ProfileOfResearchers

TITLE: BEAS-Net: A Shape-Prior-Based Deep Convolutional Neural Network for Robust Left Ventricular Segmentation in 2-D Echocardiography Full Text
AUTHORS: Akbari, Somayeh; Tabassian, Mahdi; Pedrosa, Joao ; Queiros, Sandro; Papangelopoulou, Konstantina; D'hooge, Jan;
PUBLISHED: 2024, SOURCE: IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, VOLUME: 71, ISSUE: 11

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TITLE: Deep Left Ventricular Motion Estimation Methods in Echocardiography: A Comparative Study
AUTHORS: Sofia Ferraz; Miguel Tavares Coimbra ; João Pedrosa ;
PUBLISHED: 2024, SOURCE: 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024, Orlando, FL, USA, July 15-19, 2024

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TITLE: DeepClean - Contrastive Learning Towards Quality Assessment in Large-Scale CXR Data Sets
AUTHORS: Pereira, Sofia C. ; Pedrosa, Joao ; Rocha, Joana ; Sousa, Pedro; Campilho, Aurelio ; Mendonca, Ana Maria ;
PUBLISHED: 2024, SOURCE: 2024 International Conference on Bioinformatics and Biomedicine in 2024 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE, BIBM

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TITLE: Evaluating Visual Explainability in Chest X-Ray Pathology Detection
AUTHORS: Pereira, Pedro; Rocha, Joana ; Pedrosa, Joao ; Mendonca, Ana Maria ;
PUBLISHED: 2024, SOURCE: IEEE 22nd Mediterranean Electrotechnical Conference (MELECON) in 2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024, VOLUME: 7

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TITLE: Image Captioning for Coronary Artery Disease Diagnosis
AUTHORS: Magalhaes, Bruno; Pedrosa, Joao ; Renna, Francesco ; Paredes, Hugo ; Filipe, Vitor ;
PUBLISHED: 2024, SOURCE: 2024 International Conference on Bioinformatics and Biomedicine in 2024 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE, BIBM

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TITLE: Leveraging Longitudinal Data for Cardiomegaly and Change Detection in Chest Radiography
AUTHORS: Belo, Raquel; Rocha, Joana ; Pedrosa, Joao ;
PUBLISHED: 2024, SOURCE: 26th Iberoamerican Congress on Pattern Recognition (CIARP) in PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, CIARP 2023, PT I, VOLUME: 14469

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TITLE: Lightweight 3D CNN for the Segmentation of Coronary Calcifications and Calcium Scoring
AUTHORS: Santos, Rui; Baeza, Ruben; Filipe, Vitor Manuel ; Renna, Francesco ; Paredes, Hugo ; Pedrosa, Joao ;
PUBLISHED: 2024, SOURCE: IEEE 22nd Mediterranean Electrotechnical Conference (MELECON) in 2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024

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TITLE: Machine Learning Computed Tomography Radiomics of Abdominal Adipose Tissue to Optimize Cardiovascular Risk Assessment
AUTHORS: Jennifer Mancio ; Alice Lopes; Inês Sousa; Fabio Nunes; Sonia Xara; Mónica Carvalho; Wilson Ferreira; Nuno Ferreira; Antonio Barros ; Ricardo Fontes-Carvalho ; Vasco Gama Ribeiro; Nuno Bettencourt; Joao Pedrosa ;
PUBLISHED: 2024

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TITLE: Quality assessment of Low-cost retinal Videos for Glaucoma screening
AUTHORS: Solomon Gebru Abay; Filipa Lima; Luc Geurts; Jose Camara; João Pedrosa ; Antonio Cunha ;
PUBLISHED: 2024, SOURCE: 2023 International Conference on ENTERprise Information Systems, CENTERIS 2023 - International Conference on Project MANagement, ProjMAN 2023 - International Conference on Health and Social Care Information Systems and Technologies, HCist 2023 in Procedia Computer Science, VOLUME: 239

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