{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,13]],"date-time":"2026-05-13T17:33:35Z","timestamp":1778693615961,"version":"3.51.4"},"reference-count":63,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"Emergency Department and the Department of Diagnostic, Interventional, and Pediatric Radiology of Inselspital Bern"},{"DOI":"10.13039\/501100003475","name":"Campus Stiftung Lindenhof (Campus SLB) and the Hasler Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003475","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3350430","type":"journal-article","created":{"date-parts":[[2024,1,5]],"date-time":"2024-01-05T19:55:51Z","timestamp":1704484551000},"page":"25642-25656","source":"Crossref","is-referenced-by-count":7,"title":["Computer-Aided Diagnosis System for Lung Fibrosis: From the Effect of Radiomic Features and Multi-Layer-Perceptron Mixers to Pre-Clinical Evaluation"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9347-4851","authenticated-orcid":false,"given":"M.","family":"Fontanellaz","sequence":"first","affiliation":[{"name":"AI in Health and Nutrition, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2355-2591","authenticated-orcid":false,"given":"A.","family":"Christe","sequence":"additional","affiliation":[{"name":"Department of Diagnostic, Interventional, and Pediatric Radiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S.","family":"Christodoulidis","sequence":"additional","affiliation":[{"name":"Laboratory of Mathematics and Informatics (MICS), CentraleSupélec, Université Paris Saclay, Gif-sur-Yvette, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"E.","family":"Dack","sequence":"additional","affiliation":[{"name":"AI in Health and Nutrition, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3122-6611","authenticated-orcid":false,"given":"J.","family":"Roos","sequence":"additional","affiliation":[{"name":"Institute of Radiology and Nuclear Medicine, Luzerner Kantonsspital, Lucerne, Canton of Lucerne, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D.","family":"Drakopoulos","sequence":"additional","affiliation":[{"name":"Department of Diagnostic, Interventional, and Pediatric Radiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D.","family":"Sieron","sequence":"additional","affiliation":[{"name":"Division of Magnetic Resonance Imaging, Silesian Center for Heart Diseases, Zabrze, Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9864-6381","authenticated-orcid":false,"given":"A.","family":"Peters","sequence":"additional","affiliation":[{"name":"Department of Diagnostic, Interventional, and Pediatric Radiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"T.","family":"Geiser","sequence":"additional","affiliation":[{"name":"Department of Pulmonary Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3417-5872","authenticated-orcid":false,"given":"M.","family":"Funke-Chambour","sequence":"additional","affiliation":[{"name":"Department of Pulmonary Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.","family":"Heverhagen","sequence":"additional","affiliation":[{"name":"Department of Diagnostic, Interventional, and Pediatric Radiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"H.","family":"Hoppe","sequence":"additional","affiliation":[{"name":"Department of Radiology, Lindenhofspital, Bern, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A. K.","family":"Exadaktylos","sequence":"additional","affiliation":[{"name":"Department of Emergency Medicine, Inselspital, University Hospital Bern, University of Bern, Bern, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"L.","family":"Ebner","sequence":"additional","affiliation":[{"name":"Department of Diagnostic, Interventional, and Pediatric Radiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6355-9982","authenticated-orcid":false,"given":"S.","family":"Mougiakakou","sequence":"additional","affiliation":[{"name":"AI in Health and Nutrition, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1164\/rccm.200602-163OC"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1183\/09059180.00001213"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1164\/rccm.201308-1483st"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1164\/rccm.202202-0399ST"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1097\/RLI.0000000000000574"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S2213-2600(17)30433-2"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1183\/09031936.02.00244002"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.acra.2021.05.014"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/s2589-7500(22)00230-8"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1097\/rli.0000000000000974"},{"key":"ref11","article-title":"An image is worth 16\u00d716 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2020","journal-title":"arXiv:2010.11929"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2023.102802"},{"key":"ref13","article-title":"Vision transformers in medical imaging: A review","author":"Henry","year":"2022","journal-title":"arXiv:2211.10043"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.imed.2022.07.002"},{"key":"ref15","article-title":"Vision transformers in medical computer vision\u2014A contemplative retrospection","author":"Parvaiz","year":"2022","journal-title":"arXiv:2203.15269"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.10.013"},{"key":"ref17","article-title":"MLP-mixer: An all-MLP architecture for vision","author":"Tolstikhin","year":"2021","journal-title":"arXiv:2105.01601"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.112821"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1002\/mp.13764"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2019.06.017"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1799-6"},{"key":"ref22","article-title":"A novel workflow for the safe and effective integration of AI as supporting reader in double reading breast cancer screening: A large-scale retrospective evaluation","author":"Ng","year":"2022","journal-title":"MedRxiv"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/S2213-2600(18)30286-8"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-020-06986-4"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1136\/thoraxjnl-2015-207252"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1183\/13993003.01321-2018"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejro.2020.100228"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.11231"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1513\/annalsats.202001-068oc"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-37720-5"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/tmi.2016.2535865"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2016.2636929"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2021204164"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1164\/rccm.202112-2684oc"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00717"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1002\/mp.16135"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16443-9_3"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-09452-x"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2016.79"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3390\/jpm11070602"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.crad.2019.04.017"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1186\/s12885-019-5646-9"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1183\/13993003.congress-2019.PA4806"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics10050306"},{"key":"ref46","volume-title":"BIOLINCC: Lung Tissue Research Consortium (LTRC) (no Date) National Heart Lung and Blood Institute","year":"2023"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-020-01008-z"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2462070712"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref50","first-page":"529","article-title":"Semi-supervised learning by entropy minimization","volume-title":"Proc. 17th Int. Conf. Neural Inf. Process. Syst.","author":"Grandvalet"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.159"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1148\/ryai.210315"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1513\/pats.200601-005TK"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1158\/0008-5472.CAN-17-0339"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2020191145"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2009.5206848"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/icce55644.2022.9852066"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-36886-8_14"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102421"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1186\/s13244-022-01170-2"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.21037\/jtd-20-3522"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.102096"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejrad.2021.109583"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10381702.pdf?arnumber=10381702","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,3]],"date-time":"2024-03-03T06:22:42Z","timestamp":1709446962000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10381702\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":63,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3350430","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}