31
TITLE: A Review on Deep Learning Methods for Chest X-Ray based Abnormality Detection and Thoracic Pathology Classification
AUTHORS: Joana Rocha ; Ana Maria Mendonça ; Aurélio Campilho ;
PUBLISHED: 2021, SOURCE: U.Porto Journal of Engineering, VOLUME: 7, ISSUE: 4
INDEXED IN: Scopus CrossRef
IN MY: ORCID
32
TITLE: A Study on Annotation Efficient Learning Methods for Segmentation in Prostate Histopathological Images
AUTHORS: Pedro Costa; Aurélio Campilho ; Jaime S Cardoso ;
PUBLISHED: 2021, SOURCE: 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
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
33
TITLE: Artificial Intelligence Improves the Accuracy in Histologic Classification of Breast Lesions
AUTHORS: 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;
PUBLISHED: 2021, SOURCE: AMERICAN JOURNAL OF CLINICAL PATHOLOGY, VOLUME: 155, ISSUE: 4
INDEXED IN: Scopus WOS CrossRef: 18
34
TITLE: Automatic classification of retinal blood vessels based on multilevel thresholding and graph propagation  Full Text
AUTHORS: Beatriz Remeseiro ; Mendonca, AM ; Campilho, A ;
PUBLISHED: 2021, SOURCE: VISUAL COMPUTER, VOLUME: 37, ISSUE: 6
INDEXED IN: Scopus WOS DBLP CrossRef: 6
IN MY: ORCID | DBLP
35
TITLE: Automatic Label Detection in Chest Radiography Images
AUTHORS: Pedrosa, Joao ; Aresta, Guilherme; Ferreira, Carlos ; Mendonca, Ana ; Campilho, Aurelio ;
PUBLISHED: 2021, SOURCE: 15th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) / 9th International Conference on Bioimaging (BIOIMAGING) in PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES (BIOIMAGING), VOL 2
INDEXED IN: WOS DBLP CrossRef Unpaywall
IN MY: ORCID | DBLP
36
TITLE: Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications
AUTHORS: Martim Quintas E Sousa; João Pedrosa ; Joana Rocha ; Sofia Cardoso Pereira ; Ana Maria Mendonça ; Aurélio Campilho ;
PUBLISHED: 2021, SOURCE: IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021, Houston, TX, USA, December 9-12, 2021
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
37
TITLE: Epistemic and heteroscedastic uncertainty estimation in retinal blood vessel segmentation
AUTHORS: Costa, P; Smailagic, A; Cardoso, JS ; Campilho, A ;
PUBLISHED: 2021, SOURCE: U.Porto Journal of Engineering, VOLUME: 7, ISSUE: 3
INDEXED IN: Scopus CrossRef
IN MY: ORCID
38
TITLE: LNDb challenge on automatic lung cancer patient management  Full Text
AUTHORS: Pedrosa, J ; Aresta, G ; Ferreira, C ; Atwal, G; Phoulady, HA; Chen, XY; Chen, RZ; Li, JL; Wang, LS; Galdran, A ; Bouchachia, H; Kaluva, KC; Vaidhya, K; Chunduru, A; Tarai, S; Nadimpalli, SPP; Vaidya, S; Kim, I; Rassadin, A; Tian, ZH; Sun, ZW; Jia, YZ; Men, XJ; Ramos, I; Cunha, A ; Campilho, A ; ...More
PUBLISHED: 2021, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 70
INDEXED IN: Scopus WOS DBLP CrossRef: 10 Unpaywall
IN MY: ORCID | DBLP
39
TITLE: Ovarian Structures Detection using Convolutional Neural Networks
AUTHORS: Diego S Wanderley ; Carlos A Ferreira ; Aurélio Campilho ; Jorge Alves Silva ;
PUBLISHED: 2021, SOURCE: CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021 - International Conference on Health and Social Care Information Systems and Technologies 2021, Braga, Portugal, VOLUME: 196
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
40
TITLE: Segmentation of COVID-19 Lesions in CT Images
AUTHORS: Joana Rocha ; Sofia Pereira ; Aurélio Campilho ; Ana Maria Mendonça ;
PUBLISHED: 2021, SOURCE: 2021 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2021 in IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2021, Athens, Greece, July 27-30, 2021
INDEXED IN: Scopus DBLP CrossRef Unpaywall
IN MY: ORCID | DBLP
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