{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T15:53:42Z","timestamp":1774540422956,"version":"3.50.1"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2021,11,1]],"date-time":"2021-11-01T00:00:00Z","timestamp":1635724800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,11,1]],"date-time":"2021-11-01T00:00:00Z","timestamp":1635724800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,11,1]],"date-time":"2021-11-01T00:00:00Z","timestamp":1635724800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100005310","name":"Klarman Family Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100005310","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Technical University of Denmark, and the Danish Center"},{"DOI":"10.13039\/100005541","name":"Stanford University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100005541","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2021,11]]},"DOI":"10.1109\/jbhi.2021.3078127","type":"journal-article","created":{"date-parts":[[2021,5,7]],"date-time":"2021-05-07T21:10:45Z","timestamp":1620421845000},"page":"4185-4194","source":"Crossref","is-referenced-by-count":32,"title":["Estimation of Apnea-Hypopnea Index Using Deep Learning On 3-D Craniofacial Scans"],"prefix":"10.1109","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8288-5532","authenticated-orcid":false,"given":"Umaer","family":"Hanif","sequence":"first","affiliation":[]},{"given":"Eileen","family":"Leary","sequence":"additional","affiliation":[]},{"given":"Logan","family":"Schneider","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0647-3215","authenticated-orcid":false,"given":"Rasmus","family":"Paulsen","sequence":"additional","affiliation":[]},{"given":"Anne Marie","family":"Morse","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0467-040X","authenticated-orcid":false,"given":"Adam","family":"Blackman","sequence":"additional","affiliation":[]},{"given":"Paula","family":"Schweitzer","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9430-3752","authenticated-orcid":false,"given":"Clete A.","family":"Kushida","sequence":"additional","affiliation":[]},{"given":"Stanley","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Poul","family":"Jennum","sequence":"additional","affiliation":[]},{"given":"Helge","family":"Sorensen","sequence":"additional","affiliation":[]},{"given":"Emmanuel","family":"Mignot","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299095"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-20887-5_44"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/iCMLDE.2018.00036"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2017.7950504"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2017.8037245"},{"key":"ref30","first-page":"1033","article-title":"Apnoea-hypopnoea index estimation using craniofacial photographic measurements","author":"nosrati","year":"0","journal-title":"Proc Comput Cardiol Conf"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1378\/chest.15-0903"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.bjps.2016.12.015"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1080\/10095020.2016.1235817"},{"key":"ref34","first-page":"1950","article-title":"Prediction of patient demographics using 3D craniofacial scans and Multi-view CNNs","author":"hanif","year":"0","journal-title":"Proc 42nd Annu Int Conf IEEE Eng Med Biol Soc"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.5665\/sleep\/32.1.46"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5665\/sleep\/32.1.37"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/489761"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jacc.2013.05.045"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/nrdp.2015.15"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/9.4.469"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.tripleo.2006.06.008"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/S0889-5406(95)70101-X"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/29.7.909"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1164\/rccm.200208-866OC"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s00405-011-1633-8"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/33.9.1249"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-49330-7"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.3390\/s20030888"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1093\/eurheartj\/ehy624"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.2196\/18297"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2014.7025460"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.3390\/jsan8020032"},{"key":"ref10","article-title":"The AASM manual for the scoring of sleep and associated events: Rules, terminology, and technical specifications version 2.2","author":"berry","year":"2015","journal-title":"American Academy of Sleep Medicine"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/S1389-9457(01)00115-0"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-48881-3_38"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.6934"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-07229-3"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6579\/ab0559"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2020.02.027"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.3025900"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.3037693"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.chest.2017.05.005"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1378\/chest.86.5.793"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S2213-2600(15)00043-0"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1001\/jama.290.14.1906"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1513\/pats.200708-137MG"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.2147\/NSS.S124657"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1097\/CPM.0b013e3181e4bea7"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1152\/physrev.00043.2008"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph17082951"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/28.4.499"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1164\/rccm.201303-0448OC"},{"key":"ref45","article-title":"Prediction of obstructive sleep apnea using facial landmarks","volume":"39","author":"balaei","year":"2018","journal-title":"Physiol Meas"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.7804"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.smrv.2018.02.004"},{"key":"ref42","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref44","article-title":"Deep inside convolutional networks: Visualising image classification models and saliency maps","author":"simonyan","year":"2013"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.2307\/2987937"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/9605141\/09425441.pdf?arnumber=9425441","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:53:20Z","timestamp":1652194400000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9425441\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11]]},"references-count":55,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2021.3078127","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,11]]}}}