Search Results - "Brusini, Lorenza"

On the Viability of Diffusion MRI-Based Microstructural Biomarkers in Ischemic Stroke by Boscolo Galazzo, Ilaria, Brusini, Lorenza, Obertino, Silvia, Zucchelli, Mauro, Granziera, Cristina, Menegaz, Gloria

“…Recent tract-based analyses provided evidence for the exploitability of 3D-SHORE microstructural descriptors derived from diffusion MRI (dMRI) in revealing…”
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XAI-Based Assessment of the AMURA Model for Detecting Amyloid-β and Tau Microstructural Signatures in Alzheimer's Disease by Brusini, Lorenza, Cruciani, Federica, Dall'glio, Gabriele, Zajac, Tommaso, Boscolo Galazzo, Ilaria, Zucchelli, Mauro, Menegaz, Gloria

“…Brain microstructural changes already occur in the earliest phases of Alzheimer's disease (AD) as evidenced in diffusion magnetic resonance imaging (dMRI)…”
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Thalamus Segmentation Using Deep Learning with Diffusion MRI Data: An Open Benchmark by Pinheiro, Gustavo Retuci, Brusini, Lorenza, Carmo, Diedre, Prôa, Renata, Abreu, Thays, Appenzeller, Simone, Menegaz, Gloria, Rittner, Leticia

“…The thalamus is a subcortical brain structure linked to the motor system. Since certain changes within this structure are related to diseases, such as multiple…”
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Microstructural MRI Correlates of Cognitive Impairment in Multiple Sclerosis: The Role of Deep Gray Matter by Pitteri, Marco, Galazzo, Ilaria Boscolo, Brusini, Lorenza, Cruciani, Federica, Dapor, Caterina, Marastoni, Damiano, Menegaz, Gloria, Calabrese, Massimiliano

“…Although cognitive impairment (CI) is frequently observed in people with multiple sclerosis (pwMS), its pathogenesis is still controversial. Conflicting…”
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Monte Carlo Simulations of Water Exchange Through Myelin Wraps: Implications for Diffusion MRI by Brusini, Lorenza, Menegaz, Gloria, Nilsson, Markus

“…Diffusion magnetic resonance imaging (dMRI) yields parameters sensitive to brain tissue microstructure. A structurally important aspect of this microstructure…”
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A Systematic Review on Motor-Imagery Brain-Connectivity-Based Computer Interfaces by Brusini, Lorenza, Stival, Francesca, Setti, Francesco, Menegatti, Emanuele, Menegaz, Gloria, Storti, Silvia Francesca

“…This review article discusses the definition and implementation of brain-computer interface (BCI) system relying on brain connectivity (BC) and machine…”
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Identifying the joint signature of brain atrophy and gene variant scores in Alzheimer’s Disease by Cruciani, Federica, Aparo, Antonino, Brusini, Lorenza, Combi, Carlo, Storti, Silvia F., Giugno, Rosalba, Menegaz, Gloria, Boscolo Galazzo, Ilaria

“…The joint modeling of genetic data and brain imaging information allows for determining the pathophysiological pathways of neurodegenerative diseases such as…”
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Diffusion MRI Allows Capturing the Amyloid-β and τ Proteins Status in Alzheimer's Disease Continuum by Dolci, Giorgio, Cruciani, Federica, Brusini, Lorenza, Pini, Lorenzo, Galazzo, Ilaria Boscolo, Calhoun, Vince D., Menegaz, Gloria

“…Alzheimer's Disease (AD) is a neurodegenerative process characterized by the accumulation of amyloid-β (Aβ) and tau (τ) proteins leading to neurodegeneration…”
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What lies beneath? Diffusion EAP-based study of brain tissue microstructure by Zucchelli, Mauro, Brusini, Lorenza, Andrés Méndez, C., Daducci, Alessandro, Granziera, Cristina, Menegaz, Gloria

“…•The aim of this study is to characterize how EAP indices values change in different tissue microstructure configurations.•We calculate analytically…”
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Investigating Explainable Artificial Intelligence for MRI-based Classification of Dementia: a New Stability Criterion for Explainable Methods by Salih, Ahmed, Galazzo, Ilaria Boscolo, Cruciani, Federica, Brusini, Lorenza, Radeva, Petia

“…Individuals diagnosed with Mild Cognitive Impairment (MCI) have shown an increased risk of developing Alzheimer's Disease (AD). As such, early identification…”
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Multimodal MRI accurately identifies amyloid status in unbalanced cohorts in Alzheimer’s disease continuum by Dolci, Giorgio, Ellis, Charles A., Cruciani, Federica, Brusini, Lorenza, Abrol, Anees, Galazzo, Ilaria Boscolo, Menegaz, Gloria, Calhoun, Vince D.

“…Amyloid-β (Aβ) plaques in conjunction with hyperphosphorylated tau proteins in the form of neurofibrillary tangles are the two neuropathological hallmarks of…”
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Unraveling the MRI‐Based Microstructural Signatures Behind Primary Progressive and Relapsing–Remitting Multiple Sclerosis Phenotypes by 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

“…Background The mechanisms driving primary progressive and relapsing–remitting multiple sclerosis (PPMS/RRMS) phenotypes are unknown. Magnetic resonance imaging…”
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Ensemble average propagator-based detection of microstructural alterations after stroke by Brusini, Lorenza, Obertino, Silvia, Galazzo, Ilaria Boscolo, Zucchelli, Mauro, Krueger, Gunnar, Granziera, Cristina, Menegaz, Gloria

“…Purpose New analytical reconstruction techniques of diffusion weighted signal have been proposed. A previous work evidenced the exploitability of some indices…”
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Multivariate Data Analysis Suggests The Link Between Brain Microstructure And Cognitive Impairment In Multiple Sclerosis by Brusini, Lorenza, Cruciani, Federica, Galazzo, Ilaria Boscolo, Pitteri, Marco, Storti, Silvia F., Calabrese, Massimiliano, Lorenzi, Marco, Menegaz, Gloria

“…Multiple Sclerosis (MS) affects gray matter (GM), usually devoted to executive functions possibly susceptible of cognitive impairment. Potentially, diffusion…”
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Multimodal MRI Accurately Identifies Amyloid Status in Unbalanced Cohorts in Alzheimer's Disease Continuum by Dolci, Giorgio, Ellis, Charles A, Cruciani, Federica, Brusini, Lorenza, Abrol, Anees, Galazzo, Ilaria Boscolo, Menegaz, Gloria, Calhoun, Vince D

“…Amyloid-$\beta$ (A$\beta$) plaques in conjunction with hyperphosphorylated tau proteins in the form of neurofibrillary tangles are the two neuropathological…”
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Motor-imagery EEG signal decoding using multichannel-empirical wavelet transform for brain computer interfaces by Siviero, Ilaria, Brusini, Lorenza, Menegaz, Gloria, Storti, Silvia F.

“…Motor-imagery (MI) electroencephalography (EEG) signal decomposition is an emerging technique for improving the performance of brain computer interfaces…”
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Assessing Tissue Heterogeneity by non-Gaussian Measures in a Permeable Environment by Brusini, Lorenza, Menegaz, Gloria, Nilsson, Markus

“…In diffusion MRI, the deviation of the Ensemble Average Propagator (EAP) from Gaussianity conveys information about the microstructural heterogeneity within an…”
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Microstructural Description of Cerebral Tissues from Diffusion Spectrum Imaging Data by Brusini, Lorenza, Zucchelli, Mauro, Granziera, Cristina, Menegaz, Gloria

“…Micro-structural indexes based on a novel reconstruction method for diffusion MRI data have recently been proposed. Nevertheless, the validation of such…”
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Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges by Boscolo Galazzo, Ilaria, Cruciani, Federica, Brusini, Lorenza, Salih, Ahmed, Radeva, Petia, Storti, Silvia Francesca, Menegaz, Gloria

“…Marked changes occur in the brain during people's lives, and individual rates of aging have revealed pronounced differences, giving rise to subject-specific…”
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