{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,18]],"date-time":"2026-09-18T17:33:04Z","timestamp":1789752784157,"version":"4.0.1"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"InnoHK-Funded Hong Kong Center for Cerebro-Cardiovascular Health Engineering (COCHE) Project 2.1"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Ultrason., Ferroelect., Freq. Contr."],"published-print":{"date-parts":[[2023,11]]},"DOI":"10.1109\/tuffc.2023.3311879","type":"journal-article","created":{"date-parts":[[2023,9,4]],"date-time":"2023-09-04T18:07:33Z","timestamp":1693850853000},"page":"1417-1427","source":"Crossref","is-referenced-by-count":22,"title":["COMFormer: Classification of Maternal\u2013Fetal and Brain Anatomy Using a Residual Cross-Covariance Attention Guided Transformer in Ultrasound"],"prefix":"10.1109","volume":"70","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4793-6661","authenticated-orcid":false,"given":"Md Mostafa Kamal","family":"Sarker","sequence":"first","affiliation":[{"name":"Institute of Biomedical Engineering, University of Oxford, Oxford, U.K"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vivek Kumar","family":"Singh","sequence":"additional","affiliation":[{"name":"School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast, U.K"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2271-0578","authenticated-orcid":false,"given":"Mohammad","family":"Alsharid","sequence":"additional","affiliation":[{"name":"Institute of Biomedical Engineering, University of Oxford, Oxford, U.K"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3603-4806","authenticated-orcid":false,"given":"Netzahualcoyotl","family":"Hernandez-Cruz","sequence":"additional","affiliation":[{"name":"Institute of Biomedical Engineering, University of Oxford, Oxford, U.K"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aris T.","family":"Papageorghiou","sequence":"additional","affiliation":[{"name":"Nuffield Department of Women’s and Reproductive Health, University of Oxford, Oxford, U.K"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3060-3772","authenticated-orcid":false,"given":"J. Alison","family":"Noble","sequence":"additional","affiliation":[{"name":"Institute of Biomedical Engineering, University of Oxford, Oxford, U.K"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24553-9_62"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.634"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2022.3226274"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2016.7493454"},{"key":"ref37","article-title":"An image is worth 16 × 16 words: Transformers for image recognition at scale","author":"dosovitskiy","year":"2020","journal-title":"arXiv 2010 11929"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-78191-0_56"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref31","article-title":"Gaussian error linear units (GELUs)","author":"hendrycks","year":"2016","journal-title":"arXiv 1606 08415"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.2352\/ISSN.2169-4672.2007.1.0.10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-019-04646-3"},{"key":"ref33","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014","journal-title":"arXiv 1409 1556"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2017.2712367"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-13972-2_7"},{"key":"ref1","article-title":"Deep learning fetal ultrasound video model match human observers in biometric measurements","volume":"67","author":"p?otka","year":"2022","journal-title":"Phys Med Biol"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1177\/01617346211042526"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00010"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2018.8363851"},{"key":"ref38","article-title":"BEiT: BERT pre-training of image transformers","author":"bao","year":"2021","journal-title":"arXiv 2106 08254"},{"key":"ref19","first-page":"59","article-title":"Transformers in medical image analysis: A review","volume":"3","author":"he","year":"2023","journal-title":"Intel Med"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-67076-5"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1046\/j.0960-7692.2001.00549.x"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/uog.10082"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102629"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.07.021"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC48229.2022.9871809"},{"key":"ref42","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der maaten","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref22","article-title":"RDHCformer: Fusing ResDCN and transformers for fetal head circumference automatic measurement in 2D ultrasound images","volume":"9","author":"yang","year":"2022","journal-title":"Frontiers of Medicine"},{"key":"ref21","first-page":"350","article-title":"BabyNet: Residual transformer module for birth weight prediction on fetal ultrasound video","author":"p?otka","year":"2022","journal-title":"Proc Int Conf Med Image Comput Comput -Assist Intervent"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics12051053"},{"key":"ref27","first-page":"20014","article-title":"XCiT: Cross-covariance image transformers","volume":"34","author":"ali","year":"2021","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.105070"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2008.928917"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_82"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajog.2020.12.512"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/jum.15860"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ultrasmedbio.2014.06.006"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2015.2425041"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.11.006"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"}],"container-title":["IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/58\/10304570\/10239175.pdf?arnumber=10239175","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,27]],"date-time":"2023-11-27T19:55:02Z","timestamp":1701114902000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10239175\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11]]},"references-count":42,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tuffc.2023.3311879","relation":{},"ISSN":["0885-3010","1525-8955"],"issn-type":[{"value":"0885-3010","type":"print"},{"value":"1525-8955","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,11]]}}}