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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
INDEXED IN: Scopus WOS DBLP CrossRef
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22
TITLE: Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector
AUTHORS: Pedro Costa; Yongpan Fu; João Nunes; Aurélio Campilho ; Jaime S Cardoso ;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2203.01321
INDEXED IN: DBLP
IN MY: ORCID | DBLP
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TITLE: Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds
AUTHORS: Alex Gaudio ; Miguel T Coimbra ; Aurélio Campilho ; Asim Smailagic; Samuel E Schmidt; Francesco Renna ;
PUBLISHED: 2022, SOURCE: 2022 Computing in Cardiology, CinC 2022 in Computing in Cardiology, CinC 2022, Tampere, Finland, September 4-7, 2022, VOLUME: 2022-September
INDEXED IN: Scopus DBLP CrossRef
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24
TITLE: Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation
AUTHORS: Pedro Costa; Alex Gaudio ; Aurélio Campilho ; Jaime S Cardoso ;
PUBLISHED: 2022, SOURCE: 5th International Conference on Medical Imaging with Deep Learning, MIDL 2022 in International Conference on Medical Imaging with Deep Learning, MIDL 2022, 6-8 July 2022, Zurich, Switzerland., VOLUME: 172
INDEXED IN: Scopus DBLP
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TITLE: ExplainFix: Explainable spatially fixed deep networks  Full Text
AUTHORS: Gaudio, Alex ; Faloutsos, Christos; Smailagic, Asim; Costa, Pedro; Campilho, Aurelio ;
PUBLISHED: 2022, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 13, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef
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26
TITLE: HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection
AUTHORS: Elvin Johnson; Shreshta Mohan; Alex Gaudio; Asim Smailagic; Christos Faloutsos; Aurélio Campilho ;
PUBLISHED: 2022, SOURCE: IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2022, Ioannina, Greece, September 27-30, 2022
INDEXED IN: DBLP
IN MY: ORCID | DBLP
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TITLE: HeartSpot: 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
INDEXED IN: WOS DBLP CrossRef
IN MY: ORCID | DBLP
28
TITLE: Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection
AUTHORS: Pedrosa, Joao ; Sousa, Pedro; Silva, Joana; Mendonca, Ana Maria ; Campilho, Aurelio ;
PUBLISHED: 2022, SOURCE: 10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA) in PATTERN RECOGNITION AND IMAGE ANALYSIS (IBPRIA 2022), VOLUME: 13256
INDEXED IN: Scopus WOS DBLP CrossRef
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TITLE: Retinal and choroidal vasoreactivity in central serous chorioretinopathy  Full Text
AUTHORS: Penas, Susana ; Araujo, Teresa; Mendonca, Ana Maria ; Faria, Simao; Silva, Jorge ; Campilho, Aurelio ; Martins, Maria Lurdes; Sousa, Vania; Rocha Sousa, Amandio ; Carneiro, Angela ; Falcao Reis, Fernando ;
PUBLISHED: 2022, SOURCE: GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY, VOLUME: 260, ISSUE: 12
INDEXED IN: Scopus WOS CrossRef: 1 Unpaywall
IN MY: ORCID
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TITLE: A multi-task CNN approach for lung nodule malignancy classification and characterization  Full Text
AUTHORS: Marques, S; Schiavo, F; Ferreira, CA ; Pedrosa, J ; Cunha, A ; Campilho, A ;
PUBLISHED: 2021, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 184
INDEXED IN: WOS DBLP CrossRef: 21
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