Co-evolution of machine learning and digital technologies to improve monitoring of Parkinson's disease motor symptoms

AS Chandrabhatla, IJ Pomeraniec… - NPJ digital …, 2022 - nature.com
Parkinson's disease (PD) is a neurodegenerative disorder characterized by motor
impairments such as tremor, bradykinesia, dyskinesia, and gait abnormalities. Current …

A systematic review of 10 years of augmented reality usability studies: 2005 to 2014

A Dey, M Billinghurst, RW Lindeman… - Frontiers in Robotics and …, 2018 - frontiersin.org
Augmented Reality (AR) interfaces have been studied extensively over the last few decades,
with a growing number of user-based experiments. In this paper, we systematically review …

Effect of rhythmic auditory cueing on parkinsonian gait: a systematic review and meta-analysis

S Ghai, I Ghai, G Schmitz, AO Effenberg - Scientific reports, 2018 - nature.com
The use of rhythmic auditory cueing to enhance gait performance in parkinsonian patients' is
an emerging area of interest. Different theories and underlying neurophysiological …

[HTML][HTML] Cueing for people with Parkinson's disease with freezing of gait: a narrative review of the state-of-the-art and novel perspectives

P Ginis, E Nackaerts, A Nieuwboer… - Annals of physical and …, 2018 - Elsevier
Freezing, which manifests during gait and other movements, is an incapacitating motor
symptom experienced by many patients with Parkinson's disease (PD). In rehabilitation …

Cueing and gait improvement among people with Parkinson's disease: a meta-analysis

SJ Spaulding, B Barber, M Colby, B Cormack… - Archives of physical …, 2013 - Elsevier
OBJECTIVE: To compare the relative efficacy of visual versus auditory cueing on gait among
individuals with Parkinson's disease (PD). DATA SOURCES: A systematic search was …

Assessing gait in Parkinson's disease using wearable motion sensors: a systematic review

L Brognara, P Palumbo, B Grimm, L Palmerini - Diseases, 2019 - mdpi.com
Parkinson's disease (PD) is a progressive neurodegenerative disorder. Gait impairments are
common among people with PD. Wearable sensor systems can be used for gait analysis by …

The experience of agency in human-computer interactions: a review

H Limerick, D Coyle, JW Moore - Frontiers in human neuroscience, 2014 - frontiersin.org
The sense of agency is the experience of controlling both one's body and the external
environment. Although the sense of agency has been studied extensively, there is a paucity …

Motor learning, retention and transfer after virtual-reality-based training in Parkinson's disease–effect of motor and cognitive demands of games: a longitudinal …

FA dos Santos Mendes, JE Pompeu, AM Lobo… - Physiotherapy, 2012 - Elsevier
OBJECTIVES: To evaluate the learning, retention and transfer of performance improvements
after Nintendo Wii Fit™ training in patients with Parkinson's disease and healthy elderly …

Feasibility and effects of home-based smartphone-delivered automated feedback training for gait in people with Parkinson's disease: a pilot randomized controlled …

P Ginis, A Nieuwboer, M Dorfman, A Ferrari… - Parkinsonism & related …, 2016 - Elsevier
Background Inertial measurement units combined with a smartphone application (CuPiD-
system) were developed to provide people with Parkinson's disease (PD) real-time feedback …

[HTML][HTML] Gait improvement via rhythmic stimulation in Parkinson's disease is linked to rhythmic skills

SD Bella, CE Benoit, N Farrugia, PE Keller, H Obrig… - Scientific reports, 2017 - nature.com
Training based on rhythmic auditory stimulation (RAS) can improve gait in patients with
idiopathic Parkinson's disease (IPD). Patients typically walk faster and exhibit greater stride …