Joao M. Pedrosa - Publications

Contrastive Coronary Artery Calcification Image Retrieval in Computed Tomography.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Segmentation of coronary calcifications with a domain knowledge-based lightweight 3D convolutional neural network.

Journal: Computers in biology and medicine

Published: March 19, 2025

Deep Left Ventricular Motion Estimation Methods in Echocardiography: A Comparative Study.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Validation of a deep learning approach for epicardial adipose tissue segmentation in computed tomography.

Journal: The international journal of cardiovascular imaging

Published: January 10, 2025

MedShapeNet - a large-scale dataset of 3D medical shapes for computer vision.

Journal: Biomedizinische Technik. Biomedical engineering

Published: August 22, 2024

Sexual dimorphism and pro-atherogenic computed tomography radiomic phenotypes of subcutaneous and visceral abdominal fat.

Journal: International journal of obesity (2005)

Published: June 28, 2024

BEAS-Net: A Shape-Prior-Based Deep Convolutional Neural Network for Robust Left Ventricular Segmentation in 2-D Echocardiography.

Journal: IEEE transactions on ultrasonics, ferroelectrics, and frequency control

Published: June 24, 2024

Automatic Contrast Generation from Contrastless Computed Tomography.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 12, 2023

Publisher Correction: Correcting bias in cardiac geometries derived from multimodal images using spatiotemporal mapping.

Journal: Scientific reports

Published: August 21, 2023

Correcting bias in cardiac geometries derived from multimodal images using spatiotemporal mapping.

Journal: Scientific reports

Published: December 16, 2022

STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images.

Journal: Artificial intelligence in medicine

Published: November 21, 2022

Assisted probe guidance in cardiac ultrasound: A review.

Journal: Frontiers in cardiovascular medicine

Published: September 28, 2022