XAI-Based Assessment of the AMURA Model for Detecting Amyloid-β and Tau Microstructural Signatures in Alzheimer's Disease
Brusini, Lorenza, Cruciani, Federica, Dall'glio, Gabriele, Zajac, Tommaso, Boscolo Galazzo, Ilaria, Zucchelli, Mauro, Menegaz, Gloria
Published in IEEE journal of translational engineering in health and medicine (2024)
Published in IEEE journal of translational engineering in health and medicine (2024)
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Journal Article
Microstructural MRI Correlates of Cognitive Impairment in Multiple Sclerosis: The Role of Deep Gray Matter
Pitteri, Marco, Galazzo, Ilaria Boscolo, Brusini, Lorenza, Cruciani, Federica, Dapor, Caterina, Marastoni, Damiano, Menegaz, Gloria, Calabrese, Massimiliano
Published in Diagnostics (Basel) (16.06.2021)
Published in Diagnostics (Basel) (16.06.2021)
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Journal Article
Monte Carlo Simulations of Water Exchange Through Myelin Wraps: Implications for Diffusion MRI
Brusini, Lorenza, Menegaz, Gloria, Nilsson, Markus
Published in IEEE transactions on medical imaging (01.06.2019)
Published in IEEE transactions on medical imaging (01.06.2019)
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Journal Article
Identifying the joint signature of brain atrophy and gene variant scores in Alzheimer’s Disease
Cruciani, Federica, Aparo, Antonino, Brusini, Lorenza, Combi, Carlo, Storti, Silvia F., Giugno, Rosalba, Menegaz, Gloria, Boscolo Galazzo, Ilaria
Published in Journal of biomedical informatics (01.01.2024)
Published in Journal of biomedical informatics (01.01.2024)
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Journal Article
Diffusion MRI Allows Capturing the Amyloid-β and τ Proteins Status in Alzheimer's Disease Continuum
Dolci, Giorgio, Cruciani, Federica, Brusini, Lorenza, Pini, Lorenzo, Galazzo, Ilaria Boscolo, Calhoun, Vince D., Menegaz, Gloria
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
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Conference Proceeding
What lies beneath? Diffusion EAP-based study of brain tissue microstructure
Zucchelli, Mauro, Brusini, Lorenza, Andrés Méndez, C., Daducci, Alessandro, Granziera, Cristina, Menegaz, Gloria
Published in Medical image analysis (01.08.2016)
Published in Medical image analysis (01.08.2016)
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Journal Article
Investigating Explainable Artificial Intelligence for MRI-based Classification of Dementia: a New Stability Criterion for Explainable Methods
Salih, Ahmed, Galazzo, Ilaria Boscolo, Cruciani, Federica, Brusini, Lorenza, Radeva, Petia
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
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Conference Proceeding
Interpretable Deep Learning as a mean for decrypting disease signature in Multiple Sclerosis
Cruciani, Federica, Brusini, Lorenza, Zucchelli, Mauro, Retuci Pinheiro, Gustavo, Setti, Francesco, Boscolo Galazzo, Ilaria, Deriche, Rachid, Rittner, Leticia, Calabrese, Massimiliano, Menegaz, Gloria
Published in Journal of neural engineering (19.07.2021)
Published in Journal of neural engineering (19.07.2021)
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Journal Article
Unraveling the MRI‐Based Microstructural Signatures Behind Primary Progressive and Relapsing–Remitting Multiple Sclerosis Phenotypes
Boscolo Galazzo, Ilaria, Brusini, Lorenza, Akinci, Muge, Cruciani, Federica, Pitteri, Marco, Ziccardi, Stefano, Bajrami, Albulena, Castellaro, Marco, Salih, Ahmed M.A., Pizzini, Francesca B., Jovicich, Jorge, Calabrese, Massimiliano, Menegaz, Gloria
Published in Journal of magnetic resonance imaging (01.01.2022)
Published in Journal of magnetic resonance imaging (01.01.2022)
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Journal Article
Ensemble average propagator-based detection of microstructural alterations after stroke
Brusini, Lorenza, Obertino, Silvia, Galazzo, Ilaria Boscolo, Zucchelli, Mauro, Krueger, Gunnar, Granziera, Cristina, Menegaz, Gloria
Published in International journal for computer assisted radiology and surgery (01.09.2016)
Published in International journal for computer assisted radiology and surgery (01.09.2016)
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Journal Article
Multivariate Data Analysis Suggests The Link Between Brain Microstructure And Cognitive Impairment In Multiple Sclerosis
Brusini, Lorenza, Cruciani, Federica, Galazzo, Ilaria Boscolo, Pitteri, Marco, Storti, Silvia F., Calabrese, Massimiliano, Lorenzi, Marco, Menegaz, Gloria
Published in 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) (13.04.2021)
Published in 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) (13.04.2021)
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Conference Proceeding
Explainable 3D-CNN for Multiple Sclerosis Patients Stratification
Cruciani, Federica, Brusini, Lorenza, Zucchelli, Mauro, Retuci Pinheiro, Gustavo, Setti, Francesco, Boscolo Galazzo, Ilaria, Deriche, Rachid, Rittner, Leticia, Calabrese, Massimiliano, Menegaz, Gloria
Published in Pattern Recognition. ICPR International Workshops and Challenges
Published in Pattern Recognition. ICPR International Workshops and Challenges
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Book Chapter
Microstructural Modulations in the Hippocampus Allow to Characterizing Relapsing-Remitting Versus Primary Progressive Multiple Sclerosis
Brusini, Lorenza, Boscolo Galazzo, Ilaria, Akinci, Muge, Cruciani, Federica, Pitteri, Marco, Ziccardi, Stefano, Bajrami, Albulena, Castellaro, Marco, Salih, Ahmed M. A., Pizzini, Francesca B., Jovicich, Jorge, Calabrese, Massimiliano, Menegaz, Gloria
Published in Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
Published in Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
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Book Chapter
Assessment of Mean Apparent Propagator-Based Indices as Biomarkers of Axonal Remodeling after Stroke
Brusini, Lorenza, Obertino, Silvia, Zucchelli, Mauro, Galazzo, Ilaria Boscolo, Krueger, Gunnar, Granziera, Cristina, Menegaz, Gloria
Published in Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015
Published in Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015
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Book Chapter
Multimodal MRI-based Detection of Amyloid Status in Alzheimer's Disease Continuum
Dolci, Giorgio, Ellis, Charles A, Cruciani, Federica, Brusini, Lorenza, Abrol, Anees, Galazzo, Ilaria Boscolo, Menegaz, Gloria, Calhoun, Vince D
Year of Publication 19.06.2024
Year of Publication 19.06.2024
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Journal Article
Motor-imagery EEG signal decoding using multichannel-empirical wavelet transform for brain computer interfaces
Siviero, Ilaria, Brusini, Lorenza, Menegaz, Gloria, Storti, Silvia F.
Published in 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (27.09.2022)
Published in 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (27.09.2022)
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Conference Proceeding