Internet of things technologies and machine learning methods for Parkinson's disease diagnosis, monitoring and management: a systematic review

KM Giannakopoulou, I Roussaki, K Demestichas - Sensors, 2022 - mdpi.com
Parkinson's disease is a chronic neurodegenerative disease that affects a large portion of
the population, especially the elderly. It manifests with motor, cognitive and other types of …

Continuous home monitoring of Parkinson's disease using inertial sensors: A systematic review

M Sica, S Tedesco, C Crowe, L Kenny, K Moore… - PloS one, 2021 - journals.plos.org
Parkinson's disease (PD) is a progressive neurological disorder of the central nervous
system that deteriorates motor functions, while it is also accompanied by a large diversity of …

Smartwatch inertial sensors continuously monitor real-world motor fluctuations in Parkinson's disease

R Powers, M Etezadi-Amoli, EM Arnold… - Science translational …, 2021 - science.org
Longitudinal, remote monitoring of motor symptoms in Parkinson's disease (PD) could
enable more precise treatment decisions. We developed the Motor fluctuations Monitor for …

Reliability and validity of the Roche PD Mobile Application for remote monitoring of early Parkinson's disease

F Lipsmeier, KI Taylor, RB Postuma… - Scientific reports, 2022 - nature.com
Digital health technologies enable remote and therefore frequent measurement of motor
signs, potentially providing reliable and valid estimates of motor sign severity and …

Measuring freezing of gait during daily-life: an open-source, wearable sensors approach

M Mancini, VV Shah, S Stuart, C Curtze… - … of neuroengineering and …, 2021 - Springer
Background Although a growing number of studies focus on the measurement and detection
of freezing of gait (FoG) in laboratory settings, only a few studies have attempted to measure …

Virtual exam for Parkinson's disease enables frequent and reliable remote measurements of motor function

M Burq, E Rainaldi, KC Ho, C Chen, BR Bloem… - NPJ digital …, 2022 - nature.com
Sensor-based remote monitoring could help better track Parkinson's disease (PD)
progression, and measure patients' response to putative disease-modifying therapeutic …

Body-worn sensors for remote monitoring of Parkinson's disease motor symptoms: vision, state of the art, and challenges ahead

S Del Din, C Kirk, AJ Yarnall… - Journal of …, 2021 - content.iospress.com
The increasing prevalence of neurodegenerative conditions such as Parkinson's disease
(PD) and related mobility issues places a serious burden on healthcare systems. The COVID …

Development of digital biomarkers for resting tremor and bradykinesia using a wrist-worn wearable device

N Mahadevan, C Demanuele, H Zhang, D Volfson… - NPJ digital …, 2020 - nature.com
Objective assessment of Parkinson's disease symptoms during daily life can help improve
disease management and accelerate the development of new therapies. However, many …

mHealth and wearable technology should replace motor diaries to track motor fluctuations in Parkinson's disease

MK Erb, DR Karlin, BK Ho, KC Thomas, F Parisi… - NPJ digital …, 2020 - nature.com
Accurately monitoring motor and non-motor symptoms as well as complications in people
with Parkinson's disease (PD) is a major challenge, both during clinical management and …

A-WEAR bracelet for detection of hand tremor and bradykinesia in Parkinson's patients

A Channa, RC Ifrim, D Popescu, N Popescu - Sensors, 2021 - mdpi.com
Parkinson's disease patients face numerous motor symptoms that eventually make their life
different from those of normal healthy controls. Out of these motor symptoms, tremor and …