{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,3]],"date-time":"2026-08-03T14:51:10Z","timestamp":1785768670448,"version":"3.56.0"},"reference-count":12,"publisher":"Elsevier BV","issue":"4","license":[{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["clinicalkey.fr","clinicalkey.jp","clinicalkey.es","clinicalkey.com.au","clinicalkey.com","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["American Journal of Otolaryngology"],"published-print":{"date-parts":[[2024,7]]},"DOI":"10.1016\/j.amjoto.2024.104334","type":"journal-article","created":{"date-parts":[[2024,4,28]],"date-time":"2024-04-28T21:47:33Z","timestamp":1714340853000},"page":"104334","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":6,"title":["Pediatric tympanostomy tube assessment via deep learning"],"prefix":"10.1016","volume":"45","author":[{"given":"K.M.","family":"Chang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"S.S.","family":"Surapaneni","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"N.","family":"Shaikh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"A.P.","family":"Marston","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"M.A.","family":"Vecchiotti","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"N.","family":"Rangarajan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"C.A.","family":"Hill","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"A.R.","family":"Scott","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.amjoto.2024.104334_bb0005","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1038\/s41746-019-0172-3","article-title":"Deep learning algorithm predicts diabetic retinopathy progression in individual patients","volume":"2","author":"Arcadu","year":"2019","journal-title":"NPJ Digit Med"},{"issue":"10","key":"10.1016\/j.amjoto.2024.104334_bb0010","doi-asserted-by":"crossref","first-page":"1606","DOI":"10.1007\/s11605-017-3518-7","article-title":"An evaluation of artificial neural networks in predicting pancreatic cancer survival","volume":"21","author":"Walczak","year":"2017","journal-title":"J Gastrointest Surg"},{"key":"10.1016\/j.amjoto.2024.104334_bb0015","doi-asserted-by":"crossref","first-page":"156","DOI":"10.1016\/j.ebiom.2016.02.017","article-title":"Otitis media diagnosis for developing countries using tympanic membrane image-analysis","volume":"5","author":"Myburgh","year":"2016","journal-title":"EBioMedicine"},{"issue":"15","key":"10.1016\/j.amjoto.2024.104334_bb0020","doi-asserted-by":"crossref","first-page":"3198","DOI":"10.3390\/jcm10153198","article-title":"An assistive role of a machine learning network in diagnosis of middle ear diseases","volume":"10","author":"Byun","year":"2021","journal-title":"J Clin Med"},{"issue":"1","key":"10.1016\/j.amjoto.2024.104334_bb0025","doi-asserted-by":"crossref","first-page":"10839","DOI":"10.1038\/s41598-021-90345-w","article-title":"Efficient and accurate identification of ear diseases using an ensemble deep learning model","volume":"11","author":"Zeng","year":"2021","journal-title":"Sci Rep"},{"issue":"4","key":"10.1016\/j.amjoto.2024.104334_bb0030","doi-asserted-by":"crossref","DOI":"10.1542\/peds.2020-034546","article-title":"Machine learning for accurate intraoperative pediatric middle ear effusion diagnosis","volume":"147","author":"Crowson","year":"2021","journal-title":"Pediatrics"},{"key":"10.1016\/j.amjoto.2024.104334_bb0035","author":"ScienceDirect"},{"key":"10.1016\/j.amjoto.2024.104334_bb0040","series-title":"StatPearls","article-title":"Tympanostomy tube","author":"Spaw","year":"2023"},{"key":"10.1016\/j.amjoto.2024.104334_bb0045","series-title":"2018 International interdisciplinary PhD workshop (IIPhDW)","first-page":"117","article-title":"Data augmentation for improving deep learning in image classification problem","author":"Miko\u0142ajczyk-Bare\u0142a","year":"2018"},{"issue":"4","key":"10.1016\/j.amjoto.2024.104334_bb0050","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1017\/S0022215120000717","article-title":"Artificial intelligence to detect tympanic membrane perforations","volume":"134","author":"Habib","year":"2020","journal-title":"J Laryngol Otol"},{"key":"10.1016\/j.amjoto.2024.104334_bb0055","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1016\/j.compbiomed.2015.03.025","article-title":"Detecting tympanostomy tubes from otoscopic images via offline and online training","volume":"61","author":"Wang","year":"2015","journal-title":"Comput Biol Med"},{"key":"10.1016\/j.amjoto.2024.104334_bb0060","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijporl.2022.111229","article-title":"Artificial intelligence and tele-otoscopy: a window into the future of pediatric otology","volume":"160","author":"Ezzibdeh","year":"2022","journal-title":"Int J Pediatr Otorhinolaryngol"}],"container-title":["American Journal of Otolaryngology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0196070924001200?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0196070924001200?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,3,17]],"date-time":"2025-03-17T02:22:08Z","timestamp":1742178128000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0196070924001200"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7]]},"references-count":12,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2024,7]]}},"alternative-id":["S0196070924001200"],"URL":"https:\/\/doi.org\/10.1016\/j.amjoto.2024.104334","relation":{},"ISSN":["0196-0709"],"issn-type":[{"value":"0196-0709","type":"print"}],"subject":[],"published":{"date-parts":[[2024,7]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Pediatric tympanostomy tube assessment via deep learning","name":"articletitle","label":"Article Title"},{"value":"American Journal of Otolaryngology","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.amjoto.2024.104334","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2024 Elsevier Inc. All rights reserved.","name":"copyright","label":"Copyright"}],"article-number":"104334"}}