João Pedrosa
Orcid: 0000-0002-7588-8927Affiliations:
- KU Leuven, Department of Cardiovascular Sciences, Belgium
According to our database1,
João Pedrosa
authored at least 27 papers
between 2014 and 2024.
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Bibliography
2024
STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images.
Artif. Intell. Medicine, January, 2024
2023
Signal Image Video Process., March, 2023
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Leveraging Longitudinal Data for Cardiomegaly and Change Detection in Chest Radiography.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023
Lesion-Aware Chest Radiography Abnormality Classification with Object Detection Framework.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
2022
A Generalization Study of Automatic Pericardial Segmentation in Computed Tomography Images.
Proceedings of the Wireless Mobile Communication and Healthcare, 2022
Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022
2021
Medical Image Anal., 2021
A multi-task CNN approach for lung nodule malignancy classification and characterization.
Expert Syst. Appl., 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021
Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance.
IEEE J. Biomed. Health Informatics, 2020
Classification of Lung Nodules in CT Volumes Using the Lung-RADS™ Guidelines with Uncertainty Parameterization.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020
2019
Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography.
IEEE Trans. Medical Imaging, 2019
Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance.
CoRR, 2019
2017
Fast and Fully Automatic Left Ventricular Segmentation and Tracking in Echocardiography Using Shape-Based B-Spline Explicit Active Surfaces.
IEEE Trans. Medical Imaging, 2017
heartBEATS: A hybrid energy approach for real-time B-spline explicit active tracking of surfaces.
Comput. Medical Imaging Graph., 2017
2014
Automatic heart sound segmentation and murmur detection in pediatric phonocardiograms.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014