{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,24]],"date-time":"2026-07-24T05:53:46Z","timestamp":1784872426895,"version":"3.55.0"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2025,8]]},"DOI":"10.1109\/jbhi.2025.3554364","type":"journal-article","created":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T22:44:21Z","timestamp":1743029061000},"page":"6017-6028","source":"Crossref","is-referenced-by-count":7,"title":["ExSMART-PreRA: Explainable Survival and Risk Assessment Using Machine Learning for Time Estimation in Preclinical Rheumatoid Arthritis"],"prefix":"10.1109","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1573-187X","authenticated-orcid":false,"given":"Fatemeh","family":"Salehi","sequence":"first","affiliation":[{"name":"Machine Learning and Data Analytics Lab, Department Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg, Erlangen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2799-184X","authenticated-orcid":false,"given":"Sara","family":"Bayat","sequence":"additional","affiliation":[{"name":"Department of Internal Medicine 3, Rheumatology and Immunology, Universit&#x00E4;tsklinikum Erlangen, Erlangen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8740-9615","authenticated-orcid":false,"given":"Georg","family":"Schett","sequence":"additional","affiliation":[{"name":"Department of Internal Medicine 3, Rheumatology and Immunology, Universit&#x00E4;tsklinikum Erlangen, Erlangen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Arnd","family":"Kleyer","sequence":"additional","affiliation":[{"name":"Department of Rheumatology and Clinical Immunology, Charit&#x00E9; &#x2013; University Medicine Berlin, Berlin, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2326-4258","authenticated-orcid":false,"given":"Thomas","family":"Altstidl","sequence":"additional","affiliation":[{"name":"Machine Learning and Data Analytics Lab, Department Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg, Erlangen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0417-0336","authenticated-orcid":false,"given":"Bjoern M.","family":"Eskofier","sequence":"additional","affiliation":[{"name":"Machine Learning and Data Analytics Lab, Department Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg, Erlangen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/nature01661"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.autrev.2004.09.002"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMra1004965"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1093\/rap\/rkae023"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/nrrheum.2012.134"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1136\/annrheumdis-2021-220884"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1136\/annrheumdis-2012-202958"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/nrrheum.2014.6"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1136\/annrheumdis-2011-200990"},{"issue":"1","key":"ref10","first-page":"161","article-title":"Rheumatoid arthritis: Early diagnosis and treatment outcomes","volume":"2","author":"Heidari","year":"2011","journal-title":"Caspian J. Intern. Med."},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.berh.2021.101737"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1136\/rmdopen-2018-000870"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.autrev.2021.102797"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbspin.2023.105556"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.berh.2017.08.003"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1002\/art.21739"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1002\/art.20018"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1002\/art.11223"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.7326\/0003-4819-146-11-200706050-00008"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1093\/rheumatology\/kex340"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1136\/rmdopen-2022-002705"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1002\/art.22817"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1136\/annrheumdis-2023-eular.1751"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1136\/annrheumdis-2017-212763"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1002\/acr.23927"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(23)02650-8"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-019-13992-8"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1136\/rmdopen-2016-000256"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-13750-9"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10067-025-07304-3"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0300717"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1186\/s12967-023-03939-5"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3389\/fimmu.2024.1409555"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1136\/annrheumdis-2023-eular.3531"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3214306"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2023.107373"},{"key":"ref37","first-page":"2025","article-title":"Handbook of game theory with economic applications","volume-title":"Shapley value","author":"Winter","year":"2002"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1093\/rheumatology\/kes279"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/art.39735"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1136\/rmdopen-2019-000994"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-6646-9_1"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1056\/nejmra1814259"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-bioeng-110220-030247"},{"issue":"13","key":"ref44","doi-asserted-by":"crossref","DOI":"10.3390\/jcm13133890","article-title":"Machine Learning Prediction of Treatment Response to Biological Disease-Modifying Antirheumatic Drugs in Rheumatoid Arthritis Machine learning prediction of treatment response to biological disease-modifying antirheumatic drugs in rheumatoid arthritis","volume":"13","author":"Salehi","year":"2024","journal-title":"J. Clin. Med."},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1002\/sim.1593"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1214\/08-AOAS169"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.29172\/7c2a6982-6d72-4cd8-bba6-2fccb06a7011"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2020.2993278"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1441"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2007.93"},{"key":"ref52","volume-title":"Handbook of Survival Analysis","author":"Klein","year":"2014"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1002\/sim.4154"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1379"},{"key":"ref55","first-page":"4768","article-title":"A unified approach to interpreting model predictions","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"30","author":"Lundberg","year":"2017"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.3390\/medicina55100630"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/11118946\/10938138.pdf?arnumber=10938138","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T17:45:36Z","timestamp":1754588736000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10938138\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8]]},"references-count":56,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2025.3554364","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8]]}}}