CRUCIANI, FEDERICA
CRUCIANI, FEDERICA
DIPARTIMENTO DI INGEGNERIA PER LA MEDICINA DI INNOVAZIONE
An interpretable generative multimodal neuroimaging-genomics framework for decoding Alzheimer's disease
2024-01-01 Dolci, Giorgio; Cruciani, Federica; Rahaman, Md Abdur; Abrol, Anees; Chen, Jiayu; Fu, Zening; Galazzo, Ilaria Boscolo; Menegaz, Gloria; Calhoun, Vince D
Assessing the effects of dendritic spines plasticity using structural MRI on mice
2018-01-01 Brusini, L.; Cruciani, F.; Boscolo Galazzo, I.; Borin, Mirta; Diana, Giovanni; Galbusera, Alberto; Buffelli, M.; Gozzi, A.; Menegaz, G.
Can DTI and 3D-SHORE based indices differentiate RRMS from PMS Patients?
2019-01-01 Brusini, L; Cruciani, F; Akinci, M; Boscolo Galazzo, I; Pizzini, Fb; Jovicich, J; Storti, Sf; Calabrese, M; Menegaz, G.
Can single shell diffusion MRI detect synaptic plasticity in mice?
2019-01-01 Brusini, L.; Cruciani, F.; Boscolo Galazzo, I.; Galbusera, A.; Borin, M.; Paolone, Giovanna; Diana, G.; Buffelli, M.; Gozzi, A.; Menegaz, G.
Correlating Dti and 3d-Shore Based Indices with Neurological Disability Scores of Multiple Sclerosis Patients
2019-01-01 Akinci, Muge; Cruciani, Federica; Brusini, Lorenza; Boscolo Galazzo, Ilaria; Calabrese, Massimiliano; Jovicich, Jorge; Menegaz, Gloria
Decoding the interplay between brain structural and functional connectivity in Alzheimer’s disease.
2023-01-01 Filippi, Virginia; Paolini, E.; Cruciani, F.; Brusini, L.; Francesco Dal Santo, ; Menegaz, G.; Boscolo Galazzo, I.; Storti, S. F.
Deep Generative Transfer Learning Predicts Conversion To Alzheimer{'}S Disease From Neuroimaging Genomics Data
2023-01-01 Dolci, G.; Rahaman, M. A.; Boscolo Galazzo, I.; Cruciani, F.; Abrol, A.; Chen, J.; Fu, Z.; Duan, K.; Menegaz, G.; Calhoun, V. D.
Diffusion MRI Allows Capturing the Amyloid-β and τ Proteins Status in Alzheimer’s Disease Continuum
2024-01-01 Dolci, Giorgio; Cruciani, Federica; Brusini, Lorenza; Pini, Lorenzo; Galazzo, Ilaria Boscolo; Calhoun, Vince D.; Menegaz, Gloria
Disentangling the association between genetics and functional connectivity in Mild Cognitive Impairment
2021-01-01 Elshatoury, Heba; Cruciani, Federica; Zumerle, Francesco; Storti, Silvia F.; Altmann, Andre; Lorenzi, Marco; Anbarjafari, Gholamreza; Menegaz, Gloria; Galazzo, Ilaria Boscolo
Explainable 3D-CNN for multiple sclerosis patients stratication
2021-01-01 Cruciani, Federica; Brusini, Lorenza; Zucchelli, Mauro; Retuci Pinheiro, Gustavo; Setti, Francesco; Boscolo Galazzo, Ilaria; Deriche, Rachid; Rittner, Leticia; Calabrese, Massimiliano; Menegaz, Gloria
eXplainable AI Allows Predicting Upper Limb Rehabilitation Outcomes in Sub-Acute Stroke Patients
2023-01-01 Gandolfi, Marialuisa; Boscolo Galazzo, Ilaria; GASPARIN PAVAN, Rudy; Cruciani, Federica; Vale', Nicola; Picelli, Alessandro; Storti, Silvia Francesca; Smania, Nicola; Menegaz, Gloria
Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges
2022-01-01 Boscolo Galazzo, Ilaria; Cruciani, Federica; Brusini, Lorenza; Salih, Ahmed; Radeva, Petia; Storti, Silvia Francesca; Menegaz, Gloria
EXplainable Artificial Intelligence: enabling AI in neurosciences and beyond
2023-01-01 Cruciani, Federica
Explainable deep learning for decrypting disease signatures in multiple sclerosis
2023-01-01 Cruciani, Federica; Brusini, Lorenza; Zucchelli, Mauro; RETUCI PINHEIRO, Gustavo; Setti, Francesco; Deriche, Rachid; Rittner, Leticia; Calabrese, Massimiliano; Boscolo Galazzo, Ilaria; Menegaz, Gloria
Exploring the interplay between brain structural and functional connectivity in Alzheimer’s disease: A multivariate approach
2023-01-01 Paolini, Edoardo; Filippi, Virginia; Cruciani, Federica; Brusini, Lorenza; Menegaz, Gloria; BOSCOLO GALAZZO, Ilaria; Storti, Silvia F.
Exploring the potential of MCVAE for patients stratification and skewed data compensation across the AD continuum
2023-01-01 Cruciani, Federica; Cinquetti, Ettore; Brusini, Lorenza; Aparo, Antonino; Combi, Carlo; Boscolo Galazzo, Ilaria; Menegaz, Gloria
Identifying the joint signature of brain atrophy and gene variant scores in Alzheimer’s Disease
2024-01-01 Cruciani, Federica; Aparo, Antonino; Brusini, Lorenza; Combi, Carlo; Storti, Silvia F.; Giugno, Rosalba; Menegaz, Gloria; Boscolo Galazzo, Ilaria
Interpretable Deep Learning as a means for decrypting disease signature in Multiple Sclerosis
2021-01-01 Cruciani, Federica; Brusini, Lorenza; Zucchelli, Mauro; Retuci Pinheiro, Gustavo; Setti, Francesco; Boscolo Galazzo, Ilaria; Deriche, Rachid; Rittner, Leticia; Calabrese, Massimiliano; Menegaz, Gloria
Investigating Explainable Artificial Intelligence for MRI-based Classification of Dementia: a New Stability Criterion for Explainable Methods
2022-01-01 Salih, AHMED MAHDEE ABDO; Boscolo Galazzo, Ilaria; Cruciani, Federica; Brusini, Lorenza; Radeva, Petia
Microstructural modulations in the hippocampus allow to characterizing relapsing-remitting versus primary progressive multiple sclerosis
2021-01-01 Boscolo Galazzo, Ilaria; Brusini, Lorenza; Akinci, Muge; Cruciani, Federica; Pitteri, Marco; Ziccardi, Stefano; Bajrami, Albulena; Castellaro, Marco; Salih, Ahmed; Pizzini Francesca, B.; Jovicich, Jorge; Calabrese, Massimiliano; Menegaz, Gloria
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| An interpretable generative multimodal neuroimaging-genomics framework for decoding Alzheimer's disease | 1-gen-2024 | Dolci, Giorgio; Cruciani, Federica; Rahaman, Md Abdur; Abrol, Anees; Chen, Jiayu; Fu, Zening; Galazzo, Ilaria Boscolo; Menegaz, Gloria; Calhoun, Vince D | |
| Assessing the effects of dendritic spines plasticity using structural MRI on mice | 1-gen-2018 | Brusini, L.; Cruciani, F.; Boscolo Galazzo, I.; Borin, Mirta; Diana, Giovanni; Galbusera, Alberto; Buffelli, M.; Gozzi, A.; Menegaz, G. | |
| Can DTI and 3D-SHORE based indices differentiate RRMS from PMS Patients? | 1-gen-2019 | Brusini, L; Cruciani, F; Akinci, M; Boscolo Galazzo, I; Pizzini, Fb; Jovicich, J; Storti, Sf; Calabrese, M; Menegaz, G. | |
| Can single shell diffusion MRI detect synaptic plasticity in mice? | 1-gen-2019 | Brusini, L.; Cruciani, F.; Boscolo Galazzo, I.; Galbusera, A.; Borin, M.; Paolone, Giovanna; Diana, G.; Buffelli, M.; Gozzi, A.; Menegaz, G. | |
| Correlating Dti and 3d-Shore Based Indices with Neurological Disability Scores of Multiple Sclerosis Patients | 1-gen-2019 | Akinci, Muge; Cruciani, Federica; Brusini, Lorenza; Boscolo Galazzo, Ilaria; Calabrese, Massimiliano; Jovicich, Jorge; Menegaz, Gloria | |
| Decoding the interplay between brain structural and functional connectivity in Alzheimer’s disease. | 1-gen-2023 | Filippi, Virginia; Paolini, E.; Cruciani, F.; Brusini, L.; Francesco Dal Santo, ; Menegaz, G.; Boscolo Galazzo, I.; Storti, S. F. | |
| Deep Generative Transfer Learning Predicts Conversion To Alzheimer{'}S Disease From Neuroimaging Genomics Data | 1-gen-2023 | Dolci, G.; Rahaman, M. A.; Boscolo Galazzo, I.; Cruciani, F.; Abrol, A.; Chen, J.; Fu, Z.; Duan, K.; Menegaz, G.; Calhoun, V. D. | |
| Diffusion MRI Allows Capturing the Amyloid-β and τ Proteins Status in Alzheimer’s Disease Continuum | 1-gen-2024 | Dolci, Giorgio; Cruciani, Federica; Brusini, Lorenza; Pini, Lorenzo; Galazzo, Ilaria Boscolo; Calhoun, Vince D.; Menegaz, Gloria | |
| Disentangling the association between genetics and functional connectivity in Mild Cognitive Impairment | 1-gen-2021 | Elshatoury, Heba; Cruciani, Federica; Zumerle, Francesco; Storti, Silvia F.; Altmann, Andre; Lorenzi, Marco; Anbarjafari, Gholamreza; Menegaz, Gloria; Galazzo, Ilaria Boscolo | |
| Explainable 3D-CNN for multiple sclerosis patients stratication | 1-gen-2021 | Cruciani, Federica; Brusini, Lorenza; Zucchelli, Mauro; Retuci Pinheiro, Gustavo; Setti, Francesco; Boscolo Galazzo, Ilaria; Deriche, Rachid; Rittner, Leticia; Calabrese, Massimiliano; Menegaz, Gloria | |
| eXplainable AI Allows Predicting Upper Limb Rehabilitation Outcomes in Sub-Acute Stroke Patients | 1-gen-2023 | Gandolfi, Marialuisa; Boscolo Galazzo, Ilaria; GASPARIN PAVAN, Rudy; Cruciani, Federica; Vale', Nicola; Picelli, Alessandro; Storti, Silvia Francesca; Smania, Nicola; Menegaz, Gloria | |
| Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges | 1-gen-2022 | Boscolo Galazzo, Ilaria; Cruciani, Federica; Brusini, Lorenza; Salih, Ahmed; Radeva, Petia; Storti, Silvia Francesca; Menegaz, Gloria | |
| EXplainable Artificial Intelligence: enabling AI in neurosciences and beyond | 1-gen-2023 | Cruciani, Federica | |
| Explainable deep learning for decrypting disease signatures in multiple sclerosis | 1-gen-2023 | Cruciani, Federica; Brusini, Lorenza; Zucchelli, Mauro; RETUCI PINHEIRO, Gustavo; Setti, Francesco; Deriche, Rachid; Rittner, Leticia; Calabrese, Massimiliano; Boscolo Galazzo, Ilaria; Menegaz, Gloria | |
| Exploring the interplay between brain structural and functional connectivity in Alzheimer’s disease: A multivariate approach | 1-gen-2023 | Paolini, Edoardo; Filippi, Virginia; Cruciani, Federica; Brusini, Lorenza; Menegaz, Gloria; BOSCOLO GALAZZO, Ilaria; Storti, Silvia F. | |
| Exploring the potential of MCVAE for patients stratification and skewed data compensation across the AD continuum | 1-gen-2023 | Cruciani, Federica; Cinquetti, Ettore; Brusini, Lorenza; Aparo, Antonino; Combi, Carlo; Boscolo Galazzo, Ilaria; Menegaz, Gloria | |
| Identifying the joint signature of brain atrophy and gene variant scores in Alzheimer’s Disease | 1-gen-2024 | Cruciani, Federica; Aparo, Antonino; Brusini, Lorenza; Combi, Carlo; Storti, Silvia F.; Giugno, Rosalba; Menegaz, Gloria; Boscolo Galazzo, Ilaria | |
| Interpretable Deep Learning as a means for decrypting disease signature in Multiple Sclerosis | 1-gen-2021 | Cruciani, Federica; Brusini, Lorenza; Zucchelli, Mauro; Retuci Pinheiro, Gustavo; Setti, Francesco; Boscolo Galazzo, Ilaria; Deriche, Rachid; Rittner, Leticia; Calabrese, Massimiliano; Menegaz, Gloria | |
| Investigating Explainable Artificial Intelligence for MRI-based Classification of Dementia: a New Stability Criterion for Explainable Methods | 1-gen-2022 | Salih, AHMED MAHDEE ABDO; Boscolo Galazzo, Ilaria; Cruciani, Federica; Brusini, Lorenza; Radeva, Petia | |
| Microstructural modulations in the hippocampus allow to characterizing relapsing-remitting versus primary progressive multiple sclerosis | 1-gen-2021 | Boscolo Galazzo, Ilaria; Brusini, Lorenza; Akinci, Muge; Cruciani, Federica; Pitteri, Marco; Ziccardi, Stefano; Bajrami, Albulena; Castellaro, Marco; Salih, Ahmed; Pizzini Francesca, B.; Jovicich, Jorge; Calabrese, Massimiliano; Menegaz, Gloria |