Identification of motor progression in Parkinson's disease using wearable sensors and machine learning
C Sotirakis, Z Su, MA Brzezicki, N Conway… - npj Parkinson's …, 2023 - nature.com
Wearable devices offer the potential to track motor symptoms in neurological disorders.
Kinematic data used together with machine learning algorithms can accurately identify …
Kinematic data used together with machine learning algorithms can accurately identify …
Machine learning based estimation of dynamic balance and gait adaptability in persons with neurological diseases using inertial sensors
P Liuzzi, I Carpinella, D Anastasi, E Gervasoni… - Scientific Reports, 2023 - nature.com
Poor dynamic balance and impaired gait adaptation to different contexts are hallmarks of
people with neurological disorders (PwND), leading to difficulties in daily life and increased …
people with neurological disorders (PwND), leading to difficulties in daily life and increased …
Minimal clinically important differences of spatiotemporal gait variables in Parkinson disease
ST Baudendistel, AM Haussler, KS Rawson… - Gait & posture, 2024 - Elsevier
Background Assessment of gait function in People with Parkinson Disease (PwPD) is an
important tool for monitoring disease progression in PD. While comprehensive gait analysis …
important tool for monitoring disease progression in PD. While comprehensive gait analysis …
Meta-analysis of the quantitative assessment of lower extremity motor function in elderly individuals based on objective detection
W Liu, J Bai - Journal of NeuroEngineering and Rehabilitation, 2024 - Springer
Objective To avoid deviation caused by the traditional scale method, the present study
explored the accuracy, advantages, and disadvantages of different objective detection …
explored the accuracy, advantages, and disadvantages of different objective detection …
Impact of Parkinson's disease on functional mobility at different stages
S Mollà-Casanova, J Pedrero-Sánchez… - Frontiers in aging …, 2022 - frontiersin.org
Introduction Specific functional assessments to determine the progression of Parkinson's
Disease (PD) are important to slow down such progression and better plan rehabilitation …
Disease (PD) are important to slow down such progression and better plan rehabilitation …
mm-Wave wireless radar network for early detection of Parkinson's Disease by gait analysis
IE López-Delgado, E Antolinos… - 2023 IEEE Radar …, 2023 - ieeexplore.ieee.org
Anticipating the detection of Parkinson's Disease is critical to delay its effects. This paper
presents the design of a radar network for the early-detection of Parkinson's Disease …
presents the design of a radar network for the early-detection of Parkinson's Disease …
The kinectome: A comprehensive kinematic map of human motion in health and disease
Human voluntary movement stems from the coordinated activations in space and time of
many musculoskeletal segments. However, the current methodological approaches to study …
many musculoskeletal segments. However, the current methodological approaches to study …
3D Kinematics Quantifies Gait Response to Levodopa earlier and to a more Comprehensive Extent than the MDS‐Unified Parkinson's Disease Rating Scale in …
R Barbosa, M Mendonça, P Bastos… - Movement Disorders …, 2024 - Wiley Online Library
Background Quantitative 3D movement analysis using inertial measurement units (IMUs)
allows for a more detailed characterization of motor patterns than clinical assessment alone …
allows for a more detailed characterization of motor patterns than clinical assessment alone …
Broad Autism Phenotype and Gait in Parents of Children With and Without Autism Spectrum Disorder
Background Autism spectrum disorder (ASD) is a highly heritable neurodevelopmental
disorder. Research has shown that parents and relatives of children with ASD often exhibit …
disorder. Research has shown that parents and relatives of children with ASD often exhibit …
A non-expensive bidimensional assessment can detect subtle alterations in gait performance in people in the early stages of Parkinson's disease
MS d'Alencar, GV Santos, AF Helene… - Frontiers in …, 2023 - frontiersin.org
Background Gait is one of the activities most affected by the symptoms of Parkinson's
disease and may show a linear decline as the disease progresses. Early assessment of its …
disease and may show a linear decline as the disease progresses. Early assessment of its …