Joana Maria Neves da Rocha


AuthID: R-00J-28S

Confirmed Publications: 8



1
TITLE: Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images
AUTHORS: Rocha, Joana ; Pereira, Sofia Cardoso ; Pedrosa, Joao ; Campilho, Aurelio ; ana maria mendonça ;
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
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2
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
3
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
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4
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
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5
TITLE: Activity Mapping of Children in Play Using Multivariate Analysis of Movement Events
AUTHORS: Rocha, JN ; Barnes, CM; Rees, P; Clark, CT; Stratton, G; Summers, HD;
PUBLISHED: 2020, SOURCE: MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, VOLUME: 52, ISSUE: 1
INDEXED IN: WOS CrossRef: 2
IN MY: ORCID
6
TITLE: Conventional Filtering Versus U-Net Based Models for Pulmonary Nodule Segmentation in CT Images  Full Text
AUTHORS: Joana Rocha ; Antonio Cunha ; ana maria mendonça ;
PUBLISHED: 2020, SOURCE: JOURNAL OF MEDICAL SYSTEMS, VOLUME: 44, ISSUE: 4
INDEXED IN: Scopus WOS CrossRef: 17
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7
TITLE: Segmentation of Pulmonary Nodules in CT Images Using the Sliding Band Filter
AUTHORS: Joana Rocha ; Antonio Cunha ; ana maria mendonça ;
PUBLISHED: 2020, SOURCE: 15th Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON) in XV MEDITERRANEAN CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING - MEDICON 2019, VOLUME: 76
INDEXED IN: Scopus WOS CrossRef
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8
TITLE: Comparison of conventional and deep learning based methods for pulmonary nodule segmentation in CT images
AUTHORS: Rocha, J ; Cunha, A ; Maria Mendonça, A;
PUBLISHED: 2019, SOURCE: 19th EPIA Conference on Artificial Intelligence, EPIA 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11804 LNAI
INDEXED IN: Scopus CrossRef: 4
IN MY: ORCID

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