;

Publication
IEEE Transactions on Medical Imaging

Abstract

2018

Ventricular mechanics in adolescent and adult patients with a Fontan circulation: Relation to geometry and wall stress

Authors
Rösner, A; Khalapyan, T; Pedrosa, J; Dalen, H; McElhinney, DB; Friedberg, MK; Lui, GK;

Publication
Echocardiography

Abstract

2018

Fully Automatic Assessment of Mitral Valve Morphology from 3D Transthoracic Echocardiography

Authors
Pedrosa, J; Queiros, S; Vilaca, J; Badano, L; D'hooge, J;

Publication
2018 IEEE International Ultrasonics Symposium (IUS)

Abstract

2018

Natural shear wave imaging in the human heart: normal values, feasibility and reproducibility

Authors
Santos, P; Petrescu, A; Pedrosa, J; Orlowska, M; Komini, V; Voigt, J; D'hooge, J;

Publication
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control

Abstract