{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,24]],"date-time":"2026-10-24T21:08:40Z","timestamp":1792876120840,"version":"4.5.0"},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"1","content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J NeuroEngineering Rehabil"],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1186\/s12984-017-0249-7","type":"journal-article","created":{"date-parts":[[2017,5,2]],"date-time":"2017-05-02T11:17:08Z","timestamp":1493723828000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":29,"title":["Principal component analysis for ataxic gait using a triaxial accelerometer"],"prefix":"10.1186","volume":"14","author":[{"given":"Akira","family":"Matsushima","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kunihiro","family":"Yoshida","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hirokazu","family":"Genno","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shu-ichi","family":"Ikeda","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2017,5,2]]},"reference":[{"key":"249_CR1","doi-asserted-by":"publisher","first-page":"607","DOI":"10.1111\/ene.12350","volume":"21","author":"M Rossi","year":"2014","unstructured":"Rossi M, Perez-Lloret S, Doldan L, Cerquetti D, Balej J, Millar Vernetti P, et al. Autosomal dominant cerebellar ataxias: a systematic review of clinical features. Eur J Neurol. 2014;21:607\u201315.","journal-title":"Eur J Neurol"},{"key":"249_CR2","doi-asserted-by":"publisher","first-page":"294","DOI":"10.1002\/mds.25847","volume":"29","author":"DJ Lin","year":"2014","unstructured":"Lin DJ, Hermann KL, Schmahmann JD. Multiple system atrophy of the cerebellar type: clinical state of the art. Mov Disord. 2014;29:294\u2013304.","journal-title":"Mov Disord"},{"key":"249_CR3","doi-asserted-by":"publisher","first-page":"1717","DOI":"10.1212\/01.wnl.0000219042.60538.92","volume":"66","author":"T Schmitz-H\u00fcbsch","year":"2006","unstructured":"Schmitz-H\u00fcbsch T, du Montcel ST, Baliko L, Berciano J, Boesch S, Depondt C, et al. Scale for the assessment and rating of ataxia: development of a new clinical scale. Neurology. 2006;66:1717\u201320.","journal-title":"Neurology"},{"key":"249_CR4","doi-asserted-by":"publisher","first-page":"1391","DOI":"10.1002\/mds.20255","volume":"19","author":"GK Wenning","year":"2004","unstructured":"Wenning GK, Tison F, Seppi K, Sampaio C, Diem A, Yekhlef F, et al. Development and validation of the Unified Multiple System Atrophy Rating Scale (UMSARS). Mov Disord. 2004;19:1391\u2013402.","journal-title":"Mov Disord"},{"key":"249_CR5","doi-asserted-by":"publisher","first-page":"320","DOI":"10.1016\/S0268-0033(98)00089-8","volume":"13","author":"R Moe-Nilssen","year":"1998","unstructured":"Moe-Nilssen R. A new method for evaluating motor control in gait under real-life environmental conditions. Part 1: the instrument. Clin Biomech (Bristol, Avon). 1998;13:320\u20137.","journal-title":"Clin Biomech (Bristol, Avon)"},{"key":"249_CR6","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1016\/j.medengphy.2013.06.005","volume":"36","author":"V Lugade","year":"2014","unstructured":"Lugade V, Fortune E, Morrow M, Kaufman K. Validity of using tri-axial accelerometers to measure human movement - Part I: posture and movement detection. Med Eng Phys. 2014;36:169\u201376.","journal-title":"Med Eng Phys"},{"key":"249_CR7","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1016\/j.gaitpost.2014.03.189","volume":"40","author":"PB Shull","year":"2014","unstructured":"Shull PB, Jirattigalachote W, Hunt MA, Cutkosky MR, Delp SL. Quantified self and human movement: a review on the clinical impact of wearable sensing and feedback for gait analysis and intervention. Gait Posture. 2014;40:11\u20139.","journal-title":"Gait Posture"},{"key":"249_CR8","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1186\/s12984-016-0136-7","volume":"13","author":"C Godinho","year":"2016","unstructured":"Godinho C, Domingos J, Cunha G, Santos AT, Fernandes RM, Abreu D, et al. A systematic review of the characteristics and validity of monitoring technologies to assess Parkinson's disease. J Neuroeng Rehabil. 2016;13:24.","journal-title":"J Neuroeng Rehabil"},{"key":"249_CR9","doi-asserted-by":"publisher","first-page":"7772","DOI":"10.3390\/s100807772","volume":"10","author":"CC Yang","year":"2010","unstructured":"Yang CC, Hsu YL. A review of accelerometry-based wearable motion detectors for physical activity monitoring. Sensors (Basel). 2010;10:7772\u201388.","journal-title":"Sensors (Basel)"},{"key":"249_CR10","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1186\/s40673-015-0028-9","volume":"2","author":"A Matsushima","year":"2015","unstructured":"Matsushima A, Yoshida K, Genno H, Murata A, Matsuzawa S, Nakamura K, et al. Clinical assessment of standing and gait in ataxic patients using a triaxial accelerometer. Cerebellum Ataxias. 2015;2:9.","journal-title":"Cerebellum Ataxias"},{"key":"249_CR11","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1016\/j.jns.2015.09.004","volume":"358","author":"S Shirai","year":"2015","unstructured":"Shirai S, Yabe I, Matsushima M, Ito YM, Yoneyama M, Sasaki H. Quantitative evaluation of gait ataxia by accelerometers. J Neurol Sci. 2015;358:253\u20138.","journal-title":"J Neurol Sci"},{"key":"249_CR12","doi-asserted-by":"publisher","first-page":"929","DOI":"10.1136\/jnnp.2006.106914","volume":"78","author":"J Verghese","year":"2007","unstructured":"Verghese J, Wang C, Lipton RB, Holtzer R, Xue X. Quantitative gait dysfunction and risk of cognitive decline and dementia. J Neurol Neurosurg Psychiatry. 2007;78:929\u201335.","journal-title":"J Neurol Neurosurg Psychiatry"},{"key":"249_CR13","doi-asserted-by":"publisher","first-page":"820","DOI":"10.1093\/gerona\/gls255","volume":"68","author":"S Lord","year":"2013","unstructured":"Lord S, Galna B, Verghese J, Coleman S, Burn D, Rochester L. Independent domains of gait in older adults and associated motor and nonmotor attributes: validation of a factor analysis approach. J Gerontol A Biol Sci Med Sci. 2013;68:820\u20137.","journal-title":"J Gerontol A Biol Sci Med Sci"},{"key":"249_CR14","doi-asserted-by":"publisher","first-page":"7314","DOI":"10.3390\/s110807314","volume":"11","author":"CC Yang","year":"2011","unstructured":"Yang CC, Hsu YL, Shih KS, Lu JM. Real-time gait cycle parameter recognition using a wearable accelerometry system. Sensors (Basel). 2011;11:7314\u201326.","journal-title":"Sensors (Basel)"},{"key":"249_CR15","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1016\/S0021-9290(03)00233-1","volume":"37","author":"R Moe-Nilssen","year":"2004","unstructured":"Moe-Nilssen R, Helbostad JL. Estimation of gait cycle characteristics by trunk accelerometry. J Biomech. 2004;37:121\u20136.","journal-title":"J Biomech"},{"key":"249_CR16","volume-title":"Applied multivariate statistics for the social sciences","author":"JP Stevens","year":"2002","unstructured":"Stevens JP. Applied multivariate statistics for the social sciences. New Jersey: Lawrence Erlbaum Associates; 2002."},{"key":"249_CR17","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1016\/j.gaitpost.2011.03.024","volume":"34","author":"JH Hollman","year":"2011","unstructured":"Hollman JH, McDade EM, Petersen RC. Normative spatiotemporal gait parameters in older adults. Gait Posture. 2011;34:111\u20138.","journal-title":"Gait Posture"},{"key":"249_CR18","doi-asserted-by":"publisher","first-page":"1377","DOI":"10.1016\/S0003-9993(98)90231-3","volume":"79","author":"R Moe-Nilssen","year":"1998","unstructured":"Moe-Nilssen R. Test-retest reliability of trunk accelerometry during standing and walking. Arch Phys Med Rehabil. 1998;79:1377\u201385.","journal-title":"Arch Phys Med Rehabil"},{"key":"249_CR19","doi-asserted-by":"publisher","first-page":"659","DOI":"10.1016\/j.medengphy.2014.02.006","volume":"36","author":"E Fortune","year":"2014","unstructured":"Fortune E, Lugade V, Morrow M, Kaufman K. Validity of using tri-axial accelerometers to measure human movement - Part II: Step counts at a wide range of gait velocities. Med Eng Phys. 2014;36:659\u201369.","journal-title":"Med Eng Phys"},{"key":"249_CR20","doi-asserted-by":"publisher","first-page":"1101","DOI":"10.1016\/S1474-4422(15)00202-1","volume":"14","author":"H Jacobi","year":"2015","unstructured":"Jacobi H, du Montcel ST, Bauer P, Giunti P, Cook A, Labrum R, et al. Long-term disease progression in spinocerebellar ataxia types 1, 2, 3, and 6: a longitudinal cohort study. Lancet Neurol. 2015;14:1101\u20138.","journal-title":"Lancet Neurol"},{"key":"249_CR21","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1186\/1750-1172-8-177","volume":"8","author":"T Ashizawa","year":"2013","unstructured":"Ashizawa T, Figueroa KP, Perlman SL, Gomez CM, Wilmot GR, Schmahmann JD, et al. Clinical characteristics of patients with spinocerebellar ataxias 1, 2, 3 and 6 in the US; a prospective observational study. Orphanet J Rare Dis. 2013;8:177.","journal-title":"Orphanet J Rare Dis"},{"key":"249_CR22","doi-asserted-by":"publisher","first-page":"118","DOI":"10.1186\/s13023-014-0118-4","volume":"9","author":"K Yasui","year":"2014","unstructured":"Yasui K, Yabe I, Yoshida K, Kanai K, Arai K, Ito M, et al. A 3-year cohort study of the natural history of spinocerebellar ataxia type 6 in Japan. Orphanet J Rare Dis. 2014;9:118.","journal-title":"Orphanet J Rare Dis"},{"key":"249_CR23","doi-asserted-by":"publisher","first-page":"1823","DOI":"10.1212\/WNL.0b013e3181c33adf","volume":"73","author":"W Ilg","year":"2009","unstructured":"Ilg W, Synofzik M, Br\u00f6tz D, Burkard S, Giese MA, Sch\u00f6ls L. Intensive coordinative training improves motor performance in degenerative cerebellar disease. Neurology. 2009;73:1823\u201330.","journal-title":"Neurology"},{"key":"249_CR24","doi-asserted-by":"publisher","first-page":"515","DOI":"10.1177\/1545968311425918","volume":"26","author":"I Miyai","year":"2012","unstructured":"Miyai I, Ito M, Hattori N, Mihara M, Hatakenaka M, Yagura H, et al. Cerebellar Ataxia Rehabilitation Trialists Collaboration. Cerebellar ataxia rehabilitation trial in degenerative cerebellar diseases. Neurorehabil Neural Repair. 2012;26:515\u201322.","journal-title":"Neurorehabil Neural Repair"},{"key":"249_CR25","doi-asserted-by":"publisher","first-page":"150","DOI":"10.1186\/s12877-015-0147-4","volume":"15","author":"P Thingstad","year":"2015","unstructured":"Thingstad P, Egerton T, Ihlen EF, Taraldsen K, Moe-Nilssen R, Helbostad JL. Identification of gait domains and key gait variables following hip fracture. BMC Geriatr. 2015;15:150.","journal-title":"BMC Geriatr"},{"key":"249_CR26","doi-asserted-by":"publisher","first-page":"562","DOI":"10.1177\/1545968315600524","volume":"30","author":"L Awai","year":"2016","unstructured":"Awai L, Bolliger M, Ferguson AR, Courtine G, Curt A. Influence of spinal cord integrity on gait control in human spinal cord injury. Neurorehabil Neural Repair. 2016;30:562\u201372.","journal-title":"Neurorehabil Neural Repair"}],"container-title":["Journal of NeuroEngineering and Rehabilitation"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s12984-017-0249-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,5,2]],"date-time":"2017-05-02T11:17:11Z","timestamp":1493723831000},"score":1,"resource":{"primary":{"URL":"http:\/\/jneuroengrehab.biomedcentral.com\/articles\/10.1186\/s12984-017-0249-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5,2]]},"references-count":26,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,12]]}},"alternative-id":["249"],"URL":"https:\/\/doi.org\/10.1186\/s12984-017-0249-7","relation":{},"ISSN":["1743-0003"],"issn-type":[{"value":"1743-0003","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,5,2]]},"article-number":"37"}}