uGait: A platform for automated quantitative gait analysis and its application to Parkinson's disease

[1]  Anupam Shukla,et al.  A survey of nature-inspired algorithms for feature selection to identify Parkinson's disease , 2017, Comput. Methods Programs Biomed..

[2]  Julius Hannink,et al.  Sensor-Based Gait Parameter Extraction With Deep Convolutional Neural Networks , 2016, IEEE Journal of Biomedical and Health Informatics.

[3]  Shenghui Zhao,et al.  A Comparative Study on Human Activity Recognition Using Inertial Sensors in a Smartphone , 2016, IEEE Sensors Journal.

[4]  Gil Alterovitz,et al.  Predicting hypertension without measurement: A non-invasive, questionnaire-based approach , 2015, Expert Syst. Appl..

[5]  Zhelong Wang,et al.  Estimate spatial-temporal parameters of human gait using inertial sensors , 2015, 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER).

[6]  Yosuke Kurihara,et al.  Accelerometry-Based Gait Analysis and Its Application to Parkinson's Disease Assessment— Part 1: Detection of Stride Event , 2014, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[7]  Azzam Taktak.  Clinical engineering : a handbook for clinical and biomedical engineers , 2014 .

[8]  Imtiaz Ahmed,et al.  Comparative study of multiscale entropy analysis and symbolic time series analysis when applied to human gait dynamics , 2013, 2013 International Conference on Open Source Systems and Technologies.

[9]  Nooritawati Md Tahir,et al.  Performance comparison of parkinsonian gait based on Principal Component Analysis , 2013, 2013 IEEE Symposium on Industrial Electronics & Applications.

[10]  C. Cho,et al.  Clinical assessment of freezing of gait in Parkinson's disease from computer-generated animation. , 2013, Gait & posture.

[11]  J. Winkler,et al.  Unbiased and Mobile Gait Analysis Detects Motor Impairment in Parkinson's Disease , 2013, PloS one.

[12]  Chih-Jen Lin,et al.  LIBSVM: A library for support vector machines , 2011, TIST.

[13]  Jianning Wu.  A new intelligent model for automated assessment of elder gait change , 2010, 2010 3rd International Conference on Biomedical Engineering and Informatics.

[14]  Masayoshi Tomizuka,et al.  A mobile gait monitoring system for gait analysis , 2009, 2009 IEEE International Conference on Rehabilitation Robotics.

[15]  Jose Miguel Puerta,et al.  Incremental Wrapper-based subset Selection with replacement: An advantageous alternative to sequential forward selection , 2009, 2009 IEEE Symposium on Computational Intelligence and Data Mining.

[16]  Joseph A. Paradiso,et al.  Gait Analysis Using a Shoe-Integrated Wireless Sensor System , 2008, IEEE Transactions on Information Technology in Biomedicine.

[17]  Se Jin Park,et al.  Abnormal Gait Detection Using Discrete Fourier Transform , 2008, 2008 International Conference on Multimedia and Ubiquitous Engineering (mue 2008).

[18]  S. L. Smith,et al.  A novel computer-based technique for the assessment of tremor in Parkinson's disease. , 2007, Age and ageing.

[19]  Toshiko Wakaki,et al.  A study on rough set-aided feature selection for automatic web-page classification , 2006, Web Intell. Agent Syst..

[20]  R Begg,et al.  A machine learning approach for automated recognition of movement patterns using basic, kinetic and kinematic gait data. , 2005, Journal of biomechanics.

[21]  Catherine Dehollain,et al.  Gait assessment in Parkinson's disease: toward an ambulatory system for long-term monitoring , 2004, IEEE Transactions on Biomedical Engineering.

[22]  P. Boon,et al.  The pathophysiology of motor symptoms in Parkinson's disease. , 2003, Acta neurologica Belgica.

[23]  Huan Liu,et al.  Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution , 2003, ICML.

[24]  M H Granat,et al.  A practical gait analysis system using gyroscopes. , 1999, Medical engineering & physics.

[25]  Jeffrey M. Hausdorff,et al.  Gait variability and basal ganglia disorders: Stride‐to‐stride variations of gait cycle timing in parkinson's disease and Huntington's disease , 1998, Movement disorders : official journal of the Movement Disorder Society.

[26]  Huan Liu,et al.  Feature Selection for Classification , 1997, Intell. Data Anal..

[27]  Jeffrey M. Hausdorff,et al.  Altered fractal dynamics of gait: reduced stride-interval correlations with aging and Huntington's disease. , 1997, Journal of applied physiology.

[28]  A. Hof.  Scaling gait data to body size , 1996 .

[29]  Jeffrey M. Hausdorff,et al.  Fractal dynamics of human gait: stability of long-range correlations in stride interval fluctuations. , 1996, Journal of applied physiology.