{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,7]],"date-time":"2026-01-07T08:07:45Z","timestamp":1767773265037,"version":"3.40.5"},"reference-count":43,"publisher":"Informa UK Limited","issue":"14","funder":[{"name":"no financial support for the research"}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Applied Artificial Intelligence"],"published-print":{"date-parts":[[2021,12,6]]},"DOI":"10.1080\/08839514.2021.1975379","type":"journal-article","created":{"date-parts":[[2021,9,7]],"date-time":"2021-09-07T11:43:12Z","timestamp":1631014992000},"page":"1147-1168","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":15,"title":["Analysis of Machine Learning Methods for COVID-19 Detection Using Serum Raman Spectroscopy"],"prefix":"10.1080","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3178-519X","authenticated-orcid":false,"given":"David","family":"Chen","sequence":"first","affiliation":[{"name":"Schulich School of Medicine and Dentistry, University of Western Ontario, London, Canada"}]}],"member":"301","published-online":{"date-parts":[[2021,9,7]]},"reference":[{"key":"cit0001","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.11.000200"},{"key":"cit0002","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0177678"},{"key":"cit0003","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(96)00142-2"},{"key":"cit0004","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2014.2329330"},{"key":"cit0005","doi-asserted-by":"publisher","DOI":"10.1186\/s12864-019-6413-7"},{"key":"cit0006","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143874"},{"key":"cit0007","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.08.112"},{"key":"cit0008","doi-asserted-by":"publisher","DOI":"10.1002\/jbio.202000189"},{"key":"cit0009","doi-asserted-by":"publisher","DOI":"10.1038\/nbt930"},{"key":"cit0010","doi-asserted-by":"publisher","DOI":"10.1039\/C7SC02267K"},{"key":"cit0011","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-45087-0_28"},{"key":"cit0012","doi-asserted-by":"publisher","DOI":"10.1007\/s10103-013-1447-6"},{"key":"cit0013","doi-asserted-by":"publisher","DOI":"10.2214\/AJR.18.20224"},{"key":"cit0014","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2020.5910"},{"key":"cit0015","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gni181"},{"key":"cit0016","first-page":"209","author":"Howley T.","year":"2005","journal-title":"Applications and Innovations in Intelligent Systems"},{"key":"cit0017","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2013.01.011"},{"key":"cit0018","doi-asserted-by":"publisher","DOI":"10.1186\/s11671-019-3039-2"},{"key":"cit0019","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.7.002249"},{"key":"cit0020","doi-asserted-by":"publisher","DOI":"10.1016\/j.pdpdt.2018.10.014"},{"key":"cit0021","doi-asserted-by":"publisher","DOI":"10.1016\/j.pdpdt.2018.05.010"},{"key":"cit0022","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijleo.2017.11.097"},{"key":"cit0023","doi-asserted-by":"publisher","DOI":"10.2196\/19569"},{"key":"cit0024","doi-asserted-by":"publisher","DOI":"10.1021\/acs.molpharmaceut.7b00578"},{"key":"cit0025","doi-asserted-by":"publisher","DOI":"10.1373\/clinchem.2005.051532"},{"key":"cit0026","doi-asserted-by":"publisher","DOI":"10.1039\/C7AN01371J"},{"key":"cit0027","doi-asserted-by":"publisher","DOI":"10.1016\/j.trac.2019.115796"},{"key":"cit0028","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-020-0952-y"},{"key":"cit0029","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-014-0007-7"},{"key":"cit0030","doi-asserted-by":"publisher","DOI":"10.1021\/acs.analchem.0c02625"},{"key":"cit0031","unstructured":"Pedregosa, F., G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, Prettenhofer, P. \u00a0Weiss, R., Dubourg, V., Vanderplas, J., Passos, A., Cournapeau, D., Brucher, M., Perrot, M. \u00a0and D. Duchesnay. 2011. Scikit-learn: Machine learning in Python.\u00a0The Journal of Machine Learning Research\u00a012 (85):2825\u22122830."},{"key":"cit0032","doi-asserted-by":"publisher","DOI":"10.1039\/D0CS01019G"},{"key":"cit0033","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0118432"},{"key":"cit0034","doi-asserted-by":"publisher","DOI":"10.1080\/02664763.2013.864263"},{"key":"cit0035","doi-asserted-by":"publisher","DOI":"10.1038\/nprot.2008.73"},{"key":"cit0036","doi-asserted-by":"publisher","DOI":"10.1186\/s13635-019-0098-y"},{"key":"cit0037","doi-asserted-by":"publisher","DOI":"10.1016\/j.imu.2020.100427"},{"key":"cit0038","doi-asserted-by":"publisher","DOI":"10.1093\/ptj\/85.3.257"},{"key":"cit0039","doi-asserted-by":"publisher","DOI":"10.1002\/jrs.5608"},{"key":"cit0040","doi-asserted-by":"publisher","DOI":"10.1002\/bit.27100"},{"key":"cit0041","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0242535"},{"key":"cit0042","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1168\/2\/022022"},{"key":"cit0043","unstructured":"Yin, G., L. Li, S. Lu, Y. Yin, Y. Su, Y. Zeng, M. Luo, M. Ma, H. Zhou, D. Yao, G. Liu, and J. Lang. 2020. Data and code on serum Raman spectroscopy as an efficient primary screening of coronavirus disease in 2019 (COVID-19).\u00a0Figshare Dataset.\u00a0doi:10.6084\/m9.figshare.12159924.v1.\u00a0"}],"container-title":["Applied Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/08839514.2021.1975379","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,18]],"date-time":"2021-10-18T01:35:56Z","timestamp":1634520956000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/08839514.2021.1975379"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9,7]]},"references-count":43,"journal-issue":{"issue":"14","published-print":{"date-parts":[[2021,12,6]]}},"alternative-id":["10.1080\/08839514.2021.1975379"],"URL":"https:\/\/doi.org\/10.1080\/08839514.2021.1975379","relation":{},"ISSN":["0883-9514","1087-6545"],"issn-type":[{"type":"print","value":"0883-9514"},{"type":"electronic","value":"1087-6545"}],"subject":[],"published":{"date-parts":[[2021,9,7]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=uaai20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=uaai20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2021-01-29","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-05-29","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-08-27","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-09-07","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}