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Classification of neurodegenerative diseases using gait dynamics via deterministic learning
W Zeng, C Wang - Information Sciences, 2015 - Elsevier
Neurodegenerative diseases (NDDs), such as Parkinson's disease (PD), Huntington's
disease (HD) and amyotrophic lateral sclerosis (ALS), create serious gait abnormalities …
disease (HD) and amyotrophic lateral sclerosis (ALS), create serious gait abnormalities …
Classification of gait rhythm signals between patients with neuro-degenerative diseases and normal subjects: Experiments with statistical features and different …
Y **a, Q Gao, Q Ye - Biomedical Signal Processing and Control, 2015 - Elsevier
For the purpose of realizing an intelligent and highly accurate diagnosis system for neuro-
degenerative diseases (NDD), such as amyotrophic lateral sclerosis (ALS), Parkinson's …
degenerative diseases (NDD), such as amyotrophic lateral sclerosis (ALS), Parkinson's …
Classification of Gait Patterns in Patients with Neurodegenerative Disease Using Adaptive Neuro‐Fuzzy Inference System
Q Ye, Y **a, Z Yao - Computational and mathematical methods …, 2018 - Wiley Online Library
A common feature that is typical of the patients with neurodegenerative (ND) disease is the
impairment of motor function, which can interrupt the pathway from cerebrum to the muscle …
impairment of motor function, which can interrupt the pathway from cerebrum to the muscle …
Measuring signal fluctuations in gait rhythm time series of patients with Parkinson's disease using entropy parameters
Y Wu, P Chen, X Luo, M Wu, L Liao, S Yang… - … Signal Processing and …, 2017 - Elsevier
Gait rhythm disturbances due to abnormal strides indicate the degenerative mobility
regulation of motor neurons affected by Parkinson's disease (PD). The aim of this work is to …
regulation of motor neurons affected by Parkinson's disease (PD). The aim of this work is to …
Modeling spatiotemporal patterns of gait anomaly with a CNN-LSTM deep neural network
In this work, we propose an end-to-end deep learning model that uses the skeleton data
recorded by Kinect to capture spatiotemporal patterns for gait anomaly recognition. Via …
recorded by Kinect to capture spatiotemporal patterns for gait anomaly recognition. Via …
Wavelet-based characterization of gait signal for neurological abnormalities
E Baratin, L Sugavaneswaran, K Umapathy, C Ioana… - Gait & posture, 2015 - Elsevier
Studies conducted by the World Health Organization (WHO) indicate that over one billion
suffer from neurological disorders worldwide, and lack of efficient diagnosis procedures …
suffer from neurological disorders worldwide, and lack of efficient diagnosis procedures …
The impact of feature extraction for the classification of amyotrophic lateral sclerosis among neurodegenerative diseases and healthy subjects
S Bilgin - Biomedical Signal Processing and Control, 2017 - Elsevier
Neurodegenerative diseases (NDD) including Amyotrophic Lateral Sclerosis (ALS),
Parkinson's disease (PD) and Huntington disease (HD) can be defined as the degeneration …
Parkinson's disease (PD) and Huntington disease (HD) can be defined as the degeneration …
Effective dysphonia detection using feature dimension reduction and kernel density estimation for patients with Parkinson's disease
S Yang, F Zheng, X Luo, S Cai, Y Wu, K Liu, M Wu… - PloS one, 2014 - journals.plos.org
Detection of dysphonia is useful for monitoring the progression of phonatory impairment for
patients with Parkinson's disease (PD), and also helps assess the disease severity. This …
patients with Parkinson's disease (PD), and also helps assess the disease severity. This …
Classification of neurodegenerative diseases via topological motion analysis—A comparison study for multiple gait fluctuations
Neurodegenerative diseases are common progressive nervous system disorders that show
intricate clinical patterns. The gait fluctuations reflect the physiology and pathologic …
intricate clinical patterns. The gait fluctuations reflect the physiology and pathologic …
Can proprioceptive training reduce muscle fatigue in patients with motor neuron diseases? A new direction of treatment
AA Mohamed - Frontiers in Physiology, 2019 - frontiersin.org
Muscle fatigue is a serious problem in patients with motor neuron diseases (MNDs). It
commonly disturbs both daily life activity and rehabilitation tolerance. A particular concern …
commonly disturbs both daily life activity and rehabilitation tolerance. A particular concern …