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TITLE: Evaluation of uncertainty quantification methods in multi-label classification: A case study with automatic diagnosis of electrocardiogram
AUTHORS: Barandas, Marilia; Famiglini, Lorenzo; Campagner, Andrea; Folgado, Duarte; Simao, Raquel; Cabitza, Federico; Gamboa, Hugo;
PUBLISHED: 2024, SOURCE: INFORMATION FUSION, VOLUME: 101
INDEXED IN: Scopus WOS
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TITLE: Rams, hounds and white boxes: Investigating human-AI collaboration protocols in medical diagnosis  Full Text
AUTHORS: Cabitza, Federico; Campagner, Andrea; Ronzio, Luca; Cameli, Matteo; Mandoli, Giulia Elena; Pastore, Maria Concetta; Sconfienza, Luca Maria; Folgado, Duarte; Barandas, Marilia; Gamboa, Hugo ;
PUBLISHED: 2023, SOURCE: ARTIFICIAL INTELLIGENCE IN MEDICINE, VOLUME: 138
INDEXED IN: Scopus WOS CrossRef: 2
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TITLE: Explainability meets uncertainty quantification: Insights from feature-based model fusion on multimodal time series  Full Text
AUTHORS: Folgado, Duarte; Barandas, Marilia; Famiglini, Lorenzo; Santos, Ricardo; Cabitza, Federico; Gamboa, Hugo ;
PUBLISHED: 2023, SOURCE: INFORMATION FUSION, VOLUME: 100
INDEXED IN: Scopus WOS CrossRef: 2
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TITLE: Comparing Handcrafted Features and Deep Neural Representations for Domain Generalization in Human Activity Recognition  Full Text
AUTHORS: Bento, Nuno; Rebelo, Joana; Barandas, Marilia; Carreiro, Andre, V; Campagner, Andrea; Cabitza, Federico; Gamboa, Hugo ;
PUBLISHED: 2022, SOURCE: SENSORS, VOLUME: 22, ISSUE: 19
INDEXED IN: Scopus WOS CrossRef: 3