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Federica Cruciani
Federica Cruciani
Postdoc research fellow, University of Verona
Verified email at univr.it
Title
Cited by
Cited by
Year
Explainable artificial intelligence for magnetic resonance imaging aging brainprints: Grounds and challenges
IB Galazzo, F Cruciani, L Brusini, A Salih, P Radeva, SF Storti, ...
IEEE Signal Processing Magazine 39 (2), 99-116, 2022
202022
Interpretable deep learning as a means for decrypting disease signature in multiple sclerosis
F Cruciani, L Brusini, M Zucchelli, GR Pinheiro, F Setti, IB Galazzo, ...
Journal of Neural Engineering 18 (4), 0460a6, 2021
172021
eXplainable AI allows predicting upper limb rehabilitation outcomes in sub-acute stroke patients
M Gandolfi, IB Galazzo, RG Pavan, F Cruciani, N Vale, A Picelli, SF Storti, ...
IEEE Journal of Biomedical and Health Informatics 27 (1), 263-273, 2022
132022
Investigating explainable artificial intelligence for mri-based classification of dementia: a new stability criterion for explainable methods
A Salih, IB Galazzo, F Cruciani, L Brusini, P Radeva
2022 IEEE International Conference on Image Processing (ICIP), 4003-4007, 2022
72022
Multivariate data analysis suggests the link between brain microstructure and cognitive impairment in multiple sclerosis
L Brusini, F Cruciani, IB Galazzo, M Pitteri, SF Storti, M Calabrese, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 685-688, 2021
72021
Unraveling the MRI‐Based Microstructural Signatures Behind Primary Progressive and Relapsing–Remitting Multiple Sclerosis Phenotypes
I Boscolo Galazzo, L Brusini, M Akinci, F Cruciani, M Pitteri, S Ziccardi, ...
Journal of Magnetic Resonance Imaging 55 (1), 154-163, 2022
62022
Disentangling the association between genetics and functional connectivity in Mild Cognitive Impairment
H Elshatoury, F Cruciani, F Zumerle, SF Storti, A Altmann, M Lorenzi, ...
2021 IEEE EMBS International Conference on Biomedical and Health Informatics …, 2021
52021
Microstructural MRI correlates of cognitive impairment in multiple sclerosis: The role of deep gray matter
M Pitteri, IB Galazzo, L Brusini, F Cruciani, C Dapor, D Marastoni, ...
Diagnostics 11 (6), 1103, 2021
52021
What PLS can still do for Imaging Genetics in Alzheimer's disease
F Cruciani, A Altmann, M Lorenzi, G Menegaz, IB Galazzo
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2022
42022
Explainable 3D-CNN for multiple sclerosis patients stratification
F Cruciani, L Brusini, M Zucchelli, G Retuci Pinheiro, F Setti, ...
International Conference on Pattern Recognition, 103-114, 2021
42021
Explainable deep learning for decrypting disease signatures in multiple sclerosis
F Cruciani, L Brusini, M Zucchelli, GR Pinheiro, F Setti, R Deriche, ...
Explainable Deep Learning AI, 97-123, 2023
22023
Microstructural modulations in the hippocampus allow to characterizing relapsing-remitting versus primary progressive multiple sclerosis
L Brusini, I Boscolo Galazzo, M Akinci, F Cruciani, M Pitteri, S Ziccardi, ...
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2021
22021
Deep Generative Transfer Learning Predicts Conversion To Alzheimer’S Disease From Neuroimaging Genomics Data
G Dolci, MA Rahaman, IB Galazzo, F Cruciani, A Abrol, J Chen, Z Fu, ...
2023 IEEE International Conference on Acoustics, Speech, and Signal …, 2023
12023
Identifying the joint signature of brain atrophy and gene variant scores in Alzheimer’s Disease
F Cruciani, A Aparo, L Brusini, C Combi, SF Storti, R Giugno, G Menegaz, ...
Journal of Biomedical Informatics 149, 104569, 2024
2024
Objective Assessment of the Bias Introduced by Baseline Signals in XAI Attribution Methods
G Dolci, F Cruciani, IB Galazzo, VD Calhoun, G Menegaz
2023 IEEE International Conference on Metrology for eXtended Reality …, 2023
2023
Exploring the potential of MCVAE for patients stratification and skewed data compensation across the AD continuum
F Cruciani, E Cinquetti, L Brusini, A Aparo, C Combi, I Boscolo Galazzo, ...
EIGHTH NATIONAL CONGRESS OF BIOENGINEERING Proceedings, 1-4, 2023
2023
Decoding the interplay between brain structural and functional connectivity in Alzheimer’s disease.
F Virginia, E Paolini, F Cruciani, L Brusini, F Dal Santo, G Menegaz, ...
EIGHTH NATIONAL CONGRESS OF BIOENGINEERING Proceedings, 1-4, 2023
2023
EXplainable Artificial Intelligence: enabling AI in neurosciences and beyond
F Cruciani
2023
Can Single Shell Diffusion MRI Detect Synaptic Plasticity in Mice?
L Brusini, F Cruciani, IB Galazzo, A Galbusera, M Borin, G Paolone, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
2019
Correlating Dti and 3d-Shore Based Indices with Neurological Disability Scores of Multiple Sclerosis Patients
A Muge, F Cruciani, L Brusini, I Boscolo Galazzo, M Calabrese, J Jorge, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 1-1, 2019
2019
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