Microstructural Modulations in the Hippocampus Allow to Characterizing Relapsing-Remitting Versus Primary Progressive Multiple Sclerosis. - Lorenza Brusini; Ilaria Boscolo Galazzo; Muge Akinci; Federica Cruciani; Marco Pitteri; Stefano Ziccardi; Albulena Bajrami; Marco Castellaro; Ahmed M. A. Salih; Francesca B. Pizzini; Jorge Jovicich; Massimiliano Calabrese; et al. (BrainLes@MICCAI (1), 2020)

A new scheme for the assessment of the robustness of Explainable Methods Applied to Brain Age estimation. - Ahmed M. A. Salih; Ilaria Boscolo Galazzo; Zahra Raisi-Estabragh; Steffen E. Petersen; Polyxeni Gkontra; Karim Lekadir; Gloria Menegaz; Petia Radeva (CBMS, 2021)

Investigating Explainable Artificial Intelligence for MRI-based Classification of Dementia: a New Stability Criterion for Explainable Methods. - Ahmed M. A. Salih; Ilaria Boscolo Galazzo; Federica Cruciani; Lorenza Brusini; Petia Radeva (ICIP, 2022)

Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges. - Ilaria Boscolo Galazzo; Federica Cruciani; Lorenza Brusini; Ahmed M. A. Salih; Petia Radeva; Silvia Francesca Storti; Gloria Menegaz (IEEE Signal Process. Mag., 2022)

Commentary on explainable artificial intelligence methods: SHAP and LIME. - Ahmed M. A. Salih; Zahra Raisi-Estabragh; Ilaria Boscolo Galazzo; Petia Radeva; Steffen E. Petersen; Gloria Menegaz; Karim Lekadir (CoRR, 2023)

A review of evaluation approaches for explainable AI with applications in cardiology. - Ahmed M. A. Salih; Ilaria Boscolo Galazzo; Polyxeni Gkontra; Elisa Rauseo; Aaron M. Lee; Karim Lekadir; Petia Radeva; Steffen E. Petersen; Gloria Menegaz (Artif. Intell. Rev., 2024)

Characterizing the Contribution of Dependent Features in XAI Methods. - Ahmed M. A. Salih; Ilaria Boscolo Galazzo; Zahra Raisi-Estabragh; Steffen E. Petersen; Gloria Menegaz; Petia Radeva (IEEE J. Biomed. Health Informatics, 2024)

A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME. - Ahmed M. A. Salih; Zahra Raisi-Estabragh; Ilaria Boscolo Galazzo; Petia Radeva; Steffen E. Petersen; Karim Lekadir; Gloria Menegaz (Adv. Intell. Syst., 2025)