Federica Cruciani

18 papers B 1Journal 6Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Linking dynamic connectivity states to cognitive decline and anatomical changes in Alzheimer's disease.
NeuroImage
Jacopo Tessadori, Ilaria Boscolo Galazzo, Silvia Francesca Storti, Lorenzo Pini, Lorenza Brusini, Federica Cruciani, Diego Sona, Gloria Menegaz, Vittorio Murino
2024 J jnl
An interpretable generative multimodal neuroimaging-genomics framework for decoding Alzheimer's disease.
CoRR
Giorgio Dolci, Federica Cruciani, Md Abdur Rahaman, Anees Abrol, Jiayu Chen, Zening Fu, Ilaria Boscolo Galazzo, Gloria Menegaz, Vince D. Calhoun
2024 — conf
Diffusion MRI Allows Capturing the Amyloid-β and τ Proteins Status in Alzheimer's Disease Continuum.
ISBI
Giorgio Dolci, Federica Cruciani, Lorenza Brusini, Lorenzo Pini, Ilaria Boscolo Galazzo, Vince D. Calhoun, Gloria Menegaz
2024 J jnl
Identifying the joint signature of brain atrophy and gene variant scores in Alzheimer's Disease.
J. Biomed. Informatics
Federica Cruciani, Antonino Aparo, Lorenza Brusini, Carlo Combi, Silvia Francesca Storti, Rosalba Giugno, Gloria Menegaz, Ilaria Boscolo Galazzo
2024 — conf
Integrated Gradients Demystified: An MRI Case Study on Aβ-T Protein Localization.
MetroXRAINE
Giorgio Dolci, Cristian Morasso, Federica Cruciani, Lorenza Brusini, Lorenzo Pini, Vince D. Calhoun, Ilaria Boscolo Galazzo, Gloria Menegaz
2024 J jnl
Multimodal MRI-based Detection of Amyloid Status in Alzheimer's Disease Continuum.
CoRR
Giorgio Dolci, Charles A. Ellis, Federica Cruciani, Lorenza Brusini, Anees Abrol, Ilaria Boscolo Galazzo, Gloria Menegaz, Vince D. Calhoun
2024 — conf
Polygenic Risk Scores are Associated to Aβ-τ Protein Accumulation in Alzheimer's Disease.
MetroXRAINE
Irene Treccani, Giorgio Dolci, Lorenza Brusini, Federica Cruciani, Ilaria Boscolo Galazzo, Gloria Menegaz
2023 — conf
Deep Generative Transfer Learning Predicts Conversion To Alzheimer'S Disease From Neuroimaging Genomics Data.
ICASSP Workshops
Giorgio Dolci, Md Abdur Rahaman, Ilaria Boscolo Galazzo, Federica Cruciani, Anees Abrol, Jiayu Chen, Zening Fu, Kuaikuai Duan, Gloria Menegaz, Vince D. Calhoun
2023 — conf
Objective Assessment of the Bias Introduced by Baseline Signals in XAI Attribution Methods.
MetroXRAINE
Giorgio Dolci, Federica Cruciani, Ilaria Boscolo Galazzo, Vince D. Calhoun, Gloria Menegaz
2023 J jnl
eXplainable AI Allows Predicting Upper Limb Rehabilitation Outcomes in Sub-Acute Stroke Patients.
IEEE J. Biomed. Health Informatics
Marialuisa Gandolfi, Ilaria Boscolo Galazzo, Rudy Gasparin Pavan, Federica Cruciani, Nicola Valè, Alessandro Picelli, Silvia Francesca Storti, Nicola Smania, Gloria Menegaz
2022 J jnl
Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges.
IEEE Signal Process. Mag.
Ilaria Boscolo Galazzo, Federica Cruciani, Lorenza Brusini, Ahmed M. Salih, Petia Radeva, Silvia Francesca Storti, Gloria Menegaz
2022 B conf
Investigating Explainable Artificial Intelligence for MRI-based Classification of Dementia: a New Stability Criterion for Explainable Methods.
ICIP
Ahmed M. Salih, Ilaria Boscolo Galazzo, Federica Cruciani, Lorenza Brusini, Petia Radeva
2022 — conf
What PLS can still do for Imaging Genetics in Alzheimer's disease.
BHI
Federica Cruciani, André Altmann, Marco Lorenzi, Gloria Menegaz, Ilaria Boscolo Galazzo
2021 — conf
Disentangling the association between genetics and functional connectivity in Mild Cognitive Impairment.
BHI
Heba Elshatoury, Federica Cruciani, Francesco Zumerle, Silvia Francesca Storti, André Altmann, Marco Lorenzi, Gholamreza Anbarjafari, Gloria Menegaz, Ilaria Boscolo Galazzo
2021 — conf
Multivariate Data Analysis Suggests The Link Between Brain Microstructure And Cognitive Impairment In Multiple Sclerosis.
ISBI
Lorenza Brusini, Federica Cruciani, Ilaria Boscolo Galazzo, Marco Pitteri, Silvia Francesca Storti, Massimiliano Calabrese, Marco Lorenzi, Gloria Menegaz
2020 — conf
Explainable 3D-CNN for Multiple Sclerosis Patients Stratification.
ICPR Workshops (3)
Federica Cruciani, Lorenza Brusini, Mauro Zucchelli, Gustavo Retuci Pinheiro, Francesco Setti, Ilaria Boscolo Galazzo, Rachid Deriche, Letícia Rittner, Massimiliano Calabrese, Gloria Menegaz
2020 — conf
Microstructural Modulations in the Hippocampus Allow to Characterizing Relapsing-Remitting Versus Primary Progressive Multiple Sclerosis.
BrainLes@MICCAI (1)
Lorenza Brusini, Ilaria Boscolo Galazzo, Muge Akinci, Federica Cruciani, Marco Pitteri, Stefano Ziccardi, Albulena Bajrami, Marco Castellaro, Ahmed M. Salih, Francesca B. Pizzini, Jorge Jovicich, Massimiliano Calabrese, Gloria Menegaz
2019 — conf
Can Single Shell Diffusion MRI Detect Synaptic Plasticity in Mice?
ISBI
Lorenza Brusini, Federica Cruciani, Ilaria Boscolo Galazzo, Alberto Galbusera, Mirta Borin, Giovanna Paolone, Giovanni Diana, Mario Buffelli, Alessandro Gozzi, Gloria Menegaz