Cargando…

Prediction of the information processing speed performance in multiple sclerosis using a machine learning approach in a large multicenter magnetic resonance imaging data set

Many patients with multiple sclerosis (MS) experience information processing speed (IPS) deficits, and the Symbol Digit Modalities Test (SDMT) has been recommended as a valid screening test. Magnetic resonance imaging (MRI) has markedly improved the understanding of the mechanisms associated with co...

Descripción completa

Detalles Bibliográficos
Autores principales:	Marzi, Chiara, d'Ambrosio, Alessandro, Diciotti, Stefano, Bisecco, Alvino, Altieri, Manuela, Filippi, Massimo, Rocca, Maria Assunta, Storelli, Loredana, Pantano, Patrizia, Tommasin, Silvia, Cortese, Rosa, De Stefano, Nicola, Tedeschi, Gioacchino, Gallo, Antonio
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	John Wiley & Sons, Inc. 2022
Materias:	Research Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9783441/ https://www.ncbi.nlm.nih.gov/pubmed/36255155 http://dx.doi.org/10.1002/hbm.26106

Ejemplares similares

Resting-state functional MRI in multicenter studies on multiple sclerosis: a report on raw data quality and functional connectivity features from the Italian Neuroimaging Network Initiative
por: De Rosa, Alessandro Pasquale, et al.
Publicado: (2022)

Correction to: Resting-state functional MRI in multicenter studies on multiple sclerosis: a report on raw data quality and functional connectivity features from the Italian Neuroimaging Network Initiative
por: De Rosa, Alessandro Pasquale, et al.
Publicado: (2023)

Psychological consequences of COVID-19 pandemic on people with multiple sclerosis: A meta-analytic study
por: Altieri, Manuela, et al.
Publicado: (2021)

The psychological impact of Covid-19 pandemic on people with Multiple Sclerosis: A meta-analysis
por: Altieri, Manuela, et al.
Publicado: (2022)

Relation of sensorimotor and cognitive cerebellum functional connectivity with brain structural damage in patients with multiple sclerosis and no disability
por: Tommasin, Silvia, et al.
Publicado: (2022)

Psychological consequences of COVID-19 pandemic in Italian MS patients: signs of resilience?
por: Capuano, Rocco, et al.
Publicado: (2020)

Persistent aura-like visual phenomenon as the unique manifestation of COVID-19 post-infectious white matter lesion: A case report
por: Matrone, Federica, et al.
Publicado: (2021)

Humoral response and safety of the third booster dose of BNT162b2 mRNA COVID-19 vaccine in patients with multiple sclerosis treated with ocrelizumab or fingolimod
por: Capuano, Rocco, et al.
Publicado: (2022)

Functional Plasticity of the Visual System in Multiple Sclerosis
por: Gallo, Antonio, et al.
Publicado: (2015)

Preliminary evidence of blunted humoral response to SARS-Cov-2 (MRNA) vaccine in multiple sclerosis patients treated with ocrelizumab
por: Gallo, Antonio, et al.
Publicado: (2021)

Preliminary evidence of blunted humoral response to SARS-CoV-2 mRNA vaccine in multiple sclerosis patients treated with ocrelizumab
por: Gallo, Antonio, et al.
Publicado: (2021)

Resting-State Functional Correlates of Social Cognition in Multiple Sclerosis: An Explorative Study
por: Bisecco, Alvino, et al.
Publicado: (2020)

Humoral response to SARS-CoV-2 mRNA vaccine in patients with multiple sclerosis treated with natalizumab
por: Capuano, Rocco, et al.
Publicado: (2021)

Six-month humoral response to mRNA SARS-CoV-2 vaccination in patients with multiple sclerosis treated with ocrelizumab and fingolimod
por: Capuano, Rocco, et al.
Publicado: (2022)

Epidemiologic Data of Vitamin D Deficiency and Its Implication in Cardio-Cerebrovascular Risk in a Southern Italian Population
por: Capuano, Rocco, et al.
Publicado: (2021)

Six-month humoral response to BNT162b2 mRNA COVID-19 vaccine in people with multiple sclerosis treated with natalizumab
por: Altieri, Manuela, et al.
Publicado: (2022)

Prevalence and predictors of bowel dysfunction in a large multiple sclerosis outpatient population: an Italian multicenter study
por: Alvino, Bisecco, et al.
Publicado: (2021)

Correction to: Prevalence and predictors of bowel dysfunction in a large multiple sclerosis outpatient population: an Italian multicenter study
por: Bisecco, Alvino, et al.
Publicado: (2022)

Multidimensional assessment of the effects of erenumab in chronic migraine patients with previous unsuccessful preventive treatments: a comprehensive real-world experience
por: Russo, Antonio, et al.
Publicado: (2020)

Exploring the Association of HLA Genetic Risk Burden on Thalamic and Hippocampal Atrophy in Multiple Sclerosis Patients
por: Santoro, Silvia, et al.
Publicado: (2022)

The insula modulates the effects of aerobic training on cardiovascular function and ambulation in multiple sclerosis
por: Albergoni, Matteo, et al.
Publicado: (2022)

Stimulated single-fiber electromyography (sSFEMG) in Lambert-Eaton syndrome
por: Todisco, Vincenzo, et al.
Publicado: (2018)

The Role of fMRI in the Assessment of Neuroplasticity in MS: A Systematic Review
por: Laura, De Giglio, et al.
Publicado: (2018)

Erratum to “The Role of fMRI in the Assessment of Neuroplasticity in MS: A Systematic Review”
por: De Giglio, Laura, et al.
Publicado: (2019)

Apathy Is Correlated with Widespread Diffusion Tensor Imaging (DTI) Impairment in Amyotrophic Lateral Sclerosis
por: Femiano, Cinzia, et al.
Publicado: (2018)

Toward a more reliable characterization of fractal properties of the cerebral cortex of healthy subjects during the lifespan
por: Marzi, Chiara, et al.
Publicado: (2020)

Prognostic Markers of Ocrelizumab Effectiveness in Multiple Sclerosis: A Real World Observational Multicenter Study
por: Lanzillo, Roberta, et al.
Publicado: (2022)

Publisher Correction: Resting state alpha oscillatory activity is a valid and reliable marker of schizotypy
por: Trajkovic, Jelena, et al.
Publicado: (2021)

Resting state alpha oscillatory activity is a valid and reliable marker of schizotypy
por: Trajkovic, Jelena, et al.
Publicado: (2021)

Neuroimaging advances in Parkinson's disease with freezing of gait: A systematic review
por: Bharti, Komal, et al.
Publicado: (2019)

Fractal dimension of cerebral white matter: A consistent feature for prediction of the cognitive performance in patients with small vessel disease and mild cognitive impairment
por: Pantoni, Leonardo, et al.
Publicado: (2019)

White matter alterations in drug-naïve children with Tourette syndrome and obsessive-compulsive disorder
por: Bharti, Komal, et al.
Publicado: (2022)

The Cerebellum in Drug-naive Children with Tourette Syndrome and Obsessive–Compulsive Disorder
por: Tikoo, Sankalp, et al.
Publicado: (2021)

Lung Cancer Cells Infiltration into a Mandibular Follicular Cyst
por: Marelli, Stefano, et al.
Publicado: (2023)

Handedness Side and Magnetization Transfer Ratio in the Primary Sensorimotor Cortex Central Sulcus
por: Mascalchi, Mario, et al.
Publicado: (2019)

Corrigendum to “Handedness Side and Magnetization Transfer Ratio in the Primary Sensorimotor Cortex Central Sulcus”
por: Mascalchi, Mario, et al.
Publicado: (2020)

MAGNIMS recommendations for harmonization of MRI data in MS multicenter studies
por: De Stefano, Nicola, et al.
Publicado: (2022)

Increased Within-Network Functional Connectivity May Predict NEDA Status in Fingolimod-Treated MS Patients
por: Piervincenzi, Claudia, et al.
Publicado: (2021)

Fractal dimension of the cortical gray matter outweighs other brain MRI features as a predictor of transition to dementia in patients with mild cognitive impairment and leukoaraiosis
por: Marzi, Chiara, et al.
Publicado: (2023)

Morphostructural MRI Abnormalities Related to Neuropsychiatric Disorders Associated to Multiple Sclerosis
por: Bonavita, Simona, et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_dcf353mes5v9gan391gi75nhos