João Pedrosa

According to our database, João Pedrosa authored at least 35 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça

Artif. Intell. Medicine, January, 2024

Anatomically-Guided Inpainting for Local Synthesis of Normal Chest Radiographs.

João Pedrosa, Sofia Cardoso Pereira, Joana Silva, Ana Maria Mendonça, Aurélio Campilho

Proceedings of the Deep Generative Models - 4th MICCAI Workshop, 2024

Automated Visceral and Subcutaneous Fat Segmentation in Computed Tomography.

Rui Castro, Inês Sousa, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Carlos A. Ferreira, João Pedrosa

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

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

Sofia Ferraz, Miguel Tavares Coimbra, João Pedrosa

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

LNDb Dataset.

João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho

Dataset, September, 2023

A hybrid approach for tracking borders in echocardiograms.

Yasser Ali, Soosan Beheshti, Farrokh Janabi-Sharifi, Tohid Yousefi Rezaii, Asim N. Cheema, João Pedrosa

Signal Image Video Process., March, 2023

DEEPBEAS3D: Deep Learning and B-Spline Explicit Active Surfaces.

Helena Williams, João Pedrosa, Muhammad Asad, Laura Cattani, Tom Vercauteren, Jan Deprest, Jan D'hooge

CoRR, 2023

Automatic Eye-Tracking-Assisted Chest Radiography Pathology Screening.

Rui Santos, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho

Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

Automatic Contrast Generation from Contrastless Computed Tomography.

Rúben Domingues, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Miguel Tavares Coimbra, João Pedrosa, Francesco Renna

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.

Raquel Belo, Joana Rocha, João Pedrosa

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

Quality assessment of Low-cost retinal Videos for Glaucoma screening.

Solomon Gebru Abay, Filipa Lima, Luc Geurts, José Camara, João Pedrosa, António Cunha

Proceedings of the CENTERIS 2023 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2023

Lesion-Aware Chest Radiography Abnormality Classification with Object Detection Framework.

João Pedrosa, Pedro Sousa, Joana Silva, Ana Maria Mendonça, Aurélio Campilho

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Semi-supervised Multi-structure Segmentation in Chest X-Ray Imaging.

Ricardo Coimbra Brioso, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

LNDb Dataset.

João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho

Dataset, October, 2022

LNDb Dataset.

João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho

Dataset, September, 2022

A Generalization Study of Automatic Pericardial Segmentation in Computed Tomography Images.

Rubén Baeza, Carolina Santos, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Miguel T. Coimbra, Francesco Renna, João Pedrosa

Proceedings of the Wireless Mobile Communication and Healthcare, 2022

Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection.

João Pedrosa, Pedro Sousa, Joana Silva, Ana Maria Mendonça, Aurélio Campilho

Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Detection of COVID-19 in Point of Care Lung Ultrasound.

Joana Maximino, Miguel T. Coimbra, João Pedrosa

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.

Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

Automatic Label Detection in Chest Radiography Images.

João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Ana Maria Mendonça, Aurélio Campilho

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

LNDb challenge on automatic lung cancer patient management.

João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Gurraj Atwal, Hady Ahmady Phoulady, Xiaoyu Chen, Rongzhen Chen, Jiaoliang Li, Liansheng Wang, Adrian Galdran, Hamid Bouchachia, Krishna Chaitanya Kaluva, Kiran Vaidhya, Abhijith Chunduru, Sambit Tarai, Sai Prasad Pranav Nadimpalli, Suthirth Vaidya, Ildoo Kim, Alexandr G. Rassadin, Zhenhuan Tian, Zhongwei Sun, Yizhuan Jia, Xuejun Men, Isabel Ramos, António Cunha, Aurélio Campilho

Medical Image Anal., 2021

A multi-task CNN approach for lung nodule malignancy classification and characterization.

Sónia Marques, Filippo Schiavo, Carlos A. Ferreira, João Pedrosa, António Cunha, Aurélio Campilho

Expert Syst. Appl., 2021

Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces.

Helena Williams, João Pedrosa, Laura Cattani, Susanne Housmans, Tom Vercauteren, Jan Deprest, Jan D'hooge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Multimodal Multi-tasking for Skin Lesion Classification Using Deep Neural Networks.

Rafaela Carvalho, João Pedrosa, Tudor Nedelcu

Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications.

Martim Quintas E. Sousa, João Pedrosa, Joana Rocha, Sofia Cardoso Pereira, Ana Maria Mendonça, Aurélio Campilho

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

LNDb Dataset.

João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho

Dataset, November, 2020

Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance.

Guilherme Aresta, Carlos A. Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho

IEEE J. Biomed. Health Informatics, 2020

Classification of Lung Nodules in CT Volumes Using the Lung-RADS™ Guidelines with Uncertainty Parameterization.

Carlos A. Ferreira, Guilherme Aresta, João Pedrosa, João Rebelo, Eduardo Negrão, António Cunha, Isabel Ramos, Aurélio Campilho

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

A Multi-dataset Approach for DME Risk Detection in Eye Fundus Images.

Catarina B. Carvalho, João Pedrosa, Carolina Maia, Susana Penas, Ângela Carneiro, Luís Mendonça, Ana Maria Mendonça, Aurélio Campilho

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.

Sarah Leclerc, Erik Smistad, João Pedrosa, Andreas Østvik, Frederic Cervenansky, Florian Espinosa, Torvald Espeland, Erik Andreas Rye Berg, Pierre-Marc Jodoin, Thomas Grenier, Carole Lartizien, Jan D'hooge, Lasse Løvstakken, Olivier Bernard

IEEE Trans. Medical Imaging, 2019

LNDb: A Lung Nodule Database on Computed Tomography.

João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho

CoRR, 2019

Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance.

Guilherme Aresta, Carlos A. Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho

CoRR, 2019

2017

Fast and Fully Automatic Left Ventricular Segmentation and Tracking in Echocardiography Using Shape-Based B-Spline Explicit Active Surfaces.

João Pedrosa, Sandro F. Queiros, Olivier Bernard, Jan E. Engvall, Thor Edvardsen, Eike Nagel, Jan D'hooge

IEEE Trans. Medical Imaging, 2017

heartBEATS: A hybrid energy approach for real-time B-spline explicit active tracking of surfaces.

Daniel Barbosa, João Pedrosa, Brecht Heyde, Thomas Dietenbeck, Denis Friboulet, Olivier Bernard, Jan D'hooge

Comput. Medical Imaging Graph., 2017

2014

Automatic heart sound segmentation and murmur detection in pediatric phonocardiograms.

João Pedrosa, Ana Castro, Tiago T. V. Vinhoza

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014