{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T10:29:53Z","timestamp":1763202593241},"reference-count":16,"publisher":"SPIE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,4,4]]},"DOI":"10.1117\/12.2611490","type":"proceedings-article","created":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T18:31:17Z","timestamp":1648837877000},"page":"10","source":"Crossref","is-referenced-by-count":5,"title":["Detecting COVID-19 from respiratory sound recordings with transformers"],"prefix":"10.1117","author":[{"given":"Idil","family":"Aytekin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Onat","family":"Dalmaz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haydar","family":"Ankishan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Emine U.","family":"Saritas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ulas","family":"Bagci","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tolga","family":"Cukur","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haydar","family":"Celik","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"189","reference":[{"key":"c1","first-page":"93","article-title":"Spectro-temporal analysis of auscultatory sounds","author":"Falk","year":"2010"},{"key":"c2","doi-asserted-by":"publisher","DOI":"10.1177\/0141076820925436"},{"key":"c3","doi-asserted-by":"publisher","DOI":"10.1183\/20734735.008417"},{"key":"c4","doi-asserted-by":"publisher","DOI":"10.1016\/j.imu.2020.100378"},{"key":"c5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/EHB50910.2020.9280115","article-title":"Can machine learning be used to recognize and diagnose coughs?","volume-title":"2020 International Conference on e-Health and Bioengineering (EHB)","author":"Bales","year":"2020"},{"key":"c6","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0162128"},{"article-title":"Cough against covid: Evidence of covid-19 signature in cough sounds","year":"2020","author":"Bagad","key":"c7"},{"key":"c8","doi-asserted-by":"crossref","first-page":"3474","DOI":"10.1145\/3394486.3412865","article-title":"Exploring automatic diagnosis of covid-19 from crowdsourced respiratory sound data","volume-title":"Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining","author":"Brown","year":"2020"},{"key":"c9","first-page":"8","article-title":"librosa: Audio and music signal analysis in python","volume-title":"Proceedings of the 11th python in science conference","author":"McFee","year":"2015"},{"key":"c10","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0213659"},{"key":"c11","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2009.06.011"},{"key":"c12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/IJCNN.2015.7280317","article-title":"Diagnosis of pneumonia from sounds collected using low cost cell phones","volume-title":"2015 International Joint Conference on Neural Networks (IJCNN)","author":"Song","year":"2015"},{"key":"c13","doi-asserted-by":"crossref","DOI":"10.1109\/ICCV48922.2021.00986","article-title":"Swin transformer: Hierarchical vision transformer using shifted windows","author":"Liu","year":"2021"},{"key":"c14","first-page":"770","article-title":"Deep residual learning for image recognition","volume-title":"Proceedings of the IEEE conference on computer vision and pattern recognition","author":"He","year":"2016"},{"key":"c15","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","volume-title":"ICLR","author":"Dosovitskiy","year":"2021"},{"key":"c16","article-title":"Cvt: Introducing convolutions to vision transformers","author":"Wu","year":"2021","journal-title":"arXiv preprint arXiv:2103.15808"}],"event":{"name":"Computer-Aided Diagnosis","start":{"date-parts":[[2022,2,20]]},"location":"San Diego, United States","end":{"date-parts":[[2022,3,28]]}},"container-title":["Medical Imaging 2022: Computer-Aided Diagnosis"],"original-title":[],"deposited":{"date-parts":[[2022,7,3]],"date-time":"2022-07-03T01:28:29Z","timestamp":1656811709000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.spiedigitallibrary.org\/conference-proceedings-of-spie\/12033\/2611490\/Detecting-COVID-19-from-respiratory-sound-recordings-with-transformers\/10.1117\/12.2611490.full"}},"subtitle":[],"editor":[{"given":"Khan M.","family":"Iftekharuddin","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Karen","family":"Drukker","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Maciej A.","family":"Mazurowski","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Hongbing","family":"Lu","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Chisako","family":"Muramatsu","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Ravi K.","family":"Samala","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2022,4,4]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1117\/12.2611490","relation":{},"subject":[],"published":{"date-parts":[[2022,4,4]]}}}