Cargando…

Optimizing Clinical Assessments in Parkinson's Disease Through the Use of Wearable Sensors and Data Driven Modeling

The emergence of motion sensors as a tool that provides objective motor performance data on individuals afflicted with Parkinson's disease offers an opportunity to expand the horizon of clinical care for this neurodegenerative condition. Subjective clinical scales and patient based motor diarie...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ramdhani, Ritesh A., Khojandi, Anahita, Shylo, Oleg, Kopell, Brian H.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2018
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6141919/ https://www.ncbi.nlm.nih.gov/pubmed/30254580 http://dx.doi.org/10.3389/fncom.2018.00072

Ejemplares similares

Editorial: Advancing the treatment landscape in Parkinson's disease using sensor technology and data-driven modeling
por: Ramdhani, Ritesh A., et al.
Publicado: (2022)

Machine Learning’s Application in Deep Brain Stimulation for Parkinson’s Disease: A Review
por: Watts, Jeremy, et al.
Publicado: (2020)

Improving Medication Regimen Recommendation for Parkinson’s Disease Using Sensor Technology
por: Watts, Jeremy, et al.
Publicado: (2021)

Differential spatiotemporal gait effects with frequency and dopaminergic modulation in STN-DBS
por: Ramdhani, Ritesh A., et al.
Publicado: (2023)

A Perspective on Wearable Sensor Measurements and Data Science for Parkinson’s Disease
por: Matias, Ricardo, et al.
Publicado: (2017)

Improvement of Post-hypoxic Myoclonus with Bilateral Pallidal Deep Brain Stimulation: A Case Report and Review of the Literature
por: Ramdhani, Ritesh A., et al.
Publicado: (2017)

Improvement of Isolated Myoclonus Phenotype in Myoclonus Dystonia after Pallidal Deep Brain Stimulation
por: Ramdhani, Ritesh A., et al.
Publicado: (2016)

l-DOPA and Freezing of Gait in Parkinson’s Disease: Objective Assessment through a Wearable Wireless System
por: Suppa, Antonio, et al.
Publicado: (2017)

How Wearable Sensors Can Support Parkinson's Disease Diagnosis and Treatment: A Systematic Review
por: Rovini, Erika, et al.
Publicado: (2017)

Identification of Characteristic Motor Patterns Preceding Freezing of Gait in Parkinson’s Disease Using Wearable Sensors
por: Palmerini, Luca, et al.
Publicado: (2017)

Wearable Electrochemical Sensors in Parkinson’s Disease
por: Asci, Francesco, et al.
Publicado: (2022)

Sensor Location Optimization of Wireless Wearable fNIRS System for Cognitive Workload Monitoring Using a Data-Driven Approach for Improved Wearability
por: Siddiquee, Masudur R., et al.
Publicado: (2020)

Multidimensional Circadian Monitoring by Wearable Biosensors in Parkinson’s Disease
por: Madrid-Navarro, Carlos J., et al.
Publicado: (2018)

A Regression-Based Framework for Quantitative Assessment of Muscle Spasticity Using Combined EMG and Inertial Data From Wearable Sensors
por: Zhang, Xu, et al.
Publicado: (2019)

A Multi-Sensor Wearable System for the Quantitative Assessment of Parkinson’s Disease
por: Zhang, Han, et al.
Publicado: (2020)

Impulsivity and Compulsivity After Subthalamic Deep Brain Stimulation for Parkinson’s Disease
por: Scherrer, Sara, et al.
Publicado: (2020)

Overview on wearable sensors for the management of Parkinson’s disease
por: Moreau, Caroline, et al.
Publicado: (2023)

Data-Driven Approach for Upper Limb Fatigue Estimation Based on Wearable Sensors
por: Otálora, Sophia, et al.
Publicado: (2023)

Safety and Tolerability of a Wearable, Vibrotactile Stimulation Device for Parkinson’s Disease
por: Tabacof, Laura, et al.
Publicado: (2021)

Primary Dystonia: Conceptualizing the Disorder Through a Structural Brain Imaging Lens
por: Ramdhani, Ritesh A., et al.
Publicado: (2013)

Wearable Sensor-Based Daily Life Walking Assessment of Gait for Distinguishing Individuals With Amnestic Mild Cognitive Impairment
por: Xie, Haiqun, et al.
Publicado: (2019)

Wearability Assessment of a Wearable System for Parkinson's Disease Remote Monitoring Based on a Body Area Network of Sensors
por: Cancela, Jorge, et al.
Publicado: (2014)

MMDD-Ensemble: A Multimodal Data–Driven Ensemble Approach for Parkinson's Disease Detection
por: Ali, Liaqat, et al.
Publicado: (2021)

Editorial: How can wearable robotic and sensor technology advance neurorehabilitation?
por: Chang, Shuo-Hsiu, et al.
Publicado: (2022)

Limb and trunk accelerometer data collected with wearable sensors from subjects with Parkinson’s disease
por: Vergara-Diaz, Gloria, et al.
Publicado: (2021)

Assessment of Lower Limb Prosthesis through Wearable Sensors and Thermography
por: Cutti, Andrea Giovanni, et al.
Publicado: (2014)

Assessing Gait in Parkinson’s Disease Using Wearable Motion Sensors: A Systematic Review
por: Brognara, Lorenzo, et al.
Publicado: (2019)

Feasibility of a wearable inertial sensor to assess motor complications and treatment in Parkinson’s disease
por: Caballol, Nuria, et al.
Publicado: (2023)

Objective assessment of eye alignment and disparity-driven vergence in Parkinson’s disease
por: Gupta, Palak, et al.
Publicado: (2023)

Interpretable evaluation for the Brunnstrom recovery stage of the lower limb based on wearable sensors
por: Chen, Xiang, et al.
Publicado: (2022)

Improving Kinematic Accuracy of Soft Wearable Data Gloves by Optimizing Sensor Locations
por: Kim, Dong Hyun, et al.
Publicado: (2016)

Wearable sensors objectively measure gait parameters in Parkinson’s disease
por: Schlachetzki, Johannes C. M., et al.
Publicado: (2017)

A real-world study of wearable sensors in Parkinson’s disease
por: Adams, Jamie L., et al.
Publicado: (2021)

Wearable sensors for Parkinson’s disease: which data are worth collecting for training symptom detection models
por: Lonini, Luca, et al.
Publicado: (2018)

Role of data measurement characteristics in the accurate detection of Parkinson’s disease symptoms using wearable sensors
por: Shawen, Nicholas, et al.
Publicado: (2020)

Accelerometer data collected with a minimum set of wearable sensors from subjects with Parkinson’s disease
por: Daneault, Jean-Francois, et al.
Publicado: (2021)

Prolonged Walking with a Wearable System Providing Intelligent Auditory Input in People with Parkinson’s Disease
por: Ginis, Pieter, et al.
Publicado: (2017)

Large-Scale Wearable Sensor Deployment in Parkinson’s Patients: The Parkinson@Home Study Protocol
por: Silva de Lima, Ana Lígia, et al.
Publicado: (2016)

An Event-Driven Classifier for Spiking Neural Networks Fed with Synthetic or Dynamic Vision Sensor Data
por: Stromatias, Evangelos, et al.
Publicado: (2017)

Progress in Data Acquisition of Wearable Sensors
por: Liu, Zixuan, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_pnf5t3frgdrvignfh50runa2fi