ProfileOfResearchers

TÃTULO: HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection
AUTORES: Johnson, Elvin; Mohan, Shreshta; Gaudio, Alex; Smailagic, Asim; Faloutsos, Christos; Campilho, Aurelio ;
PUBLICAÇÃO: 2022, FONTE: 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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TÃTULO: HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection
AUTORES: Elvin Johnson; Shreshta Mohan; Alex Gaudio; Asim Smailagic; Christos Faloutsos; Aurélio Campilho ;
PUBLICAÇÃO: 2022, FONTE: IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2022, Ioannina, Greece, September 27-30, 2022

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TÃTULO: Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection
AUTORES: Pedrosa, Joao ; Sousa, Pedro; Silva, Joana; Mendonca, Ana Maria ; Campilho, Aurelio ;
PUBLICAÇÃO: 2022, FONTE: 10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA) in PATTERN RECOGNITION AND IMAGE ANALYSIS (IBPRIA 2022), VOLUME: 13256

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TÃTULO: LNDb Dataset
AUTORES: João Pedrosa ; Guilherme Aresta; Carlos A Ferreira ; Márcio Rodrigues; Patrícia Leitão; André Silva Carvalho; João Rebelo; Eduardo Negrão; Isabel Ramos; António Cunha; Aurélio Campilho ;
PUBLICAÇÃO: 2022

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TÃTULO: Retinal and choroidal vasoreactivity in central serous chorioretinopathy Full Text
AUTORES: 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 ;
PUBLICAÇÃO: 2022, FONTE: GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY, VOLUME: 260, NÚMERO: 12

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TÃTULO: A multi-task CNN approach for lung nodule malignancy classification and characterization Full Text
AUTORES: Marques, S; Schiavo, F; Ferreira, CA ; Pedrosa, J ; Cunha, A ; Campilho, A ;
PUBLICAÇÃO: 2021, FONTE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 184

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TÃTULO: A Review on Deep Learning Methods for Chest X-Ray based Abnormality Detection and Thoracic Pathology Classification
AUTORES: Joana Rocha ; Ana Maria Mendonça ; Aurélio Campilho ;
PUBLICAÇÃO: 2021, FONTE: U.Porto Journal of Engineering, VOLUME: 7, NÚMERO: 4

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TÃTULO: A Study on Annotation Efficient Learning Methods for Segmentation in Prostate Histopathological Images
AUTORES: Pedro Costa; Aurélio Campilho ; Jaime S Cardoso ;
PUBLICAÇÃO: 2021, FONTE: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 25th Iberoamerican Congress, CIARP 2021, Porto, Portugal, May 10-13, 2021, Revised Selected Papers, VOLUME: 12702

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TÃTULO: Artificial Intelligence Improves the Accuracy in Histologic Classification of Breast Lesions
AUTORES: Polonia, A; Campelos, S; Ribeiro, A; Aymore, I; Pinto, D; Biskup Fruzynska, M; Veiga, RS; Canas Marques, R; Aresta, G; Araujo, T; Campilho, A ; Kwok, S; Aguiar, P ; Eloy, C;
PUBLICAÇÃO: 2021, FONTE: AMERICAN JOURNAL OF CLINICAL PATHOLOGY, VOLUME: 155, NÚMERO: 4

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