Cargando…

An artificial neural network approach to detect presence and severity of Parkinson’s disease via gait parameters

INTRODUCTION: Gait deficits are debilitating in people with Parkinson’s disease (PwPD), which inevitably deteriorate over time. Gait analysis is a valuable method to assess disease-specific gait patterns and their relationship with the clinical features and progression of the disease. OBJECTIVES: Ou...

Descripción completa

Detalles Bibliográficos
Autores principales:	Varrecchia, Tiwana, Castiglia, Stefano Filippo, Ranavolo, Alberto, Conte, Carmela, Tatarelli, Antonella, Coppola, Gianluca, Di Lorenzo, Cherubino, Draicchio, Francesco, Pierelli, Francesco, Serrao, Mariano
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7894951/ https://www.ncbi.nlm.nih.gov/pubmed/33606730 http://dx.doi.org/10.1371/journal.pone.0244396

Ejemplares similares

Gait Patterns in Patients with Hereditary Spastic Paraparesis
por: Serrao, Mariano, et al.
Publicado: (2016)

Characterizing the Gait of People With Different Types of Amputation and Prosthetic Components Through Multimodal Measurements: A Methodological Perspective
por: De Marchis, Cristiano, et al.
Publicado: (2022)

Global Muscle Coactivation of the Sound Limb in Gait of People with Transfemoral and Transtibial Amputation
por: Tatarelli, Antonella, et al.
Publicado: (2020)

Prediction of Responsiveness of Gait Variables to Rehabilitation Training in Parkinson's Disease
por: Serrao, Mariano, et al.
Publicado: (2019)

Machine Learning Approach to Support the Detection of Parkinson’s Disease in IMU-Based Gait Analysis
por: Trabassi, Dante, et al.
Publicado: (2022)

Ability of a Set of Trunk Inertial Indexes of Gait to Identify Gait Instability and Recurrent Fallers in Parkinson’s Disease
por: Castiglia, Stefano Filippo, et al.
Publicado: (2021)

Indexes for motor performance assessment in job integration/reintegration of people with neuromuscular disorders: A systematic review
por: Chini, Giorgia, et al.
Publicado: (2022)

Mechanical lifting energy consumption in work activities designed by means of the “revised NIOSH lifting equation”
por: RANAVOLO, Alberto, et al.
Publicado: (2017)

Progressive Modular Rebalancing System and Visual Cueing for Gait Rehabilitation in Parkinson's Disease: A Pilot, Randomized, Controlled Trial With Crossover
por: Serrao, Mariano, et al.
Publicado: (2019)

Wearable Monitoring Devices for Biomechanical Risk Assessment at Work: Current Status and Future Challenges—A Systematic Review
por: Alberto, Ranavolo, et al.
Publicado: (2018)

Erratum: Alberto, R. et al., Wearable Monitoring Devices for Biomechanical Risk Assessment at Work: Current Status and Future Challenges—A Systematic Review. Int. J. Environ. Res. Public Health 2018, 15, 2001
por: Ranavolo, Alberto, et al.
Publicado: (2018)

Dataset on gait patterns in degenerative neurological diseases
por: Serrao, Mariano, et al.
Publicado: (2017)

Trunk Muscle Coactivation in People with and without Low Back Pain during Fatiguing Frequency-Dependent Lifting Activities
por: Varrecchia, Tiwana, et al.
Publicado: (2022)

Critical Issues and Imminent Challenges in the Use of sEMG in Return-To-Work Rehabilitation of Patients Affected by Neurological Disorders in the Epoch of Human–Robot Collaborative Technologies
por: Ranavolo, Alberto, et al.
Publicado: (2020)

Modular motor control of the sound limb in gait of people with trans-femoral amputation
por: De Marchis, Cristiano, et al.
Publicado: (2019)

Characterization of prosthetic knees through a low-dimensional description of gait kinematics
por: Ranaldi, Simone, et al.
Publicado: (2023)

Adaptive behaviour of the spinal cord in the transition from quiet stance to walking
por: Serrao, Mariano, et al.
Publicado: (2012)

Centre of pressure parameters for the assessment of biomechanical risk in fatiguing frequency-dependent lifting activities
por: D’Anna, Carmen, et al.
Publicado: (2022)

Multiscale Entropy Algorithms to Analyze Complexity and Variability of Trunk Accelerations Time Series in Subjects with Parkinson’s Disease
por: Castiglia, Stefano Filippo, et al.
Publicado: (2023)

O024. Transcutaneous supraorbital nerve stimulation enhances somatosensory thalamic activity in migraine between attacks: a central mechanism of clinical efficacy?
por: Di Lenola, Davide, et al.
Publicado: (2015)

Exploring Risk of Falls and Dynamic Unbalance in Cerebellar Ataxia by Inertial Sensor Assessment
por: Caliandro, Pietro, et al.
Publicado: (2019)

Electrophysiological correlates of episodic migraine chronification: evidence for thalamic involvement
por: Coppola, Gianluca, et al.
Publicado: (2013)

Clinical neurophysiology of migraine with aura
por: Coppola, Gianluca, et al.
Publicado: (2019)

Visual Evoked Potential Responses after Photostress in Migraine Patients and Their Correlations with Clinical Features
por: Coppola, Gianluca, et al.
Publicado: (2021)

Lateral inhibition in visual cortex of migraine patients between attacks
por: Coppola, Gianluca, et al.
Publicado: (2013)

The Sensor-Based Biomechanical Risk Assessment at the Base of the Need for Revising of Standards for Human Ergonomics
por: Ranavolo, Alberto, et al.
Publicado: (2020)

O025. Excitability of the motor cortex in migraine changes with the distance from the last attack
por: Coppola, Gianluca, et al.
Publicado: (2015)

Excitability of the motor cortex in patients with migraine changes with the time elapsed from the last attack
por: Cortese, Francesca, et al.
Publicado: (2017)

Lack of cold pressor test-induced effect on visual-evoked potentials in migraine
por: Coppola, Gianluca, et al.
Publicado: (2009)

Anodal transcranial direct current stimulation over the left temporal pole restores normal visual evoked potential habituation in interictal migraineurs
por: Cortese, Francesca, et al.
Publicado: (2017)

Efficacy of Modified Atkins Ketogenic Diet in Chronic Cluster Headache: An Open-Label, Single-Arm, Clinical Trial
por: Di Lorenzo, Cherubino, et al.
Publicado: (2018)

Habituation and sensitization in primary headaches
por: Coppola, Gianluca, et al.
Publicado: (2013)

O060. Rotigotine improves drug-resistant cluster headache: a case series
por: Di Lorenzo, Cherubino, et al.
Publicado: (2015)

Short-latency afferent inhibition and somato-sensory evoked potentials during the migraine cycle: surrogate markers of a cycling cholinergic thalamo-cortical drive?
por: Coppola, Gianluca, et al.
Publicado: (2020)

Effects of Botulinum Toxin Type A on the Nociceptive and Lemniscal Somatosensory Systems in Chronic Migraine: An Electrophysiological Study
por: Sebastianelli, Gabriele, et al.
Publicado: (2023)

Nasal decongestant and chronic headache: a case of naphazoline overuse headache?
por: Di Lorenzo, Cherubino, et al.
Publicado: (2013)

Visual evoked potentials in subgroups of migraine with aura patients
por: Coppola, Gianluca, et al.
Publicado: (2015)

O041. GRIA3 (glutamate receptor, ionotropic, ampa 3) gene polymorphism influences cortical response to somatosensory stimulation in medication-overuse headache (MOH) patients
por: Di Lorenzo, Cherubino, et al.
Publicado: (2015)

O045. Cluster headache improvement during Ketogenic Diet
por: Di Lorenzo, Cherubino, et al.
Publicado: (2015)

Cortical functional correlates of responsiveness to short-lasting preventive intervention with ketogenic diet in migraine: a multimodal evoked potentials study
por: Di Lorenzo, Cherubino, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_im4f5pn44tr9h9ai1r2ci6gtlo