Joana Maria Neves da Rocha


AuthID: R-00J-28S

Confirmed Publications: 19



1
2
TITLE: DeepClean - Contrastive Learning Towards Quality Assessment in Large-Scale CXR Data Sets
AUTHORS: Sofia Cardoso Pereira; João Pedrosa ; Joana Rocha ; Pedro Sousa; Aurélio Campilho; Ana Maria Mendonça ;
PUBLISHED: 2024, SOURCE: 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024 in IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024, Lisbon, Portugal, December 3-6, 2024
INDEXED IN: Scopus DBLP CrossRef Unpaywall
IN MY: ORCID
3
4
TITLE: Evaluating Visual Explainability in Chest X-Ray Pathology Detection
AUTHORS: Pereira, Pedro; Rocha, Joana ; Pedrosa, Joao ; Mendonca, Ana Maria ;
PUBLISHED: 2024, SOURCE: IEEE 22nd Mediterranean Electrotechnical Conference (MELECON) in 2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024, VOLUME: 7
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
5
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
6
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: 6 Unpaywall
IN MY: ORCID
7
TITLE: Addressing Chest Radiograph Projection Bias in Deep Classification Models
AUTHORS: Sofia Pereira; Joana Rocha ; Alex Gaudio; Asim Smailagic; Aurélio Campilho; Ana Maria Mendonça ;
PUBLISHED: 2023, SOURCE: 6th International Conference on Medical Imaging with Deep Learning, MIDL 2023 in Proceedings of Machine Learning Research, VOLUME: 227
INDEXED IN: Scopus Handle
8
TITLE: Addressing Chest Radiograph Projection Bias in Deep Classification Models
AUTHORS: Pereira, Sofia C.; Rochal, Joana ; Gaudio, Alex; Smailagic, Asim; Campilhol, Aurelio ; Mendonca, Ana Maria ;
PUBLISHED: 2023, SOURCE: 6th International Conference on Medical Imaging with Deep Learning (MIDL) in MEDICAL IMAGING WITH DEEP LEARNING, VOL 227, VOLUME: 227
INDEXED IN: WOS DBLP
9
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 DBLP CrossRef
IN MY: ORCID
10
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
Page 1 of 2. Total results: 19.

footer slogan

Useful Links

Get Help

© 2025 CRACS & Inesc TEC - All Rights Reserved Privacy Policy | Terms of Service