Technology in Parkinson's disease: challenges and opportunities

AJ Espay, P Bonato, FB Nahab, W Maetzler… - Movement …, 2016 - Wiley Online Library
The miniaturization, sophistication, proliferation, and accessibility of technologies are
enabling the capture of more and previously inaccessible phenomena in Parkinson's …

Toward pervasive gait analysis with wearable sensors: A systematic review

S Chen, J Lach, B Lo, GZ Yang - IEEE journal of biomedical …, 2016 - ieeexplore.ieee.org
After decades of evolution, measuring instruments for quantitative gait analysis have
become an important clinical tool for assessing pathologies manifested by gait …

Wearable sensors objectively measure gait parameters in Parkinson's disease

JCM Schlachetzki, J Barth, F Marxreiter, J Gossler… - PloS one, 2017 - journals.plos.org
Distinct gait characteristics like short steps and shuffling gait are prototypical signs
commonly observed in Parkinson's disease. Routinely assessed by observation through …

A comprehensive survey on gait analysis: History, parameters, approaches, pose estimation, and future work

D Sethi, S Bharti, C Prakash - Artificial Intelligence in Medicine, 2022 - Elsevier
Human gait is a periodic motion of body segments—the analysis of motion and related
studies is termed gait analysis. Gait Analysis has gained much popularity because of its …

Gait analysis in neurological populations: Progression in the use of wearables

Y Celik, S Stuart, WL Woo, A Godfrey - Medical Engineering & Physics, 2021 - Elsevier
Gait assessment is an essential tool for clinical applications not only to diagnose different
neurological conditions but also to monitor disease progression as it contributes to the …

An emerging era in the management of Parkinson's disease: wearable technologies and the internet of things

CF Pasluosta, H Gassner, J Winkler… - IEEE journal of …, 2015 - ieeexplore.ieee.org
Current challenges demand a profound restructuration of the global healthcare system. A
more efficient system is required to cope with the growing world population and increased …

Deep learning for monitoring of human gait: A review

AS Alharthi, SU Yunas, KB Ozanyan - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
The essential human gait parameters are briefly reviewed, followed by a detailed review of
the state of the art in deep learning for the human gait analysis. The modalities for capturing …

A review on accelerometry-based gait analysis and emerging clinical applications

D Jarchi, J Pope, TKM Lee, L Tamjidi… - IEEE reviews in …, 2018 - ieeexplore.ieee.org
Gait analysis continues to be an important technique for many clinical applications to
diagnose and monitor certain diseases. Many mental and physical abnormalities cause …

[HTML][HTML] Instrumenting gait with an accelerometer: A system and algorithm examination

A Godfrey, S Del Din, G Barry, JC Mathers… - Medical engineering & …, 2015 - Elsevier
Gait is an important clinical assessment tool since changes in gait may reflect changes in
general health. Measurement of gait is a complex process which has been restricted to the …

Accurate ambulatory gait analysis in walking and running using machine learning models

H Zhang, Y Guo, D Zanotto - IEEE Transactions on Neural …, 2019 - ieeexplore.ieee.org
Wearable sensors have been proposed as alternatives to traditional laboratory equipment
for low-cost and portable real-time gait analysis in unconstrained environments. However …