Joana Maria Neves da Rocha
AuthID: R-00J-28S
1
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
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
2
TITLE: CLARE-XR: explainable regression-based classification of chest radiographs with label embeddings Full Text
AUTHORS: Rocha, Joana; Pereira, Sofia Cardoso; Sousa, Pedro; Campilho, Aurelio; Mendonca, Ana Maria ;
PUBLISHED: 2024, SOURCE: SCIENTIFIC REPORTS, VOLUME: 14, ISSUE: 1
AUTHORS: Rocha, Joana; Pereira, Sofia Cardoso; Sousa, Pedro; Campilho, Aurelio; Mendonca, Ana Maria ;
PUBLISHED: 2024, SOURCE: SCIENTIFIC REPORTS, VOLUME: 14, ISSUE: 1
3
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
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
4
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
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
WOS DBLP5
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
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 
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