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ORCIDJoão Pedrosa
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- affiliation: KU Leuven, Department of Cardiovascular Sciences, Belgium
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2020 – today
- 2024
[j8]Joana Rocha
, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça:
STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images. Artif. Intell. Medicine 147: 102737 (2024)- [c19]Rui Castro, Inês Sousa, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Carlos A. Ferreira, João Pedrosa:
Automated Visceral and Subcutaneous Fat Segmentation in Computed Tomography. ISBI 2024: 1-5 - [c18]João Pedrosa, Sofia Cardoso Pereira, Joana Silva, Ana Maria Mendonça, Aurélio Campilho:
Anatomically-Guided Inpainting for Local Synthesis of Normal Chest Radiographs. DGM4MICCAI@MICCAI 2024: 33-42 - 2023
- [j7]Yasser Ali, Soosan Beheshti, Farrokh Janabi-Sharifi, Tohid Yousefi Rezaii, Asim N. Cheema, João Pedrosa:
A hybrid approach for tracking borders in echocardiograms. Signal Image Video Process. 17(2): 453-461 (2023) - [c17]João Pedrosa, Pedro Sousa, Joana Silva, Ana Maria Mendonça, Aurélio Campilho:
Lesion-Aware Chest Radiography Abnormality Classification with Object Detection Framework. CBMS 2023: 806-813 - [c16]Ricardo Coimbra Brioso, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho:
Semi-supervised Multi-structure Segmentation in Chest X-Ray Imaging. CBMS 2023: 814-820 - [c15]Solomon Gebru Abay, Filipa Lima, Luc Geurts, José Camara, João Pedrosa, António Cunha:
Quality assessment of Low-cost retinal Videos for Glaucoma screening. CENTERIS/ProjMAN/HCist 2023: 1027-1034 - [c14]Raquel Belo, Joana Rocha, João Pedrosa:
Leveraging Longitudinal Data for Cardiomegaly and Change Detection in Chest Radiography. CIARP 2023: 434-448 - [c13]Rúben Domingues, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Miguel Tavares Coimbra, João Pedrosa, Francesco Renna:
Automatic Contrast Generation from Contrastless Computed Tomography. EMBC 2023: 1-4 - [c12]Rui Santos, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho:
Automatic Eye-Tracking-Assisted Chest Radiography Pathology Screening. IbPRIA 2023: 520-532 - [i4]Helena Williams, João Pedrosa, Muhammad Asad, Laura Cattani, Tom Vercauteren, Jan Deprest, Jan D'hooge:
DEEPBEAS3D: Deep Learning and B-Spline Explicit Active Surfaces. CoRR abs/2309.02335 (2023) - 2022
- [c11]João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Ana Maria Mendonça, Aurélio Campilho:
Automatic Label Detection in Chest Radiography Images. BIOIMAGING 2022: 63-69 - [c10]Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça:
Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images. CBMS 2022: 252-257 - [c9]Joana Maximino, Miguel T. Coimbra, João Pedrosa:
Detection of COVID-19 in Point of Care Lung Ultrasound. EMBC 2022: 1527-1530 - [c8]João Pedrosa, Pedro Sousa, Joana Silva, Ana Maria Mendonça, Aurélio Campilho:
Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection. IbPRIA 2022: 81-94 - [c7]Rubén Baeza, Carolina Santos, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Miguel T. Coimbra, Francesco Renna, João Pedrosa:
A Generalization Study of Automatic Pericardial Segmentation in Computed Tomography Images. MobiHealth 2022: 157-167 - [d2]João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho:
LNDb Dataset. Zenodo, 2022
- 2021
- [j6]Sónia Marques, Filippo Schiavo, Carlos A. Ferreira, João Pedrosa, António Cunha, Aurélio Campilho:
A multi-task CNN approach for lung nodule malignancy classification and characterization. Expert Syst. Appl. 184: 115469 (2021) - [j5]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:
LNDb challenge on automatic lung cancer patient management. Medical Image Anal. 70: 102027 (2021) - [c6]Martim Quintas E. Sousa, João Pedrosa, Joana Rocha, Sofia Cardoso Pereira, Ana Maria Mendonça, Aurélio Campilho:
Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications. BIBM 2021: 1791-1798 - [c5]Rafaela Carvalho, João Pedrosa, Tudor Nedelcu:
Multimodal Multi-tasking for Skin Lesion Classification Using Deep Neural Networks. ISVC (1) 2021: 27-38 - [c4]Helena Williams, João Pedrosa, Laura Cattani, Susanne Housmans, Tom Vercauteren, Jan Deprest, Jan D'hooge:
Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces. MICCAI (1) 2021: 315-325 - [i3]Helena Williams, João Pedrosa, Laura Cattani, Susanne Housmans, Tom Vercauteren, Jan Deprest, Jan D'hooge:
Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces. CoRR abs/2110.12939 (2021) - 2020
- [j4]Guilherme Aresta, Carlos A. Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho:
Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance. IEEE J. Biomed. Health Informatics 24(10): 2894-2901 (2020) - [c3]Catarina B. Carvalho, João Pedrosa, Carolina Maia, Susana Penas, Ângela Carneiro, Luís Mendonça, Ana Maria Mendonça, Aurélio Campilho:
A Multi-dataset Approach for DME Risk Detection in Eye Fundus Images. ICIAR (2) 2020: 285-298 - [c2]Carlos A. Ferreira, Guilherme Aresta, João Pedrosa, João Rebelo, Eduardo Negrão, António Cunha, Isabel Ramos, Aurélio Campilho:
Classification of Lung Nodules in CT Volumes Using the Lung-RADS™ Guidelines with Uncertainty Parameterization. ISBI 2020: 791-794 - [d1]João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho:
LNDb Dataset. Zenodo, 2020
2010 – 2019
- 2019
- [j3]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:
Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography. IEEE Trans. Medical Imaging 38(9): 2198-2210 (2019) - [i2]Guilherme Aresta, Carlos A. Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho:
Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance. CoRR abs/1910.03986 (2019) - [i1]João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho:
LNDb: A Lung Nodule Database on Computed Tomography. CoRR abs/1911.08434 (2019) - 2017
- [j2]Daniel Barbosa, João Pedrosa, Brecht Heyde, Thomas Dietenbeck, Denis Friboulet, Olivier Bernard, Jan D'hooge:
heartBEATS: A hybrid energy approach for real-time B-spline explicit active tracking of surfaces. Comput. Medical Imaging Graph. 62: 26-33 (2017) - [j1]João Pedrosa, Sandro F. Queiros, Olivier Bernard, Jan E. Engvall, Thor Edvardsen, Eike Nagel, Jan D'hooge:
Fast and Fully Automatic Left Ventricular Segmentation and Tracking in Echocardiography Using Shape-Based B-Spline Explicit Active Surfaces. IEEE Trans. Medical Imaging 36(11): 2287-2296 (2017) - 2014
- [c1]João Pedrosa, Ana Castro, Tiago T. V. Vinhoza:
Automatic heart sound segmentation and murmur detection in pediatric phonocardiograms. EMBC 2014: 2294-2297
Coauthor Index
aka: Aurélio Campilho
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