Joana Maria Neves da Rocha


AuthID: R-00J-28S

Confirmed Publications: 14



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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
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
3
TITLE: STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images  Full Text
AUTHORS: Rocha, Joana ; Pereira, Sofia Cardoso ; Pedrosa, Joao ; Campilho, Aurelio ; Mendonca, Ana Maria ;
PUBLISHED: 2024, SOURCE: ARTIFICIAL INTELLIGENCE IN MEDICINE, VOLUME: 147
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
IN MY: ORCID
4
TITLE: An Active Learning Approach for Support Device Detection in Chest Radiography Images
AUTHORS: Belo, Raquel Morais; Rocha, Joana ; Mendonca, Ana Maria ; Campilho, Aurelio ;
PUBLISHED: 2023, SOURCE: 15th International Conference on Machine Vision (ICMV) in FIFTEENTH INTERNATIONAL CONFERENCE ON MACHINE VISION, ICMV 2022, VOLUME: 12701
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
5
TITLE: Confident-CAM: Improving Heat Map Interpretation in Chest X-Ray Image Classification
AUTHORS: Joana Rocha ; Ana Maria Mendonça ; Sofia Cardoso Pereira; Aurélio Campilho ;
PUBLISHED: 2023, SOURCE: 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023 in IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, Istanbul, Turkiye, December 5-8, 2023
INDEXED IN: Scopus DBLP CrossRef Unpaywall
IN MY: ORCID
6
TITLE: Lightweight multi-scale classification of chest radiographs via size-specific batch normalization  Full Text
AUTHORS: Pereira, Sofia C. ; Rocha, Joana ; Campilho, Aurelio ; Sousa, Pedro; Mendonca, Ana Maria ;
PUBLISHED: 2023, SOURCE: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, VOLUME: 236
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
7
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
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
8
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
9
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
10
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
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