Publications

2025	Multimodal MRI accurately identifies amyloid status in unbalanced cohorts in Alzheimer's disease continuum. Giorgio Dolci, Charles A Ellis, Federica Cruciani, Lorenza Brusini, Anees Abrol, Ilaria Boscolo Galazzo, Gloria Menegaz, Vince D Calhoun, and Alzheimer's Disease Neuroimaging Initiative. Network Neuroscience 9(1).
2025	An interpretable generative multimodal neuroimaging-genomics framework for decoding Alzheimer's disease. Giorgio Dolci, Federica Cruciani, Md Abdur Rahaman, Anees Abrol, Jiayu Chen, Zening Fu, Ilaria Boscolo Galazzo, Gloria Menegaz, Vince D Calhoun, Alzheimer's Disease Neuroimaging Initiative, and others. ArXiv.
2025	Guidelines For The Choice Of The Baseline in XAI Attribution Methods. Cristian Morasso, Giorgio Dolci, Ilaria Boscolo Galazzo, Sergey M Plis, and Gloria Menegaz. arXiv preprint arXiv:2503.19813.
2025	Algebraic Connectivity Enhances Hyperedge Specificity in the Alzheimer's Disease Continuum. Giorgio Dolci, Silvia Saglia, Lorenza Brusini, Vince D Calhoun, Ilaria Boscolo Galazzo, and Gloria Menegaz. arXiv preprint arXiv:2508.01252.
2024	Diffusion MRI Allows Capturing the Amyloid-$\beta$ and $\tau$ Proteins Status in Alzheimer's Disease Continuum. Giorgio Dolci, Federica Cruciani, Lorenza Brusini, Lorenzo Pini, Ilaria Boscolo Galazzo, Vince D Calhoun, and Gloria Menegaz. 2024 IEEE International Symposium on Biomedical Imaging (ISBI).
2024	Morphometric Similarity Patterning of Amyloid-$\beta$ and Tau Proteins Correlates with Transcriptomics in the Alzheimer's Disease Continuum. Lorenza Brusini, Giorgio Dolci, Lorenzo Pini, Federica Cruciani, Fabrizio Pizzagalli, Paolo Provero, Gloria Menegaz, and Ilaria Boscolo Galazzo. International Journal of Molecular Sciences 25(23).
2024	Integrated Gradients Demystified: An MRI Case Study on A$\beta$-T Protein Localization. Giorgio Dolci, Cristian Morasso, Federica Cruciani, Lorenza Brusini, Lorenzo Pini, Vince D Calhoun, Ilaria Boscolo Galazzo, and Gloria Menegaz. 2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE).
2024	Polygenic Risk Scores are Associated to A$\beta$-$\tau$ Protein Accumulation in Alzheimer's Disease. Irene Treccani, Giorgio Dolci, Lorenza Brusini, Federica Cruciani, Ilaria Boscolo Galazzo, and Gloria Menegaz. 2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE).
2023	Deep generative transfer learning predicts conversion to Alzheimer's disease from neuroimaging genomics data. Giorgio Dolci, Md Abdur Rahaman, I Boscolo Galazzo, Federica Cruciani, Anees Abrol, Jiayu Chen, Zening Fu, Kuaikuai Duan, Gloria Menegaz, and Vince D Calhoun. 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW).
2023	Objective assessment of the bias introduced by baseline signals in xai attribution methods. Giorgio Dolci, Federica Cruciani, Ilaria Boscolo Galazzo, Vince D Calhoun, and Gloria Menegaz. 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE).
2022	A deep generative multimodal imaging genomics framework for Alzheimer's disease prediction. Giorgio Dolci, Md Abdur Rahaman, Jiayu Chen, Kuaikuai Duan, Zening Fu, Anees Abrol, Gloria Menegaz, and Vince D Calhoun. 2022 IEEE 22nd International Conference on Bioinformatics and Bioengineering (BIBE).