{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T22:20:03Z","timestamp":1743027603705,"version":"3.40.3"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319193892"},{"type":"electronic","value":"9783319193908"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-19390-8_43","type":"book-chapter","created":{"date-parts":[[2015,6,10]],"date-time":"2015-06-10T21:50:46Z","timestamp":1433973046000},"page":"379-386","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Binary and Multi-class Parkinsonian Disorders Classification Using Support Vector Machines"],"prefix":"10.1007","author":[{"given":"Rita","family":"Morisi","sequence":"first","affiliation":[]},{"given":"Giorgio","family":"Gnecco","sequence":"additional","affiliation":[]},{"given":"Nico","family":"Lanconelli","sequence":"additional","affiliation":[]},{"given":"Stefano","family":"Zanigni","sequence":"additional","affiliation":[]},{"given":"David Neil","family":"Manners","sequence":"additional","affiliation":[]},{"given":"Claudia","family":"Testa","sequence":"additional","affiliation":[]},{"given":"Stefania","family":"Evangelisti","sequence":"additional","affiliation":[]},{"given":"Laura Ludovica","family":"Gramegna","sequence":"additional","affiliation":[]},{"given":"Claudio","family":"Bianchini","sequence":"additional","affiliation":[]},{"given":"Pietro","family":"Cortelli","sequence":"additional","affiliation":[]},{"given":"Caterina","family":"Tonon","sequence":"additional","affiliation":[]},{"given":"Raffaele","family":"Lodi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,6,9]]},"reference":[{"issue":"3","key":"43_CR1","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1016\/j.neuint.2013.06.005","volume":"63","author":"S Sharma","year":"2013","unstructured":"Sharma, S., et al.: Biomarkers in Parkinson\u2019s disease (recent update). Neurochem. Int. 63(3), 201\u2013229 (2013)","journal-title":"Neurochem. Int."},{"issue":"2","key":"43_CR2","doi-asserted-by":"publisher","first-page":"266","DOI":"10.1002\/mds.25737","volume":"29","author":"A Cherubini","year":"2014","unstructured":"Cherubini, A., et al.: Magnetic resonance support vector machine discriminates between parkinson disease and progressive supranuclear palsy. Mov. Disord. 29(2), 266\u2013269 (2014)","journal-title":"Mov. Disord."},{"issue":"11","key":"43_CR3","doi-asserted-by":"publisher","first-page":"e47714","DOI":"10.1371\/journal.pone.0047714","volume":"7","author":"D Long","year":"2012","unstructured":"Long, D., et al.: Automatic classification of early Parkinson\u2019s disease with multi-modal MR imaging. PloS one 7(11), e47714 (2012)","journal-title":"PloS one"},{"issue":"11","key":"43_CR4","doi-asserted-by":"publisher","first-page":"2123","DOI":"10.3174\/ajnr.A3126","volume":"33","author":"S Haller","year":"2012","unstructured":"Haller, S., et al.: Individual detection of patients with Parkinson disease using support vector machine analysis of diffusion tensor imaging data: initial results. Am. J. Neuroradiol. 33(11), 2123\u20132128 (2012)","journal-title":"Am. J. Neuroradiol."},{"issue":"7","key":"43_CR5","doi-asserted-by":"publisher","first-page":"e69237","DOI":"10.1371\/journal.pone.0069237","volume":"8","author":"AF Marquand","year":"2013","unstructured":"Marquand, A.F., et al.: Automated, high accuracy classification of Parkinsonian disorders: a pattern recognition approach. PloS one 8(7), e69237 (2013)","journal-title":"PloS one"},{"issue":"1","key":"43_CR6","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1001\/archneur.56.1.33","volume":"56","author":"DJ Gelb","year":"1999","unstructured":"Gelb, D.J., Oliver, E., Gilman, S.: Diagnostic criteria for Parkinson disease. Arch. Neurol. 56(1), 33\u201339 (1999)","journal-title":"Arch. Neurol."},{"issue":"10","key":"43_CR7","doi-asserted-by":"publisher","first-page":"2690","DOI":"10.1093\/brain\/awn195","volume":"131","author":"G Rizzo","year":"2008","unstructured":"Rizzo, G., et al.: Diffusion-weighted brain imaging study of patients with clinical diagnosis of corticobasal degeneration, progressive supranuclear palsy and parkinson\u2019s disease. Brain 131(10), 2690\u20132700 (2008)","journal-title":"Brain"},{"key":"43_CR8","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1007\/978-1-60327-241-4_13","volume-title":"Data Mining Techniques for the Life Sciences","author":"A Ben-Hur","year":"2010","unstructured":"Ben-Hur, A., Jason, W.: A user\u2019s guide to support vector machines. In: Carugo, O., Eisenhaber, F. (eds.) Data Mining Techniques for the Life Sciences, pp. 223\u2013239. Humana Press, New York (2010)"},{"issue":"3","key":"43_CR9","doi-asserted-by":"publisher","first-page":"27:1","DOI":"10.1145\/1961189.1961199","volume":"2","author":"CC Chang","year":"2011","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines. ACM Trans. Intell. Syst. Technol. 2(3), 27:1\u201327:27 (2011)","journal-title":"ACM Trans. Intell. Syst. Technol."},{"key":"43_CR10","first-page":"61","volume-title":"Advances in Large Margin Classifiers","author":"JC Platt","year":"1999","unstructured":"Platt, J.C.: Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods. In: Smola, A.J., Bartlett, P.L., Scholkopf, B., Schurmans, D. (eds.) Advances in Large Margin Classifiers, pp. 61\u201374. MIT Press, Cambridge (1999)"},{"issue":"4","key":"43_CR11","doi-asserted-by":"publisher","first-page":"537","DOI":"10.1109\/72.298224","volume":"5","author":"R Battiti","year":"1994","unstructured":"Battiti, R.: Using mutual information for selecting features in supervised neural net learning. IEEE Trans. Neural Netw. 5(4), 537\u2013550 (1994)","journal-title":"IEEE Trans. Neural Netw."},{"key":"43_CR12","volume-title":"Pattern Recognition","author":"S Theodoridis","year":"2009","unstructured":"Theodoridis, S., Koutroumbas, K.: Pattern Recognition, 4th edn. Academic Press, New York (2009)","edition":"4"},{"issue":"6","key":"43_CR13","doi-asserted-by":"publisher","first-page":"456","DOI":"10.1016\/j.jbi.2005.03.003","volume":"38","author":"RE Abdel-Aal","year":"2005","unstructured":"Abdel-Aal, R.E.: GMDH-based feature ranking and selection for improved classification of medical data. J. Biomed. Inform. 38(6), 456\u2013468 (2005)","journal-title":"J. Biomed. Inform."}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition and Image Analysis"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-19390-8_43","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,21]],"date-time":"2023-02-21T01:49:02Z","timestamp":1676944142000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-19390-8_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319193892","9783319193908"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-19390-8_43","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"9 June 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}