A survey of human gait-based artificial intelligence applications
We performed an electronic database search of published works from 2012 to mid-2021 that
focus on human gait studies and apply machine learning techniques. We identified six key …
focus on human gait studies and apply machine learning techniques. We identified six key …
Detection and assessment of Parkinson's disease based on gait analysis: A survey
Neurological disorders represent one of the leading causes of disability and mortality in the
world. Parkinson's Disease (PD), for example, affecting millions of people worldwide is often …
world. Parkinson's Disease (PD), for example, affecting millions of people worldwide is often …
The role of neural network for the detection of Parkinson's disease: a sco** review
Background: Parkinson's Disease (PD) is a chronic neurodegenerative disorder that has
been ranked second after Alzheimer's disease worldwide. Early diagnosis of PD is crucial to …
been ranked second after Alzheimer's disease worldwide. Early diagnosis of PD is crucial to …
Recent use of deep learning techniques in clinical applications based on gait: a survey
Gait analysis has been studied for a long time and applied to fields such as security, sport,
and medicine. In particular, clinical gait analysis has played a significant role in improving …
and medicine. In particular, clinical gait analysis has played a significant role in improving …
Early detection of Parkinson disease using deep neural networks on gait dynamics
Parkinson's disease is a degenerative movement disorder causing considerable disability.
However, the early detection of this syndrome and of its progression rates may be decisive …
However, the early detection of this syndrome and of its progression rates may be decisive …
Computer-vision based diagnosis of Parkinson's disease via gait: A survey
Parkinson's Disease (PD) being the second most hazardous neurological disorder has
developed its roots in damaging people's quality of life (QOL). The ineffectiveness of clinical …
developed its roots in damaging people's quality of life (QOL). The ineffectiveness of clinical …
mHealth technologies towards Parkinson's disease detection and monitoring in daily life: a comprehensive review
Parkinson's disease (PD) can gradually affect people's lives thus attracting tremendous
attention. Early PD detection and treatment can help control the disease progress, relief from …
attention. Early PD detection and treatment can help control the disease progress, relief from …
Dynamic time war** approach for optimized locomotor impairment detection using biomedical signal processing
The study of walking pattern also known as gait is affected by several underlying
musculoskeletal and neurological factors. All humans have contrasting gait pattern however …
musculoskeletal and neurological factors. All humans have contrasting gait pattern however …
PD-Net: Quantitative Motor Function Evaluation for Parkinson's Disease via Automated Hand Gesture Analysis
Parkinson's Disease (PD) is a commonly diagnosed movement disorder with more than 10
million patients worldwide. Its clinical evaluation relies on a rating system called MDS …
million patients worldwide. Its clinical evaluation relies on a rating system called MDS …
[HTML][HTML] Automatic two-dimensional & three-dimensional video analysis with deep learning for movement disorders: A systematic review
The advent of computer vision technology and increased usage of video cameras in clinical
settings have facilitated advancements in movement disorder analysis. This review …
settings have facilitated advancements in movement disorder analysis. This review …