67 citations · 92 across the 11 of their papers we have counts for
3 papers · 1 filter
Painting the black box white: experimental findings from applying XAI to an ECG reading setting
Federico Cabitza, Matteo Cameli, Andrea Campagner +2
The shift from symbolic AI systems to black-box, sub-symbolic, and statistical ones has motivated a rapid increase in the interest toward explainable AI (XAI), i.e. approaches to m…
Everything is Varied: The Surprising Impact of Individual Variation on ML Robustness in Medicine
Andrea Campagner, Lorenzo Famiglini, Anna Carobene +1
In medical settings, Individual Variation (IV) refers to variation that is due not to population differences or errors, but rather to within-subject variation, that is the intrinsi…
Responsible AI in Healthcare
Federico Cabitza, Davide Ciucci, Gabriella Pasi +1
This article discusses open problems, implemented solutions, and future research in the area of responsible AI in healthcare. In particular, we illustrate two main research themes…