João Pedrosa

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 27

Top Topics

Computed Tomography

Abnormality Detection

Top Venues

Publications

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 (2024)
Ricardo Coimbra Brioso, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho
Semi-supervised Multi-structure Segmentation in Chest X-Ray Imaging. CBMS (2023)
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) (2023)
Raquel Belo, Joana Rocha, João Pedrosa
Leveraging Longitudinal Data for Cardiomegaly and Change Detection in Chest Radiography. CIARP (2023)
Rui Santos, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho
Automatic Eye-Tracking-Assisted Chest Radiography Pathology Screening. IbPRIA (2023)
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)
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 (2023)
João Pedrosa, Pedro Sousa, Joana Silva, Ana Maria Mendonça, Aurélio Campilho
Lesion-Aware Chest Radiography Abnormality Classification with Object Detection Framework. CBMS (2023)
Rubén Baeza, Carolina Santos, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Miguel Coimbra, Francesco Renna, João Pedrosa
A Generalization Study of Automatic Pericardial Segmentation in Computed Tomography Images. MobiHealth (2022)
Joana Maximino, Miguel Coimbra, João Pedrosa
Detection of COVID-19 in Point of Care Lung Ultrasound. EMBC (2022)
João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Ana Maria Mendonça, Aurélio Campilho
Automatic Label Detection in Chest Radiography Images. BIOIMAGING (2022)
João Pedrosa, Pedro Sousa, Joana Silva, Ana Maria Mendonça, Aurélio Campilho
Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection. IbPRIA (2022)
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)
Rafaela Carvalho, João Pedrosa, Tudor Nedelcu
Multimodal Multi-tasking for Skin Lesion Classification Using Deep Neural Networks. ISVC (1) (2021)
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 (2021)
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)
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 (2021)
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)
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 (2021)
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) (2020)
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)
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)
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) (2019)
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 (2019)
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 (2019)
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 (2017)
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) (2017)
João Pedrosa, Ana Castro, Tiago T. V. Vinhoza
Automatic heart sound segmentation and murmur detection in pediatric phonocardiograms. EMBC (2014)