Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks. - Ivan Girardi; Pengfei Ji; An-phi Nguyen; Nora Hollenstein; Adam Ivankay; Lorenz Kuhn; Chiara Marchiori; Ce Zhang 001 (Louhi@EMNLP, 2018)

Cognitive DDx Assistant in Rare Diseases. - Matthias Reumann; Andrea Giovannini; Bartosz Nadworny; Christoph Auer; Ivan Girardi; Chiara Marchiori (EMBC, 2018)

Artificial Intelligence Decision Support for Medical Triage. - Chiara Marchiori; Douglas Dykeman; Ivan Girardi; Adam Ivankay; Kevin Thandiackal; Mario Zusag; Andrea Giovannini; Daniel Karpati; Henri L. Saenz (AMIA, 2020)

On the explainability of hospitalization prediction on a large COVID-19 patient dataset. - Ivan Girardi; Panagiotis Vagenas; Dario Arcos-Díaz; Lydia Bessaï; Alexander Büsser; Ludovico Furlan; Raffaello Furlan; Mauro Gatti; Andrea Giovannini; Ellen Hoeven; Chiara Marchiori (AMIA, 2021)

FAR: A General Framework for Attributional Robustness. - Adam Ivankay; Ivan Girardi; Chiara Marchiori; Pascal Frossard (BMVC, 2021)

Fooling Explanations in Text Classifiers. - Adam Ivankay; Ivan Girardi; Chiara Marchiori; Pascal Frossard (ICLR, 2022)

Estimating the Adversarial Robustness of Attributions in Text with Transformers. - Adam Ivankay; Mattia Rigotti; Ivan Girardi; Chiara Marchiori; Pascal Frossard (CoRR, 2022)