{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T08:37:15Z","timestamp":1777711035617,"version":"3.51.4"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,3,28]],"date-time":"2022-03-28T00:00:00Z","timestamp":1648425600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,3,28]],"date-time":"2022-03-28T00:00:00Z","timestamp":1648425600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000287","name":"Royal Academy of Engineering","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000287","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,3,28]]},"DOI":"10.1109\/isbi52829.2022.9761567","type":"proceedings-article","created":{"date-parts":[[2022,4,26]],"date-time":"2022-04-26T19:39:34Z","timestamp":1651001974000},"page":"1-5","source":"Crossref","is-referenced-by-count":17,"title":["Indication as Prior Knowledge for Multimodal Disease Classification in Chest Radiographs with Transformers"],"prefix":"10.1109","author":[{"given":"Grzegorz","family":"Jacenkow","sequence":"first","affiliation":[{"name":"The University of Edinburgh"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alison Q.","family":"O'Neil","sequence":"additional","affiliation":[{"name":"The University of Edinburgh"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sotirios A.","family":"Tsaftaris","sequence":"additional","affiliation":[{"name":"The University of Edinburgh"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.crad.2020.08.027"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00943"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59713-9_51"},{"key":"ref13","article-title":"Cross-Modal Information Maximization for Medical Imaging: CMIM","author":"sylvain","year":"2020","journal-title":"arXiv preprint arXiv 2010 10042"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-60946-7_11"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-33850-3_8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM49941.2020.9313289"},{"key":"ref17","first-page":"4171","article-title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding","author":"devlin","year":"2019","journal-title":"HLT-NAACL The Association for Computational Linguistics"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-019-0322-0"},{"key":"ref19","article-title":"MIMIC-CXR Database (Version 2.0.0)","author":"johnson","year":"2019","journal-title":"PhysioNet"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-014-9751-7"},{"key":"ref3","article-title":"Conditioning Convolutional Segmentation Architectures with Non-Imaging Data","author":"jacenk\u00f3w","year":"2019","journal-title":"MIDL &#x2013; Extended Abstract Track"},{"key":"ref6","article-title":"VisualBERT: A Simple and Performant Baseline for Vision and Language","author":"li","year":"2019","journal-title":"arXiv preprint arXiv 1908 00310"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1259\/bjr.73.874.11271897"},{"key":"ref8","article-title":"Supervised Multimodal Bitransformers for Classifying Images and Text","author":"kiela","year":"2019","journal-title":"arXiv preprint arXiv 1909 02107"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-1238"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59719-1_38"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/s41598-019-42294-8","article-title":"Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification","volume":"9","author":"baltruschat","year":"2019","journal-title":"Scientific Reports"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1161\/01.CIR.101.23.e215"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/s41597-019-0055-0","article-title":"BioWordVec, improving biomedical word embeddings with subword information and MeSH","volume":"6","author":"zhang","year":"2019","journal-title":"Scientific Data"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301590"},{"key":"ref24","article-title":"On Adversarial Examples for Biomedical NLP Tasks","author":"araujo","year":"2020","journal-title":"arXiv preprint arXiv 2004 11339"},{"key":"ref23","article-title":"MMF: A multimodal framework for vision and language research","author":"singh","year":"2020"}],"event":{"name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","location":"Kolkata, India","start":{"date-parts":[[2022,3,28]]},"end":{"date-parts":[[2022,3,31]]}},"container-title":["2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9761376\/9761399\/09761567.pdf?arnumber=9761567","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T21:06:20Z","timestamp":1656363980000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9761567\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,3,28]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/isbi52829.2022.9761567","relation":{},"subject":[],"published":{"date-parts":[[2022,3,28]]}}}