ProfileOfResearchers

TITLE: LNDb Dataset
AUTHORS: João Pedrosa ; Guilherme Aresta; Carlos A Ferreira ; Márcio Rodrigues; Patrícia Leitão; André Silva Carvalho; João Rebelo; Eduardo Negrão; Isabel Ramos; António Cunha; Aurélio Campilho ;
PUBLISHED: 2023

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TITLE: OCT Image Synthesis through Deep Generative Models
AUTHORS: Melo, Tania ; Cardoso, Jaime ; Carneiro, Angela ; Campilho, Aurelio ; Mendonca, Ana Maria ;
PUBLISHED: 2023, SOURCE: 36th IEEE International Symposium on Computer-Based Medical Systems (CBMS) in 2023 IEEE 36TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS, VOLUME: 2023-June

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CrossRef: 3

TITLE: Retinal layer and fluid segmentation in optical coherence tomography images using a hierarchical framework
AUTHORS: Melo, Tania ; Carneiro, Angela ; Campilho, Aurelio ; Mendonca, Ana Maria ;
PUBLISHED: 2023, SOURCE: JOURNAL OF MEDICAL IMAGING, VOLUME: 10, ISSUE: 1

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CrossRef: 1

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ORCID

TITLE: Semi-supervised Multi-structure Segmentation in Chest X-Ray Imaging
AUTHORS: Brioso, Ricardo Coimbra; Pedrosa, Jodo ; Mendonca, Ana Maria ; Campilho, Aurelio ;
PUBLISHED: 2023, SOURCE: 36th IEEE International Symposium on Computer-Based Medical Systems (CBMS) in 2023 IEEE 36TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS, VOLUME: 2023-June

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CrossRef: 10

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TITLE: <i>HeartSpot</i>: Privatized and Explainable Data Compression for Cardiomegaly Detection
AUTHORS: Johnson, Elvin; Mohan, Shreshta; Gaudio, Alex; Smailagic, Asim; Faloutsos, Christos; Campilho, Aurelio ;
PUBLISHED: 2022, SOURCE: 4th IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) / 18th IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) in 2022 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) JOINTLY ORGANISED WITH THE IEEE-EMBS INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN'22), VOLUME: abs/2210.02241

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TITLE: Assessing clinical applicability of COVID-19 detection in chest radiography with deep learning Full Text
AUTHORS: Pedrosa, Joao ; Aresta, Guilherme; Ferreira, Carlos; Carvalho, Catarina; Silva, Joana; Sousa, Pedro; Ribeiro, Lucas; Mendonca, Ana Maria ; Campilho, Aurelio ;
PUBLISHED: 2022, SOURCE: SCIENTIFIC REPORTS, VOLUME: 12, ISSUE: 1

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CrossRef: 6

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TITLE: Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images
AUTHORS: Rocha, Joana ; Pereira, Sofia Cardoso ; Pedrosa, Joao ; Campilho, Aurelio ; Mendonca, Ana Maria ;
PUBLISHED: 2022, SOURCE: 35th IEEE International Symposium on Computer-Based Medical Systems (CBMS) in 2022 IEEE 35TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), VOLUME: 2022-July

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CrossRef: 7

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TITLE: Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans Full Text
AUTHORS: Meiburger, Kristen M.; Marzola, Francesco; Zahnd, Guillaume; Faita, Francesco; Loizou, Christos P.; Laine, Nolann; Carvalho, Catarina; Steinman, David A.; Gibello, Lorenzo; Bruno, Rosa Maria; Clarenbach, Ricarda; Francesconi, Martina; Nicolaides, Andrew N.; Liebgott, Herve; Campilho, Aurelio ; Ghotbi, Reza; Kyriacou, Efthyvoulos; Navab, Nassir; Griffin, Maura; Panayiotou, Andrie G.; Gherardini, Rachele; Varetto, Gianfranco; Bianchini, Elisabetta; Pattichis, Constantinos S.; Ghiadoni, Lorenzo; Rouco, Jose; Orkisz, Maciej; Molinari, Filippo; ...More
PUBLISHED: 2022, SOURCE: COMPUTERS IN BIOLOGY AND MEDICINE, VOLUME: 144

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CrossRef: 22

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ORCID