A survey on computer-assisted Parkinson's disease diagnosis

CR Pereira, DR Pereira, SAT Weber, C Hook… - Artificial intelligence in …, 2019 - Elsevier
Background and objective In this work, we present a systematic review concerning the
recent enabling technologies as a tool to the diagnosis, treatment and better quality of life of …

New sensor and wearable technologies to aid in the diagnosis and treatment monitoring of Parkinson's disease

MHG Monje, G Foffani, J Obeso… - Annual review of …, 2019 - annualreviews.org
Parkinson's disease (PD) is a degenerative disorder of the brain characterized by the
impairment of the nigrostriatal system. This impairment leads to specific motor …

Cueing paradigms to improve gait and posture in Parkinson's disease: a narrative review

N Muthukrishnan, JJ Abbas, HA Shill, N Krishnamurthi - Sensors, 2019 - mdpi.com
Progressive gait dysfunction is one of the primary motor symptoms in people with
Parkinson's disease (PD). It is generally expressed as reduced step length and gait speed …

The use of biofeedback for gait retraining: A mapping review

LMA van Gelder, A Barnes, JS Wheat, BW Heller - Clinical Biomechanics, 2018 - Elsevier
Background Biofeedback seems to be a promising tool to improve gait outcomes for both
healthy individuals and patient groups. However, due to differences in study designs and …

WMNN: Wearables-based multi-column neural network for human activity recognition

C Tang, X Chen, J Gong… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
In recent years, human activity recognition (HAR) technologies in e-health have triggered
broad interest. In literature, mainstream works focus on the body's spatial information (ie …

A random forest approach for quantifying gait ataxia with truncal and peripheral measurements using multiple wearable sensors

D Phan, N Nguyen, PN Pathirana, M Horne… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
Gait disturbance is one of the most pronounced and disabling symptoms of cerebellar
disease (CD). Generally, gait studies quantify human gait characteristics under natural …

Development of a wearable instrumented vest for posture monitoring and system usability verification based on the technology acceptance model

WY Lin, WC Chou, TH Tsai, CC Lin, MY Lee - Sensors, 2016 - mdpi.com
Body posture and activity are important indices for assessing health and quality of life,
especially for elderly people. Therefore, an easily wearable device or instrumented garment …

A wearable sensor system to measure step-based gait parameters for parkinson's disease rehabilitation

N Muthukrishnan, JJ Abbas, N Krishnamurthi - Sensors, 2020 - mdpi.com
Spatiotemporal parameters of gait serve as an important biomarker to monitor gait
impairments as well as to develop rehabilitation systems. In this work, we developed a …

Video-based gait analysis for spinal deformity

HK Suman, TT Verlekar - European Conference on Computer Vision, 2022 - Springer
In this paper, we explore the area of classifying spinal deformities unintrusively using
machine learning and RGB cameras. We postulate that any changes to posture due to …

Gait speed and individual characteristics are related to specific gait metrics in neurotypical adults

M Bonilla Yanez, SA Kettlety, JM Finley… - Scientific Reports, 2023 - nature.com
Gait biofeedback is a well-studied strategy to reduce gait impairments such as propulsion
deficits or asymmetric step lengths. With biofeedback, participants alter their walking to …