Computer-aided identification of degenerative neuromuscular diseases based on gait dynamics and ensemble decision tree classifiers

A robust, cost-effective and non-invasive computer-aided method for diagnosis three types of neurodegenerative diseases with gait signal analysis

(2020) Seyede Marziyeh Ghoreshi Beyrami et al.   MEASUREMENT

Automated cognitive health assessment in smart homes using machine learning

(2020) Abdul Rehman Javed et al.   Sustainable Cities and Society

Texture Classification and Visualization of Time Series of Gait Dynamics in Patients With Neuro-Degenerative Diseases

(2018) Tuan D. Pham   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Classification of gait signals into different neurodegenerative diseases using statistical analysis and recurrence quantification analysis

(2018) Pooja Prabhu et al.   PATTERN RECOGNITION LETTERS

Comparison of Random Subspace and Voting Ensemble Machine Learning Methods for Face Recognition

(2018) Mehmet Yaman et al.   Symmetry-Basel

Guidelines for Assessment of Gait and Reference Values for Spatiotemporal Gait Parameters in Older Adults: The Biomathics and Canadian Gait Consortiums Initiative

(2017) Olivier Beauchet et al.   Frontiers in Human Neuroscience

Therapeutic opportunities and challenges of induced pluripotent stem cells-derived motor neurons for treatment of amyotrophic lateral sclerosis and motor neuron disease

(2017) ManojKumar Jaiswal   Neural Regeneration Research

Sensor-Based Gait Parameter Extraction With Deep Convolutional Neural Networks

(2017) Julius Hannink et al.   IEEE Journal of Biomedical and Health Informatics

The aging neuromuscular system and motor performance

(2016) Sandra K. Hunter et al.   JOURNAL OF APPLIED PHYSIOLOGY

Error-Correcting Output Codes in Classification of Human Induced Pluripotent Stem Cell Colony Images

(2016) Henry Joutsijoki et al.   Biomed Research International

Classification of gait rhythm signals between patients with neuro-degenerative diseases and normal subjects: Experiments with statistical features and different classification models

(2015) Yi Xia et al.   Biomedical Signal Processing and Control

A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

(2011) M. Galar et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Statistical Analysis of Gait Rhythm in Patients With Parkinson's Disease

(2009) Yunfeng Wu et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

RUSBoost: A Hybrid Approach to Alleviating Class Imbalance

(2009) Chris Seiffert et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS

Decrease in Hurst exponent of human gait with aging and neurodegenerative diseases

(2008) Zhuang Jian-Jun et al.   Chinese Physics B