{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T10:22:04Z","timestamp":1777890124981,"version":"3.51.4"},"reference-count":31,"publisher":"SAGE Publications","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["WEB"],"published-print":{"date-parts":[[2018,6,11]]},"DOI":"10.3233\/web-180379","type":"journal-article","created":{"date-parts":[[2018,6,5]],"date-time":"2018-06-05T14:39:18Z","timestamp":1528209558000},"page":"131-142","source":"Crossref","is-referenced-by-count":1,"title":["uGait: A platform for automated quantitative gait analysis and its application to Parkinson\u2019s\u00a0disease"],"prefix":"10.1177","volume":"16","author":[{"given":"Xi","family":"Wu","sequence":"first","affiliation":[{"name":"School of Computer and Information, Hefei University of Technology, Hefei, China. E-mails:\u00a0wuxi@hfut.edu.cn,\u00a0ning.g.an@qq.com"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chen","family":"Tang","sequence":"additional","affiliation":[{"name":"Institute of Industry & Equipment Technology, Hefei University of Technology, Hefei, China. E-mails:\u00a0tang_chen92@163.com,\u00a0jason_chen15@qq.com"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xu","family":"Chen","sequence":"additional","affiliation":[{"name":"Institute of Industry & Equipment Technology, Hefei University of Technology, Hefei, China. E-mails:\u00a0tang_chen92@163.com,\u00a0jason_chen15@qq.com"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shengqiang","family":"Xu","sequence":"additional","affiliation":[{"name":"Institute of Intelligent Machines, Chinese Academy of Sciences, Hefei, China. E-mail:\u00a0qiang_xu@163.com"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nan","family":"Cheng","sequence":"additional","affiliation":[{"name":"Hospital Affiliated to Institute of Neurology, Anhui University of Chinese Medicine, Hefei, China. E-mail:\u00a0neurodoc120@163.com"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ning","family":"An","sequence":"additional","affiliation":[{"name":"School of Computer and Information, Hefei University of Technology, Hefei, China. E-mails:\u00a0wuxi@hfut.edu.cn,\u00a0ning.g.an@qq.com"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"issue":"4","key":"10.3233\/WEB-180379_ref1","doi-asserted-by":"publisher","first-page":"395","DOI":"10.1093\/ageing\/afm061","article-title":"A novel computer-based technique for the assessment of tremor in Parkinson\u2019s disease","volume":"36","author":"Aly","year":"2007","journal-title":"Age and Ageing"},{"key":"10.3233\/WEB-180379_ref2","doi-asserted-by":"crossref","unstructured":"J.\u00a0Bae, K.\u00a0Kong, N.\u00a0Byl and M.\u00a0Tomizuka, A mobile gait monitoring system for gait analysis, in: Proc. of the International Conference on Rehabilitation Robotics, ICORR\u2019 09, IEEE, Washington DC, USA, 2009, pp.\u00a073\u201379.","DOI":"10.1109\/ICORR.2009.5209621"},{"issue":"4","key":"10.3233\/WEB-180379_ref3","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1109\/TITB.2007.899493","article-title":"Gait analysis using a shoe-integrated wireless sensor system","volume":"12","author":"Bamberg","year":"2008","journal-title":"IEEE Transactions on Information Technology in Biomedicine"},{"issue":"3","key":"10.3233\/WEB-180379_ref4","doi-asserted-by":"publisher","first-page":"401","DOI":"10.1016\/j.jbiomech.2004.05.002","article-title":"A machine learning approach for automated recognition of movement patterns using basic, kinetic and kinematic gait data","volume":"38","author":"Begg","year":"2005","journal-title":"Journal of Biomechanics"},{"key":"10.3233\/WEB-180379_ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CIDM.2009.4938673"},{"issue":"3","key":"10.3233\/WEB-180379_ref6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1961189.1961199","article-title":"LIBSVM: A library for support vector machines","volume":"2","author":"Chang","year":"2011","journal-title":"ACM Transactions on Intelligent Systems and Technology"},{"issue":"3","key":"10.3233\/WEB-180379_ref7","first-page":"131","article-title":"Feature selection for classification","volume":"1","author":"Dash","year":"1997","journal-title":"IOS Press"},{"issue":"1","key":"10.3233\/WEB-180379_ref8","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1109\/JBHI.2016.2636456","article-title":"Sensor-based gait parameter extraction with deep convolutional neural networks","volume":"21","author":"Hannink","year":"2017","journal-title":"IEEE Journal of Biomedical and Health Informatics"},{"issue":"3","key":"10.3233\/WEB-180379_ref9","doi-asserted-by":"publisher","first-page":"428","DOI":"10.1002\/mds.870130310","article-title":"Gait variability and basal ganglia disorders: Stride-to-stride variations of gait cycle timing in Parkinson\u2019s and Huntington\u2019s disease","volume":"13","author":"Hausdorff","year":"1998","journal-title":"Movement Disorders"},{"issue":"1","key":"10.3233\/WEB-180379_ref10","doi-asserted-by":"publisher","first-page":"262","DOI":"10.1152\/jappl.1997.82.1.262","article-title":"Altered fractal dynamics of gait: Reduced stride-interval correlations with aging and Huntington\u2019s disease","volume":"82","author":"Hausdorff","year":"1997","journal-title":"Journal of Applied Physiology"},{"issue":"5","key":"10.3233\/WEB-180379_ref11","doi-asserted-by":"publisher","first-page":"1448","DOI":"10.1152\/jappl.1996.80.5.1448","article-title":"Fractal dynamics of human gait: Stability of long-range correlations in stride interval fluctuations","volume":"80","author":"Hausdorff","year":"1996","journal-title":"Journal of Applied Physiology"},{"issue":"4","key":"10.3233\/WEB-180379_ref12","doi-asserted-by":"publisher","first-page":"222","DOI":"10.1016\/0966-6362(95)01057-2","article-title":"Scaling gait data to body size","volume":"3","author":"Hof","year":"1996","journal-title":"Gait & Posture"},{"key":"10.3233\/WEB-180379_ref13","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0056956"},{"key":"10.3233\/WEB-180379_ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ISIEA.2013.6738997"},{"issue":"2","key":"10.3233\/WEB-180379_ref15","doi-asserted-by":"publisher","first-page":"326","DOI":"10.1016\/j.gaitpost.2012.12.011","article-title":"Clinical assessment of freezing of gait in Parkinson\u2019s disease from computer-generated animation","volume":"38","author":"Morris","year":"2013","journal-title":"Gait & posture"},{"key":"10.3233\/WEB-180379_ref16","doi-asserted-by":"crossref","unstructured":"A.\u00a0Mostayed, M.\u00a0Mazumder, S.\u00a0Kim and S.\u00a0Park, Abnormal gait detection using discrete Fourier transform, in: Proc. of the International Conference on Multimedia and Ubiquitous Engineering, MUE \u201908, IEEE, Washington DC, USA, 2008, pp.\u00a036\u201340.","DOI":"10.1109\/MUE.2008.59"},{"key":"10.3233\/WEB-180379_ref17","doi-asserted-by":"crossref","unstructured":"A.\u00a0Qumar, W.\u00a0Aziz, S.\u00a0Saeed, I.\u00a0Ahmed and L.\u00a0Hussain, Comparative study of multiscale entropy analysis and symbolic time series analysis when applied to human gait dynamics, in: Proc. of the International Conference on Open Source Systems and Technologies, ICOSST\u2019 13, IEEE, Washington DC, USA, 2013, pp.\u00a0126\u2013132.","DOI":"10.1109\/ICOSST.2013.6720618"},{"issue":"8","key":"10.3233\/WEB-180379_ref18","doi-asserted-by":"publisher","first-page":"1434","DOI":"10.1109\/TBME.2004.827933","article-title":"Gait assessment in Parkinson\u2019s disease: Toward an ambulatory system for long-term monitoring","volume":"51","author":"Salarian","year":"2004","journal-title":"IEEE Transactions on Biomedical Engineering"},{"issue":"3","key":"10.3233\/WEB-180379_ref19","first-page":"129","article-title":"The pathophysiology of motors symptoms in Parkinson\u2019s disease","volume":"103","author":"Santens","year":"2003","journal-title":"Acta Neurologica Belgica"},{"key":"10.3233\/WEB-180379_ref20","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1016\/j.cmpb.2016.07.029","article-title":"A survey of nature-inspired algorithms for feature selection to identify Parkinson\u2019s disease","volume":"139","author":"Shrivastava","year":"2017","journal-title":"Computer Methods & Programs in Biomedicine"},{"key":"10.3233\/WEB-180379_ref21","unstructured":"A.\u00a0Taktak, Clinical Engineering: A Handbook for Clinical and Biomedical Engineers, Academic Press, 2014."},{"issue":"2","key":"10.3233\/WEB-180379_ref22","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/S1350-4533(99)00030-2","article-title":"A practical gait analysis system using gyroscopes","volume":"21","author":"Tong","year":"1999","journal-title":"Medical Engineering & Physics"},{"key":"10.3233\/WEB-180379_ref23","first-page":"162","article-title":"Underwater gait training improves gait characteristic in Parkinson disease patients","volume":"49S2","author":"Volpe","year":"2016","journal-title":"Gait & Posture"},{"key":"10.3233\/WEB-180379_ref24","unstructured":"T.\u00a0Wakaki, H.\u00a0Itakura, M.\u00a0Tamura, H.\u00a0Motoda and T.\u00a0Washio, A\u00a0study on rough set-aided feature selection for automatic web-page classification, in: Web Intelligence and Agent Systems, Vol.\u00a04, IOS Press, 2006, pp.\u00a0431\u2013441."},{"issue":"21","key":"10.3233\/WEB-180379_ref25","doi-asserted-by":"publisher","first-page":"7601","DOI":"10.1016\/j.eswa.2015.06.012","article-title":"Predicting hypertension without measurement: A non-invasive, questionnaire based approach","volume":"42","author":"Wang","year":"2015","journal-title":"Expert Systems with Applications"},{"issue":"11","key":"10.3233\/WEB-180379_ref26","doi-asserted-by":"publisher","first-page":"4566","DOI":"10.1109\/JSEN.2016.2545708","article-title":"A comparative study on human activity recognition using inertial sensors in a smartphone","volume":"16","author":"Wang","year":"2016","journal-title":"IEEE Sensors Journal"},{"key":"10.3233\/WEB-180379_ref27","doi-asserted-by":"crossref","unstructured":"Z.\u00a0Wang and R.\u00a0Ji, Estimate spatial-temporal parameters of human gait using inertial sensors, in: Proc. of the International Conference on Cyber Technology in Automation, Control, and Intelligent Systems, CYBER\u2019 15, IEEE, Washington DC, USA, 2015, pp.\u00a01883\u20131888.","DOI":"10.1109\/CYBER.2015.7288234"},{"key":"10.3233\/WEB-180379_ref28","unstructured":"M.\u00a0Whittle, An Introduction to Gait Analysis, Oxford, 2007."},{"key":"10.3233\/WEB-180379_ref29","doi-asserted-by":"publisher","DOI":"10.1109\/BMEI.2010.5639455"},{"issue":"3","key":"10.3233\/WEB-180379_ref30","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1109\/TNSRE.2013.2260561","article-title":"Accelerometry-based gait analysis and its application to Parkinson\u2019s disease assessment","volume":"22","author":"Yoneyama","year":"2014","journal-title":"IEEE Transactions on Neural Systems and Rehabilitation Engineering"},{"key":"10.3233\/WEB-180379_ref31","unstructured":"L.\u00a0Yu and H.\u00a0Liu, Feature selection for high-dimensional data: A fast correlation-based filter solution, in: Proc. of the Twentieth International Conference on Machine Learning, ICML\u2019 03, IEEE, Washington DC, USA, 2003, pp.\u00a0856\u2013863."}],"container-title":["Web Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/WEB-180379","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T05:27:05Z","timestamp":1777613225000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/WEB-180379"}},"subtitle":[],"editor":[{"given":"Zili","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Li","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Li","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Xiangliang","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2018,6,11]]},"references-count":31,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.3233\/web-180379","relation":{},"ISSN":["2405-6464","2405-6456"],"issn-type":[{"value":"2405-6464","type":"electronic"},{"value":"2405-6456","type":"print"}],"subject":[],"published":{"date-parts":[[2018,6,11]]}}}