Interpretable heartbeat classification using local model-agnostic explanations on ECGs. - Inês Neves; Duarte Folgado; Sara Santos; Marília Barandas; Andrea Campagner; Luca Ronzio; Federico Cabitza; Hugo Gamboa (Comput. Biol. Medicine, 2021)

Painting the black box white: experimental findings from applying XAI to an ECG reading setting. - Federico Cabitza; Matteo Cameli; Andrea Campagner; Chiara Natali; Luca Ronzio (CoRR, 2022)

Rams, hounds and white boxes: Investigating human-AI collaboration protocols in medical diagnosis. - Federico Cabitza; Andrea Campagner; Luca Ronzio; Matteo Cameli; Giulia Elena Mandoli; Maria Concetta Pastore; Luca Maria Sconfienza; Duarte Folgado; Marília Barandas; Hugo Gamboa (Artif. Intell. Medicine, 2023)

Painting the Black Box White: Experimental Findings from Applying XAI to an ECG Reading Setting. - Federico Cabitza; Andrea Campagner; Chiara Natali; Enea Parimbelli; Luca Ronzio; Matteo Cameli (Mach. Learn. Knowl. Extr., 2023)