Cargando…

Machine learning can predict mild cognitive impairment in Parkinson's disease

BACKGROUND: Clinical markers of cognitive decline in Parkinson's disease (PD) encompass several mental non-motor symptoms such as hallucinations, apathy, anxiety, and depression. Furthermore, freezing of gait (FOG) and specific gait alterations have been associated with cognitive dysfunction in...

Descripción completa

Detalles Bibliográficos
Autores principales:	Amboni, Marianna, Ricciardi, Carlo, Adamo, Sarah, Nicolai, Emanuele, Volzone, Antonio, Erro, Roberto, Cuoco, Sofia, Cesarelli, Giuseppe, Basso, Luca, D'Addio, Giovanni, Salvatore, Marco, Pace, Leonardo, Barone, Paolo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Neurology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9714435/ https://www.ncbi.nlm.nih.gov/pubmed/36468069 http://dx.doi.org/10.3389/fneur.2022.1010147

Ejemplares similares

Mild Cognitive Impairment Subtypes Are Associated With Peculiar Gait Patterns in Parkinson’s Disease
por: Amboni, Marianna, et al.
Publicado: (2022)

Gait Analysis in Progressive Supranuclear Palsy Phenotypes
por: Picillo, Marina, et al.
Publicado: (2021)

Interplay between gait and neuropsychiatric symptoms in Parkinson’s Disease
por: Russo, Michela, et al.
Publicado: (2022)

Gait analysis may distinguish progressive supranuclear palsy and Parkinson disease since the earliest stages
por: Amboni, Marianna, et al.
Publicado: (2021)

Statistical Analysis and Kinematic Assessment of Upper Limb Reaching Task in Parkinson’s Disease
por: Ponsiglione, Alfonso Maria, et al.
Publicado: (2022)

A Machine Learning Approach to Predict the Rehabilitation Outcome in Convalescent COVID-19 Patients
por: Adamo, Sarah, et al.
Publicado: (2022)

Relationship Between Orthostatic Hypotension and Cognitive Functions in Multiple System Atrophy: A Longitudinal Study
por: Cuoco, Sofia, et al.
Publicado: (2021)

Sex Differences in Parkinson’s Disease: From Bench to Bedside
por: Russillo, Maria Claudia, et al.
Publicado: (2022)

Combined regional T1w/T2w ratio and voxel-based morphometry in multiple system atrophy: A follow-up study
por: Ponticorvo, Sara, et al.
Publicado: (2022)

Reducing the Healthcare-Associated Infections in a Rehabilitation Hospital under the Guidance of Lean Six Sigma and DMAIC
por: Cesarelli, Giuseppe, et al.
Publicado: (2021)

Identification of a Gait Pattern for Detecting Mild Cognitive Impairment in Parkinson’s Disease
por: Russo, Michela, et al.
Publicado: (2023)

The E-Textile for Biomedical Applications: A Systematic Review of Literature
por: Cesarelli, Giuseppe, et al.
Publicado: (2021)

Resilience and Trauma among Patients with Parkinson’s Disease during the COVID-19 Pandemic
por: Erro, Roberto, et al.
Publicado: (2022)

Machine learning to predict mortality after rehabilitation among patients with severe stroke
por: Scrutinio, Domenico, et al.
Publicado: (2020)

Design and Validation of an E-Textile-Based Wearable Sock for Remote Gait and Postural Assessment
por: Amitrano, Federica, et al.
Publicado: (2020)

Bipolar Disorder and Parkinson's Disease: A (123)I-Ioflupane Dopamine Transporter SPECT Study
por: Erro, Roberto, et al.
Publicado: (2021)

Extracting Features from Poincaré Plots to Distinguish Congestive Heart Failure Patients According to NYHA Classes
por: D’Addio, Giovanni, et al.
Publicado: (2021)

Screening performances of an 8-item UPSIT Italian version in the diagnosis of Parkinson’s disease
por: Landolfi, Annamaria, et al.
Publicado: (2022)

A Logistic Regression Model for Biomechanical Risk Classification in Lifting Tasks
por: Donisi, Leandro, et al.
Publicado: (2022)

Phenomenological models of Na(V)1.5. A side by side, procedural, hands-on comparison between Hodgkin-Huxley and kinetic formalisms
por: Andreozzi, Emilio, et al.
Publicado: (2019)

Work-Related Risk Assessment According to the Revised NIOSH Lifting Equation: A Preliminary Study Using a Wearable Inertial Sensor and Machine Learning
por: Donisi, Leandro, et al.
Publicado: (2021)

The language profile in multiple system atrophy: an exploratory study
por: Cuoco, Sofia, et al.
Publicado: (2021)

Efficacy and Characteristics of the Stimuli of Action Observation Therapy in Subjects With Parkinson's Disease: A Systematic Review
por: Temporiti, Federico, et al.
Publicado: (2020)

Magnetic Resonance T1w/T2w Ratio in the Putamen and Cerebellum as a Marker of Cognitive Impairment in MSA: a Longitudinal Study
por: Cuoco, Sofia, et al.
Publicado: (2022)

The Spectrum of PRRT2-Associated Disorders: Update on Clinical Features and Pathophysiology
por: Landolfi, Annamaria, et al.
Publicado: (2021)

Imaging Mild Cognitive Impairment and Dementia in Parkinson's Disease
por: Sasikumar, Sanskriti, et al.
Publicado: (2020)

Intraocular pressure and choroidal thickness postural changes in multiple system atrophy and Parkinson’s disease
por: De Bernardo, Maddalena, et al.
Publicado: (2021)

Transitional Locomotor Tasks in People With Mild to Moderate Parkinson's Disease
por: Kamieniarz, Anna, et al.
Publicado: (2020)

Feasibility, Safety, and Effectiveness of Telerehabilitation in Mild-to-Moderate Parkinson's Disease
por: Bianchini, Edoardo, et al.
Publicado: (2022)

Frequency and imaging correlates of neuropsychiatric symptoms in Progressive Supranuclear Palsy
por: Cuoco, Sofia, et al.
Publicado: (2023)

Prognostic value of 18F-FDG PET/MRI in patients with advanced oropharyngeal and hypopharyngeal squamous cell carcinoma
por: Pace, Leonardo, et al.
Publicado: (2021)

Motor Unit Discharge Variability Is Increased in Mild-To-Moderate Parkinson's Disease
por: Wilson, Jessica M., et al.
Publicado: (2020)

Changed Resting-State Brain Signal in Parkinson's Patients With Mild Depression
por: Wang, Min, et al.
Publicado: (2020)

Distinct Bile Acid Signature in Parkinson's Disease With Mild Cognitive Impairment
por: Nie, Kun, et al.
Publicado: (2022)

Should we offer deep brain stimulation to Parkinson’s disease patients with GBA mutations?
por: Artusi, Carlo Alberto, et al.
Publicado: (2023)

Influence of Drugs on Mild Cognitive Impairment in Parkinson’s Disease: Evidence from the PACOS Study
por: Cicero, Calogero Edoardo, et al.
Publicado: (2022)

A Set of Reliable Samples for the Study of Biomarkers for the Early Diagnosis of Parkinson's Disease
por: Konjevod, Marcela, et al.
Publicado: (2022)

Fist-Palm Test (FiPaT): a bedside motor tool to screen for global cognitive status
por: Cuoco, Sofia, et al.
Publicado: (2022)

Gut Microbiota Altered in Mild Cognitive Impairment Compared With Normal Cognition in Sporadic Parkinson's Disease
por: Ren, Tengzhu, et al.
Publicado: (2020)

Pisa Syndrome in Parkinson's Disease Is Associated With Specific Cognitive Alterations
por: Artusi, Carlo Alberto, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_n9kcmo2clqrp9qoahm4iilbahp