{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,24]],"date-time":"2026-09-24T17:19:28Z","timestamp":1790270368137,"version":"4.1.0"},"reference-count":32,"publisher":"Informa UK Limited","license":[{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IJGM"],"DOI":"10.2147\/ijgm.s484237","type":"journal-article","created":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T15:15:15Z","timestamp":1732720515000},"page":"5623-5631","source":"Crossref","is-referenced-by-count":13,"title":["A Machine-Learning Model Based on Clinical Features for the Prediction of Severe Dysphagia After Ischemic Stroke"],"prefix":"10.2147","volume":"Volume 17","author":[{"given":"Feng","family":"Ye","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liang-Ling","family":"Cheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3514-0268","authenticated-orcid":true,"given":"Wei-Min","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ying","family":"Guo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiao-Fang","family":"Fan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2024,11]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","first-page":"1457","DOI":"10.1016\/j.amjmed.2021.07.027","volume":"134","author":"Feske","year":"2021","journal-title":"Am J Med"},{"key":"ref2","doi-asserted-by":"publisher","first-page":"S6","DOI":"10.1212\/WNL.0000000000012781","volume":"97","author":"Saini","year":"2021","journal-title":"Neurology"},{"key":"ref3","doi-asserted-by":"publisher","first-page":"420","DOI":"10.1186\/s12877-022-02960-5","volume":"22","author":"Banda","year":"2022","journal-title":"BMC Geriatr"},{"key":"ref4","doi-asserted-by":"publisher","first-page":"364","DOI":"10.1002\/lary.29311","volume":"132","author":"McIntyre","year":"2022","journal-title":"Laryngoscope"},{"key":"ref5","doi-asserted-by":"publisher","first-page":"741","DOI":"10.1097\/WCO.0000000000001117","volume":"35","author":"Todisco","year":"2022","journal-title":"Curr Opin Neurol"},{"key":"ref6","doi-asserted-by":"publisher","first-page":"675","DOI":"10.1016\/j.beth.2020.05.002","volume":"51","author":"Jiang","year":"2020","journal-title":"Behav Ther"},{"key":"ref7","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1016\/j.puhe.2022.01.007","volume":"205","author":"Costa","year":"2022","journal-title":"Public Health"},{"key":"ref8","doi-asserted-by":"publisher","first-page":"523","DOI":"10.1007\/s11906-022-01212-6","volume":"24","author":"Silva","year":"2022","journal-title":"Curr Hypertens Rep"},{"key":"ref9","doi-asserted-by":"publisher","first-page":"102289","DOI":"10.1016\/j.artmed.2022.102289","volume":"128","author":"Ahsan","year":"2022","journal-title":"Artif Intell Med"},{"key":"ref10","doi-asserted-by":"publisher","first-page":"118","DOI":"10.1590\/s0004-28032012000200005","volume":"49","author":"Baroni","year":"2012","journal-title":"Arq Gastroenterol"},{"key":"ref11","doi-asserted-by":"publisher","first-page":"e3033","DOI":"10.1002\/brb3.3033","volume":"13","author":"Wang","year":"2023","journal-title":"Brain Behav"},{"key":"ref12","doi-asserted-by":"publisher","first-page":"741","DOI":"10.1007\/s00405-020-06429-2","volume":"278","author":"Dispenza","year":"2021","journal-title":"Eur Arch Otorhinolaryngol"},{"key":"ref13","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s00455-022-10443-3","volume":"38","author":"D\u2019Netto","year":"2023","journal-title":"Dysphagia"},{"key":"ref14","doi-asserted-by":"publisher","first-page":"85","DOI":"10.3233\/BMR-170801","volume":"32","author":"Xu","year":"2019","journal-title":"J Back Musculoskelet Rehabil"},{"key":"ref15","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1016\/j.jchf.2019.06.013","volume":"8","author":"Angraal","year":"2020","journal-title":"JACC Heart Fail"},{"key":"ref16","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1038\/s41580-021-00407-0","volume":"23","author":"Greener","year":"2022","journal-title":"Nat Rev Mol Cell Biol"},{"key":"ref17","doi-asserted-by":"publisher","first-page":"1263","DOI":"10.1161\/STROKEAHA.118.024293","volume":"50","author":"Heo","year":"2019","journal-title":"Stroke"},{"key":"ref18","doi-asserted-by":"publisher","first-page":"105381","DOI":"10.1016\/j.cmpb.2020.105381","volume":"190","author":"Lin","year":"2020","journal-title":"Comput Methods Programs Biomed"},{"key":"ref19","doi-asserted-by":"publisher","first-page":"1957","DOI":"10.1007\/s00234-021-02813-9","volume":"63","author":"Wagner","year":"2021","journal-title":"Neuroradiology"},{"key":"ref20","doi-asserted-by":"publisher","first-page":"462","DOI":"10.1186\/s12967-020-02620-5","volume":"18","author":"Hou","year":"2020","journal-title":"J Transl Med"},{"key":"ref21","doi-asserted-by":"publisher","first-page":"e13872","DOI":"10.1111\/acel.13872","volume":"22","author":"Bernard","year":"2023","journal-title":"Aging Cell"},{"key":"ref22","doi-asserted-by":"crossref","unstructured":"Tsarapatsani K, Sakellarios AI, Pezoulas VC, et al. Machine learning models for cardiovascular disease events prediction. 2022 Annu Int Conf IEEE Eng Med Biol Soc. 2022:1066\u20131069. doi:10.1109\/EMBC48229.2022.9871121.","DOI":"10.1109\/EMBC48229.2022.9871121"},{"key":"ref23","doi-asserted-by":"publisher","first-page":"107070","DOI":"10.1016\/j.jstrokecerebrovasdis.2023.107070","volume":"32","author":"Wang","year":"2023","journal-title":"J Stroke Cerebrovasc Dis"},{"key":"ref24","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1186\/s12877-021-02055-7","volume":"21","author":"Einstad","year":"2021","journal-title":"BMC Geriatr"},{"key":"ref25","doi-asserted-by":"publisher","first-page":"912","DOI":"10.23736\/S1973-9087.21.06802-7","volume":"57","author":"Abd-Elmonem","year":"2021","journal-title":"Eur J Phys Rehabil Med"},{"key":"ref26","doi-asserted-by":"publisher","first-page":"1003","DOI":"10.1007\/s12603-018-1055-z","volume":"22","author":"Zhao","year":"2018","journal-title":"J Nutr Health Aging"},{"key":"ref27","doi-asserted-by":"publisher","first-page":"164","DOI":"10.1016\/j.jstrokecerebrovasdis.2006.05.006","volume":"15","author":"Crary","year":"2006","journal-title":"J Stroke Cerebrovasc Dis"},{"key":"ref28","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1136\/svn-2021-001091","volume":"7","author":"Rajashekar","year":"2022","journal-title":"Stroke Vasc Neurol"},{"key":"ref29","doi-asserted-by":"publisher","first-page":"287","DOI":"10.2147\/CIA.S23404","volume":"7","author":"Sura","year":"2012","journal-title":"Clin Interv Aging"},{"key":"ref30","doi-asserted-by":"publisher","first-page":"CD012679","DOI":"10.1002\/14651858.CD012679.pub2","volume":"10","author":"Boaden","year":"2021","journal-title":"Cochrane Database Syst Rev"},{"key":"ref31","doi-asserted-by":"publisher","first-page":"963","DOI":"10.1161\/01.STR.0000206546.76860.6b","volume":"37","author":"Agyeman","year":"2006","journal-title":"Stroke"},{"key":"ref32","doi-asserted-by":"publisher","first-page":"240","DOI":"10.1159\/000229778","volume":"33","author":"Turin","year":"2009","journal-title":"Neuroepidemiology"}],"container-title":["International Journal of General Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.dovepress.com\/article\/download\/97786","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.dovepress.com\/article\/download\/97786","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T15:15:19Z","timestamp":1732720519000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.dovepress.com\/a-machine-learning-model-based-on-clinical-features-for-the-prediction-peer-reviewed-fulltext-article-IJGM"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11]]},"references-count":32,"URL":"https:\/\/doi.org\/10.2147\/ijgm.s484237","relation":{},"ISSN":["1178-7074"],"issn-type":[{"value":"1178-7074","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11]]}}}