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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 …
Automated methods for diagnosis of Parkinson's disease and predicting severity level
The recent advancements in information technology and bioinformatics have led to
exceptional contributions in medical sciences. Extensive developments have been recorded …
exceptional contributions in medical sciences. Extensive developments have been recorded …
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 …
Improvement of Performance in Freezing of Gait detection in Parkinson's Disease using Transformer networks and a single waist-worn triaxial accelerometer
Freezing of gait (FOG) is one of the most incapacitating symptoms in Parkinson's disease,
affecting more than 50% of patients in advanced stages of the disease. The presence of …
affecting more than 50% of patients in advanced stages of the disease. The presence of …
Efficient detection of Parkinson's disease using deep learning techniques over medical data
Parkinson's disease is a degenerative disease that leads to brain disorder and
nonfunctioning of different body parts. Deep learning tools like artificial neural network …
nonfunctioning of different body parts. Deep learning tools like artificial neural network …
Gait and balance assessments using smartphone applications in Parkinson's disease: a systematic review
Gait dysfunctions and balance impairments are key fall risk factors and associated with
reduced quality of life in individuals with Parkinson's Disease (PD). Smartphone-based …
reduced quality of life in individuals with Parkinson's Disease (PD). Smartphone-based …
[HTML][HTML] Applied picture fuzzy sets with knowledge reasoning and linguistics in clinical decision support system
Motivation: Healthcare systems globally face significant resource and financial challenges.
Moreover, these challenges have resulted in an existential paradigm shift driven by:(i) the …
Moreover, these challenges have resulted in an existential paradigm shift driven by:(i) the …
Modeling and evaluating full-cycle natural gait detection based on human electrostatic field
S Qin, X Chen, P Li, W Li, Z Wu, H Jiang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Gait analysis is a technique facilitating disease diagnosis, rehabilitation, and mobility
assessment. The gait detection approach based on the human electric field is noncontact …
assessment. The gait detection approach based on the human electric field is noncontact …
Context recognition algorithms for energy-efficient freezing-of-gait detection in Parkinson's disease
Freezing of gait (FoG) is a disabling clinical phenomenon of Parkinson's disease (PD)
characterized by the inability to move the feet forward despite the intention to walk. It is one …
characterized by the inability to move the feet forward despite the intention to walk. It is one …
Accuracy Analysis of Type-2 Fuzzy System in Predicting Parkinson's Disease Using Biomedical Voice Measures
Parkinson's disease (PD) is a progressive neurodegenerative illness triggered by decreased
dopamine secretion. Fuzzy logic has gained substantial attention in PD diagnosis research …
dopamine secretion. Fuzzy logic has gained substantial attention in PD diagnosis research …