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)

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)

Prediction of Incident Atrial Fibrillation in Population with Ischemic Heart Disease Using Machine Learning with Radiomics and ECG Markers. - Esmeralda Ruiz Pujadas; Nay Aung; Liliana Szabo; Zahra Raisi-Estabragh; Marina Camacho; Steffen E. Petersen; Polyxeni Gkontra; Karim Lekadir (MIUA (2), 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)