Giorgio Dolci

According to our database, Giorgio Dolci authored at least 11 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Wavelet-Based Scale-Wise Functional Connectivity Revealed Modulations Due to a $\beta$-Tau Proteins in Alzheimer's Disease.

Giorgio Dolci, Enrico Zorzi, Virginia Filippi, Silvia Saglia, Lorenza Brusini, Ilaria Boscolo Galazzo, Gloria Menegaz

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Guidelines For The Choice Of The Baseline in XAI Attribution Methods.

Cristian Morasso, Giorgio Dolci, Ilaria Boscolo Galazzo, Sergey M. Plis, Gloria Menegaz

CoRR, March, 2025

DECIFRA: Deep Extraction of Causally Informed Features via Restricted Architecture.

Pavel Popov, Cristian Morasso, Giorgio Dolci, Ilaria Boscolo Galazzo, Godfrey D. Pearlson, David Danks, Vince D. Calhoun, Gloria Menegaz, Sergey M. Plis

Proceedings of the 35th IEEE International Workshop on Machine Learning for Signal Processing, 2025

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

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

CoRR, 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

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 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

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

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

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

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

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

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, Zening Fu, Kuaikuai Duan, Gloria Menegaz, Vince D. Calhoun

Proceedings of the IEEE International Conference on Acoustics, 2023

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, Vince D. Calhoun

Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022