A deep generative multimodal imaging genomics framework for Alzheimer's disease prediction. - Giorgio Dolci; Md Abdur Rahaman; Jiayu Chen 003; Kuaikuai Duan; Zening Fu; Anees Abrol; Gloria Menegaz; Vince D. Calhoun (BIBE, 2022)

Deep Generative Transfer Learning Predicts Conversion To Alzheimer'S Disease From Neuroimaging Genomics Data. - Giorgio Dolci; Md Abdur Rahaman; Ilaria Boscolo Galazzo; Federica Cruciani; Anees Abrol; Jiayu Chen 003; Zening Fu; Kuaikuai Duan; Gloria Menegaz; Vince D. Calhoun (ICASSP Workshops, 2023)

Objective Assessment of the Bias Introduced by Baseline Signals in XAI Attribution Methods. - Giorgio Dolci; Federica Cruciani; Ilaria Boscolo Galazzo; Vince D. Calhoun; Gloria Menegaz (MetroXRAINE, 2023)

Diffusion MRI Allows Capturing the Amyloid-β and τ Proteins Status in Alzheimer's Disease Continuum. - Giorgio Dolci; Federica Cruciani; Lorenza Brusini; Lorenzo Pini; Ilaria Boscolo Galazzo; Vince D. Calhoun; Gloria Menegaz (ISBI, 2024)

Integrated Gradients Demystified: An MRI Case Study on Aβ-T Protein Localization. - Giorgio Dolci; Cristian Morasso; Federica Cruciani; Lorenza Brusini; Lorenzo Pini; Vince D. Calhoun; Ilaria Boscolo Galazzo; Gloria Menegaz (MetroXRAINE, 2024)

Polygenic Risk Scores are Associated to Aβ-τ Protein Accumulation in Alzheimer's Disease. - Irene Treccani; Giorgio Dolci; Lorenza Brusini; Federica Cruciani; Ilaria Boscolo Galazzo; Gloria Menegaz (MetroXRAINE, 2024)

An interpretable generative multimodal neuroimaging-genomics framework for decoding Alzheimer's disease. - Giorgio Dolci; Federica Cruciani; Md Abdur Rahaman; Anees Abrol; Jiayu Chen 003; Zening Fu; Ilaria Boscolo Galazzo; Gloria Menegaz; Vince D. Calhoun (CoRR, 2024)

Multimodal MRI-based Detection of Amyloid Status in Alzheimer's Disease Continuum. - Giorgio Dolci; Charles A. Ellis; Federica Cruciani; Lorenza Brusini; Anees Abrol; Ilaria Boscolo Galazzo; Gloria Menegaz; Vince D. Calhoun (CoRR, 2024)

Guidelines For The Choice Of The Baseline in XAI Attribution Methods. - Cristian Morasso; Giorgio Dolci; Ilaria Boscolo Galazzo; Sergey M. Plis; Gloria Menegaz (CoRR, 2025)