João Pedrosa

38 papers B 3C 1Misc 2Journal 15Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
A leap forward in early vascular aging research: uncovering the high-risk vascular aging patterns.
Int. J. Data Sci. Anal.
Arturo Martínez-Rodrigo, Alicia Saz-Lara, João Pedrosa, Iris Otero-Luis, Nerea Moreno-Herraiz, Carla Geovanna Lever-Megina, Isabel Antonia Martínez-Ortega, José Manuel Pastor, Iván Cavero-Redondo
2025 J jnl
Grad-CAM: The impact of large receptive fields and other caveats.
Comput. Vis. Image Underst.
Rui Santos, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho
2025 J jnl
Segmentation of coronary calcifications with a domain knowledge-based lightweight 3D convolutional neural network.
Comput. Biol. Medicine
Rui Santos, Rui Castro, Rubén Baeza, Fábio Nunes, Vítor Manuel Filipe, Francesco Renna, Hugo Paredes, Ricardo Fontes-Carvalho, João Pedrosa
2024 — conf
Anatomically-Guided Inpainting for Local Synthesis of Normal Chest Radiographs.
DGM4MICCAI@MICCAI
João Pedrosa, Sofia Cardoso Pereira, Joana Silva, Ana Maria Mendonça, Aurélio Campilho
2024 — conf
Automated Visceral and Subcutaneous Fat Segmentation in Computed Tomography.
ISBI
Rui Castro, Inês Sousa, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Carlos Ferreira, João Pedrosa
2024 — conf
Deep Left Ventricular Motion Estimation Methods in Echocardiography: A Comparative Study.
EMBC
Sofia Ferraz, Miguel Tavares Coimbra, João Pedrosa
2024 — conf
DeepClean - Contrastive Learning Towards Quality Assessment in Large-Scale CXR Data Sets.
BIBM
Sofia Cardoso Pereira, João Pedrosa, Joana Rocha, Pedro Sousa, Aurélio Campilho, Ana Maria Mendonça
2024 — conf
Image Captioning for Coronary Artery Disease Diagnosis.
BIBM
Bruno Magalhães, João Pedrosa, Francesco Renna, Hugo Paredes, Vítor Filipe
2024 J jnl
STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images.
Artif. Intell. Medicine
Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça
2023 — conf
A Cascade Approach for Automatic Segmentation of Coronary Arteries Calcification in Computed Tomography Images Using Deep Learning.
MobiHealth
Alan de Carvalho Araújo, Aristófanes C. Silva, João Pedrosa, Italo F. S. Silva, João Otávio Bandeira Diniz
2023 J jnl
A hybrid approach for tracking borders in echocardiograms.
Signal Image Video Process.
Yasser Ali, Soosan Beheshti, Farrokh Janabi-Sharifi, Tohid Yousefi Rezaii, Asim N. Cheema, João Pedrosa
2023 — conf
Automatic Contrast Generation from Contrastless Computed Tomography.
EMBC
Rúben Domingues, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Miguel Tavares Coimbra, João Pedrosa, Francesco Renna
2023 Misc conf
Automatic Eye-Tracking-Assisted Chest Radiography Pathology Screening.
IbPRIA
Rui Santos, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho
2023 J jnl
DEEPBEAS3D: Deep Learning and B-Spline Explicit Active Surfaces.
CoRR
Helena Williams, João Pedrosa, Muhammad Asad, Laura Cattani, Tom Vercauteren, Jan Deprest, Jan D'hooge
2023 B conf
Lesion-Aware Chest Radiography Abnormality Classification with Object Detection Framework.
CBMS
João Pedrosa, Pedro Sousa, Joana Silva, Ana Maria Mendonça, Aurélio Campilho
2023 C conf
Leveraging Longitudinal Data for Cardiomegaly and Change Detection in Chest Radiography.
CIARP
Raquel Belo, Joana Rocha, João Pedrosa
2023 — conf
Quality assessment of Low-cost retinal Videos for Glaucoma screening.
CENTERIS/ProjMAN/HCist
Solomon Gebru Abay, Filipa Lima, Luc Geurts, José Camara, João Pedrosa, António Cunha
2023 B conf
Semi-supervised Multi-structure Segmentation in Chest X-Ray Imaging.
CBMS
Ricardo Coimbra Brioso, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho
2022 — conf
A Generalization Study of Automatic Pericardial Segmentation in Computed Tomography Images.
MobiHealth
Rubén Baeza, Carolina Santos, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Miguel T. Coimbra, Francesco Renna, João Pedrosa
2022 B conf
Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images.
CBMS
Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça
2022 — conf
Automatic Label Detection in Chest Radiography Images.
BIOIMAGING
João Pedrosa, Guilherme Aresta, Carlos Ferreira, Ana Maria Mendonça, Aurélio Campilho
2022 — conf
Detection of COVID-19 in Point of Care Lung Ultrasound.
EMBC
Joana Maximino, Miguel T. Coimbra, João Pedrosa
2022 Misc conf
Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection.
IbPRIA
João Pedrosa, Pedro Sousa, Joana Silva, Ana Maria Mendonça, Aurélio Campilho
2021 J jnl
A multi-task CNN approach for lung nodule malignancy classification and characterization.
Expert Syst. Appl.
Sónia Marques, Filippo Schiavo, Carlos A. Ferreira, João Pedrosa, António Cunha, Aurélio Campilho
2021 — conf
Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications.
BIBM
Martim Quintas E. Sousa, João Pedrosa, Joana Rocha, Sofia Cardoso Pereira, Ana Maria Mendonça, Aurélio Campilho
2021 — conf
Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces.
MICCAI (1)
Helena Williams, João Pedrosa, Laura Cattani, Susanne Housmans, Tom Vercauteren, Jan Deprest, Jan D'hooge
2021 J jnl
Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces.
CoRR
Helena Williams, João Pedrosa, Laura Cattani, Susanne Housmans, Tom Vercauteren, Jan Deprest, Jan D'hooge
2021 J jnl
LNDb challenge on automatic lung cancer patient management.
Medical Image Anal.
João Pedrosa, Guilherme Aresta, Carlos 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
2021 — conf
Multimodal Multi-tasking for Skin Lesion Classification Using Deep Neural Networks.
ISVC (1)
Rafaela Carvalho, João Pedrosa, Tudor Nedelcu
2020 — conf
A Multi-dataset Approach for DME Risk Detection in Eye Fundus Images.
ICIAR (2)
Catarina B. Carvalho, João Pedrosa, Carolina Maia, Susana Penas, Ângela Carneiro, Luís Mendonça, Ana Maria Mendonça, Aurélio Campilho
2020 J jnl
Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance.
IEEE J. Biomed. Health Informatics
Guilherme Aresta, Carlos Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho
2020 — conf
Classification of Lung Nodules in CT Volumes Using the Lung-RADS™ Guidelines with Uncertainty Parameterization.
ISBI
Carlos A. Ferreira, Guilherme Aresta, João Pedrosa, João Rebelo, Eduardo Negrão, António Cunha, Isabel Ramos, Aurélio Campilho
2019 J jnl
Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography.
IEEE Trans. Medical Imaging
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
2019 J jnl
Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance.
CoRR
Guilherme Aresta, Carlos Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho
2019 J jnl
LNDb: A Lung Nodule Database on Computed Tomography.
CoRR
João Pedrosa, Guilherme Aresta, Carlos Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho
2017 J jnl
Fast and Fully Automatic Left Ventricular Segmentation and Tracking in Echocardiography Using Shape-Based B-Spline Explicit Active Surfaces.
IEEE Trans. Medical Imaging
João Pedrosa, Sandro F. Queiros, Olivier Bernard, Jan E. Engvall, Thor Edvardsen, Eike Nagel, Jan D'hooge
2017 J jnl
heartBEATS: A hybrid energy approach for real-time B-spline explicit active tracking of surfaces.
Comput. Medical Imaging Graph.
Daniel Barbosa, João Pedrosa, Brecht Heyde, Thomas Dietenbeck, Denis Friboulet, Olivier Bernard, Jan D'hooge
2014 — conf
Automatic heart sound segmentation and murmur detection in pediatric phonocardiograms.
EMBC
João Pedrosa, Ana Castro, Tiago T. V. Vinhoza