{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T02:28:25Z","timestamp":1776824905069,"version":"3.51.2"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100004837","name":"Ministerio de Innovaci\u00f3n y Ciencia Project DEEP-NEUROMAPS","doi-asserted-by":"publisher","award":["RTI2018-098913-B100"],"award-info":[{"award-number":["RTI2018-098913-B100"]}],"id":[{"id":"10.13039\/501100004837","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002878","name":"Consejer\u00eda de Econom\u00eda, Innovaci\u00f3n, Ciencia, y Empleo of the Junta de Andaluc\u00eda","doi-asserted-by":"publisher","award":["A-TIC-080-UGR18 TIC FRONTERA"],"award-info":[{"award-number":["A-TIC-080-UGR18 TIC FRONTERA"]}],"id":[{"id":"10.13039\/501100002878","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Ministerio de Universidades under the FPU Predoctoral","award":["FPU 18\/04902"],"award-info":[{"award-number":["FPU 18\/04902"]}]},{"DOI":"10.13039\/100000002","name":"Alzheimer\u2019s Disease Neuroimaging Initiative (ADNI), National Institutes of Health","doi-asserted-by":"publisher","award":["U01 AG024904"],"award-info":[{"award-number":["U01 AG024904"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"name":"DOD ADNI Department of Defense","award":["W81XWH-12-2-0012"],"award-info":[{"award-number":["W81XWH-12-2-0012"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/access.2020.2997736","type":"journal-article","created":{"date-parts":[[2020,5,26]],"date-time":"2020-05-26T19:43:53Z","timestamp":1590522233000},"page":"96981-96993","source":"Crossref","is-referenced-by-count":34,"title":["Optimized One vs One Approach in Multiclass Classification for Early Alzheimer\u2019s Disease and Mild Cognitive Impairment Diagnosis"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2494-2951","authenticated-orcid":false,"given":"Carmen","family":"Jimenez-Mesa","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5094-8911","authenticated-orcid":false,"given":"Ignacio Alvarez","family":"Illan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alberto","family":"Martin-Martin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Diego","family":"Castillo-Barnes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francisco Jesus","family":"Martinez-Murcia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Javier","family":"Ramirez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7069-1714","authenticated-orcid":false,"given":"Juan M.","family":"Gorriz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"crossref","first-page":"4395","DOI":"10.1118\/1.4730289","article-title":"Improved parkinsonism diagnosis using a partial least squares based approach","volume":"39","author":"jim\u00e9nez-hoyuela","year":"2012","journal-title":"Med Phys"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2018.03.011"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1049\/el.2009.1111"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065716500258"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.2174\/156720506776383103"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.2174\/1567205013666160314145158"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/11752790_2"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.11.017"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.neulet.2010.01.056"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2017.12.005"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.jneumeth.2017.12.010","article-title":"Random forest feature selection, fusion and ensemble strategy: Combining multiple morphological MRI measures to discriminate among healhy elderly, MCI, cMCI and Alzheimer&#x2019;s disease patients: From the Alzheimer&#x2019;s disease neuroimaging initiative (ADNI) database","volume":"302","author":"dimitriadis","year":"2018","journal-title":"J Neurosci Methods"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.07.071"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-4422(07)70178-3"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1602413113"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.266"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2012.01.021"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.200033797"},{"key":"ref16","first-page":"148","article-title":"Experiments with a new boosting algorithm","author":"freund","year":"1996","journal-title":"Proc Int Conf Int Conf Mach Learn (ICML)"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2012.05.002"},{"key":"ref18","article-title":"Statistical agnostic mapping: A framework in neuroimaging based on concentration inequalities","author":"gorriz","year":"2019","journal-title":"arXiv 1912 12274"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45404-7_37"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/nrn3475"},{"key":"ref27","first-page":"1137","article-title":"A study of cross-validation and bootstrap for accuracy estimation and model selection","author":"kohavi","year":"1995","journal-title":"Proc 14th Int Joint Conf Artif Intell"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2015.01.048"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/72.991427"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalz.2019.02.007"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2017.12.019"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2018.10.003"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2010.06.013"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1613\/jair.105"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref46","first-page":"975","article-title":"Probability estimates for multi-class classification by pairwise coupling","volume":"5","author":"wu","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2012.09.065"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.3233\/ICA-190605"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2019.03.032"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.3233\/JAD-170069"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2714579"},{"key":"ref42","first-page":"583","article-title":"The relative importance of imaging markers for the prediction of Alzheimer&#x2019;s disease dementia in mild cognitive impairment&#x2014;Beyond classical regression","volume":"8","author":"teipel","year":"2015","journal-title":"Neuro Image Clin"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2014.00156"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2011.03.050"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127647"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.23147"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065716500507"},{"key":"ref43","author":"vapnik","year":"1998","journal-title":"Statistical Learning Theory"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.09.072"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/09099858.pdf?arnumber=9099858","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T19:52:18Z","timestamp":1639770738000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9099858\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":47,"URL":"https:\/\/doi.org\/10.1109\/access.2020.2997736","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]}}}