{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,10]],"date-time":"2026-10-10T11:57:01Z","timestamp":1791633421342,"version":"4.3.4"},"reference-count":44,"publisher":"XMLink","issue":"1","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["82071017"],"award-info":[{"award-number":["82071017"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Natural Science Foundation of Hubei Province","award":["2021CFB125"],"award-info":[{"award-number":["2021CFB125"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["2042021kf0232"],"award-info":[{"award-number":["2042021kf0232"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["2042021kf0093"],"award-info":[{"award-number":["2042021kf0093"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["e-aair.org"],"crossmark-restriction":false},"short-container-title":["Allergy Asthma Immunol Res"],"DOI":"10.4168\/aair.2023.15.1.67","type":"journal-article","created":{"date-parts":[[2023,1,17]],"date-time":"2023-01-17T22:49:01Z","timestamp":1673995741000},"page":"67","update-policy":"https:\/\/doi.org\/10.4168\/crossmark_policy","source":"Crossref","is-referenced-by-count":20,"title":["Development, Validation and Comparison of Artificial Neural Network and Logistic Regression Models Predicting Eosinophilic Chronic Rhinosinusitis With Nasal Polyps"],"prefix":"10.4168","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3041-4365","authenticated-orcid":false,"given":"Huiqin","family":"Zhou","sequence":"first","affiliation":[{"name":"Department of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."},{"name":"Research Institute of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2222-1413","authenticated-orcid":false,"given":"Wenjun","family":"Fan","sequence":"additional","affiliation":[{"name":"Department of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."},{"name":"Research Institute of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5776-8596","authenticated-orcid":false,"given":"Danxue","family":"Qin","sequence":"additional","affiliation":[{"name":"Department of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."},{"name":"Research Institute of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4479-1583","authenticated-orcid":false,"given":"Peiqiang","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."},{"name":"Research Institute of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7952-5058","authenticated-orcid":false,"given":"Ziang","family":"Gao","sequence":"additional","affiliation":[{"name":"Department of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."},{"name":"Research Institute of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0890-6862","authenticated-orcid":false,"given":"Hao","family":"Lv","sequence":"additional","affiliation":[{"name":"Department of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."},{"name":"Research Institute of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3908-2758","authenticated-orcid":false,"given":"Wei","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."},{"name":"Research Institute of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0651-5446","authenticated-orcid":false,"given":"Rong","family":"Xiang","sequence":"additional","affiliation":[{"name":"Department of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."},{"name":"Research Institute of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7751-6345","authenticated-orcid":false,"given":"Yu","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."},{"name":"Research Institute of Otolaryngology-Head and Neck Surgery, Renmin Hospital of Wuhan University, Wuhan, China."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"18617","published-online":{"date-parts":[[2023]]},"reference":[{"key":"10.4168\/aair.2023.15.1.67_ref1","doi-asserted-by":"crossref","first-page":"1216","DOI":"10.1111\/j.1398-9995.2011.02646.x","volume":"66","author":"Hastan","year":"2011","journal-title":"Allergy"},{"key":"10.4168\/aair.2023.15.1.67_ref2","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1111\/all.12577","volume":"70","author":"Shi","year":"2015","journal-title":"Allergy"},{"key":"10.4168\/aair.2023.15.1.67_ref3","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4193\/Rhin20.401","volume":"58","author":"Fokkens","year":"2020","journal-title":"Rhinology"},{"key":"10.4168\/aair.2023.15.1.67_ref4","doi-asserted-by":"crossref","first-page":"302","DOI":"10.1016\/j.jaip.2019.08.007","volume":"8","author":"Sella","year":"2020","journal-title":"J Allergy Clin Immunol Pract"},{"key":"10.4168\/aair.2023.15.1.67_ref5","doi-asserted-by":"crossref","first-page":"239","DOI":"10.2332\/allergolint.10-RAI-0231","volume":"59","author":"Ishitoya","year":"2010","journal-title":"Allergol Int"},{"key":"10.4168\/aair.2023.15.1.67_ref6","doi-asserted-by":"crossref","first-page":"1344","DOI":"10.1016\/j.jaci.2016.05.041","volume":"138","author":"Wang","year":"2016","journal-title":"J Allergy Clin Immunol"},{"key":"10.4168\/aair.2023.15.1.67_ref7","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1002\/alr.22234","volume":"9","author":"Wang","year":"2019","journal-title":"Int Forum Allergy Rhinol"},{"key":"10.4168\/aair.2023.15.1.67_ref8","doi-asserted-by":"crossref","first-page":"100531","DOI":"10.1016\/j.waojou.2021.100531","volume":"14","author":"Luo","year":"2021","journal-title":"World Allergy Organ J"},{"key":"10.4168\/aair.2023.15.1.67_ref9","doi-asserted-by":"crossref","first-page":"873","DOI":"10.12998\/wjcc.v2.i12.873","volume":"2","author":"Wang","year":"2014","journal-title":"World J Clin Cases"},{"key":"10.4168\/aair.2023.15.1.67_ref10","first-page":"261","volume":"57","author":"Jiang","year":"2019","journal-title":"Rhinology"},{"key":"10.4168\/aair.2023.15.1.67_ref11","doi-asserted-by":"crossref","first-page":"1421","DOI":"10.1002\/alr.22194","volume":"8","author":"McHugh","year":"2018","journal-title":"Int Forum Allergy Rhinol"},{"key":"10.4168\/aair.2023.15.1.67_ref12","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1016\/j.anl.2018.09.001","volume":"46","author":"Konno","year":"2019","journal-title":"Auris Nasus Larynx"},{"key":"10.4168\/aair.2023.15.1.67_ref13","doi-asserted-by":"crossref","first-page":"252","DOI":"10.1177\/1945892418779451","volume":"32","author":"Ho","year":"2018","journal-title":"Am J Rhinol Allergy"},{"key":"10.4168\/aair.2023.15.1.67_ref14","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1097\/ACI.0000000000000602","volume":"20","author":"Ho","year":"2020","journal-title":"Curr Opin Allergy Clin Immunol"},{"key":"10.4168\/aair.2023.15.1.67_ref15","doi-asserted-by":"crossref","first-page":"812","DOI":"10.1002\/alr.21749","volume":"6","author":"Meng","year":"2016","journal-title":"Int Forum Allergy Rhinol"},{"key":"10.4168\/aair.2023.15.1.67_ref16","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1002\/alr.22636","volume":"11","author":"Zhong","year":"2021","journal-title":"Int Forum Allergy Rhinol"},{"key":"10.4168\/aair.2023.15.1.67_ref17","doi-asserted-by":"crossref","first-page":"726","DOI":"10.1002\/alr.22901","volume":"12","author":"Yu","year":"2022","journal-title":"Int Forum Allergy Rhinol"},{"key":"10.4168\/aair.2023.15.1.67_ref18","doi-asserted-by":"crossref","first-page":"574","DOI":"10.1111\/coa.13536","volume":"45","author":"McHugh","year":"2020","journal-title":"Clin Otolaryngol"},{"key":"10.4168\/aair.2023.15.1.67_ref19","doi-asserted-by":"crossref","first-page":"498","DOI":"10.1002\/lary.22507","volume":"122","author":"Hu","year":"2012","journal-title":"Laryngoscope"},{"key":"10.4168\/aair.2023.15.1.67_ref20","doi-asserted-by":"crossref","first-page":"602","DOI":"10.1164\/rccm.9120-11ST","volume":"184","author":"Dweik","year":"2011","journal-title":"Am J Respir Crit Care Med"},{"key":"10.4168\/aair.2023.15.1.67_ref21","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1159\/000479387","volume":"173","author":"Kambara","year":"2017","journal-title":"Int Arch Allergy Immunol"},{"key":"10.4168\/aair.2023.15.1.67_ref22","doi-asserted-by":"crossref","first-page":"853","DOI":"10.1159\/000509211","volume":"181","author":"Lv","year":"2020","journal-title":"Int Arch Allergy Immunol"},{"key":"10.4168\/aair.2023.15.1.67_ref23","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1186\/s40463-020-00465-y","volume":"49","author":"Zhu","year":"2020","journal-title":"J Otolaryngol Head Neck Surg"},{"key":"10.4168\/aair.2023.15.1.67_ref24","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1016\/j.alit.2018.09.005","volume":"68","author":"Yoshida","year":"2019","journal-title":"Allergol Int"},{"key":"10.4168\/aair.2023.15.1.67_ref25","doi-asserted-by":"crossref","first-page":"219","DOI":"10.3390\/jcm11010219","volume":"11","author":"Imbalzano","year":"2021","journal-title":"J Clin Med"},{"key":"10.4168\/aair.2023.15.1.67_ref26","first-page":"49","volume":"72","author":"Checcucci","year":"2020","journal-title":"Minerva Urol Nefrol"},{"key":"10.4168\/aair.2023.15.1.67_ref27","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1002\/lary.27850","volume":"130","author":"Crowson","year":"2020","journal-title":"Laryngoscope"},{"key":"10.4168\/aair.2023.15.1.67_ref28","doi-asserted-by":"crossref","first-page":"S35","DOI":"10.1016\/S0194-5998(97)70005-6","volume":"117","author":"Lund","year":"1997","journal-title":"Otolaryngol Head Neck Surg"},{"key":"10.4168\/aair.2023.15.1.67_ref29","doi-asserted-by":"crossref","first-page":"583","DOI":"10.1016\/j.anl.2011.01.007","volume":"38","author":"Sakuma","year":"2011","journal-title":"Auris Nasus Larynx"},{"key":"10.4168\/aair.2023.15.1.67_ref30","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18637\/jss.v036.i11","volume":"36","author":"Kursa","year":"2010","journal-title":"J Stat Softw"},{"key":"10.4168\/aair.2023.15.1.67_ref31","doi-asserted-by":"crossref","first-page":"1225","DOI":"10.1016\/S0895-4356(96)00002-9","volume":"49","author":"Tu","year":"1996","journal-title":"J Clin Epidemiol"},{"key":"10.4168\/aair.2023.15.1.67_ref32","doi-asserted-by":"crossref","first-page":"59","DOI":"10.4193\/Rhin17.111","volume":"56","author":"Frend\u00f8","year":"2018","journal-title":"Rhinology"},{"key":"10.4168\/aair.2023.15.1.67_ref33","doi-asserted-by":"crossref","first-page":"957","DOI":"10.1016\/j.jaci.2021.07.045","volume":"149","author":"Gevaert","year":"2022","journal-title":"J Allergy Clin Immunol"},{"key":"10.4168\/aair.2023.15.1.67_ref34","doi-asserted-by":"crossref","first-page":"555","DOI":"10.1016\/j.otohns.2007.02.004","volume":"137","author":"Hopkins","year":"2007","journal-title":"Otolaryngol Head Neck Surg"},{"key":"10.4168\/aair.2023.15.1.67_ref35","doi-asserted-by":"crossref","first-page":"995","DOI":"10.1111\/all.12644","volume":"70","author":"Tokunaga","year":"2015","journal-title":"Allergy"},{"key":"10.4168\/aair.2023.15.1.67_ref36","doi-asserted-by":"crossref","first-page":"174","DOI":"10.1038\/nrurol.2013.9","volume":"10","author":"Hu","year":"2013","journal-title":"Nat Rev Urol"},{"key":"10.4168\/aair.2023.15.1.67_ref37","doi-asserted-by":"crossref","first-page":"E3","DOI":"10.3171\/2018.8.FOCUS18438","volume":"45","author":"Harbaugh","year":"2018","journal-title":"Neurosurg Focus"},{"key":"10.4168\/aair.2023.15.1.67_ref38","doi-asserted-by":"crossref","first-page":"793230","DOI":"10.3389\/fmed.2021.793230","volume":"8","author":"Ma","year":"2021","journal-title":"Front Med (Lausanne)"},{"key":"10.4168\/aair.2023.15.1.67_ref39","first-page":"1337558","volume":"2021","author":"Shi","year":"2021","journal-title":"Biomed Res Int"},{"key":"10.4168\/aair.2023.15.1.67_ref40","doi-asserted-by":"crossref","first-page":"977","DOI":"10.1111\/jop.13089","volume":"49","author":"Chu","year":"2020","journal-title":"J Oral Pathol Med"},{"key":"10.4168\/aair.2023.15.1.67_ref41","doi-asserted-by":"crossref","first-page":"196","DOI":"10.3389\/fbioe.2020.00196","volume":"8","author":"Tong","year":"2020","journal-title":"Front Bioeng Biotechnol"},{"key":"10.4168\/aair.2023.15.1.67_ref42","doi-asserted-by":"crossref","first-page":"601","DOI":"10.1016\/j.eururo.2008.01.017","volume":"54","author":"Kawakami","year":"2008","journal-title":"Eur Urol"},{"key":"10.4168\/aair.2023.15.1.67_ref43","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1002\/alr.22632","volume":"11","author":"Thorwarth","year":"2021","journal-title":"Int Forum Allergy Rhinol"},{"key":"10.4168\/aair.2023.15.1.67_ref44","doi-asserted-by":"crossref","first-page":"765","DOI":"10.1016\/j.jfma.2016.12.006","volume":"116","author":"Wu","year":"2017","journal-title":"J Formos Med Assoc"}],"container-title":["Allergy, Asthma &amp; Immunology Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/e-aair.org\/pdf\/10.4168\/aair.2023.15.1.67","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/e-aair.org\/DOIx.php?id=10.4168\/aair.2023.15.1.67","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/e-aair.org\/DOIx.php?id=10.4168\/aair.2023.15.1.67","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,17]],"date-time":"2023-01-17T23:51:48Z","timestamp":1673999508000},"score":1,"resource":{"primary":{"URL":"https:\/\/e-aair.org\/DOIx.php?id=10.4168\/aair.2023.15.1.67"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":44,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2023]]}},"URL":"https:\/\/doi.org\/10.4168\/aair.2023.15.1.67","relation":{},"ISSN":["2092-7355","2092-7363"],"issn-type":[{"value":"2092-7355","type":"print"},{"value":"2092-7363","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"2022-04-18","name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-08-18","name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-09-02","name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-11-16","name":"published_online","label":"Published online","group":{"name":"publication_history","label":"Publication History"}},{"value":"Copyright \u00a9 2023 The Korean Academy of Asthma, Allergy and Clinical Immunology \u2022 The Korean Academy of Pediatric Allergy and Respiratory Disease","name":"copyright","label":"Copyright","group":{"name":"Copyright_and_licensing","label":"Copyright and Licensing"}},{"value":"This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.","name":"license","label":"License","explanation":{"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"},"group":{"name":"Copyright_and_licensing","label":"Copyright and Licensing"}}]}}