{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T19:28:30Z","timestamp":1782934110115,"version":"3.54.5"},"reference-count":33,"publisher":"Radiological Society of North America (RSNA)","issue":"2","funder":[{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["GZC20241553"],"award-info":[{"award-number":["GZC20241553"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002855","name":"Ministry of Science and Technology of the People\u2019s Republic of China","doi-asserted-by":"publisher","award":["62403435"],"award-info":[{"award-number":["62403435"]}],"id":[{"id":"10.13039\/501100002855","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100018925","name":"Health Commission of Henan Province","doi-asserted-by":"publisher","award":["LHGJ2021035"],"award-info":[{"award-number":["LHGJ2021035"]}],"id":[{"id":"10.13039\/100018925","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004605","name":"Zhengzhou University","doi-asserted-by":"publisher","award":["20230435A"],"award-info":[{"award-number":["20230435A"]}],"id":[{"id":"10.13039\/501100004605","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Radiology: Artificial Intelligence"],"published-print":{"date-parts":[[2026,3,1]]},"abstract":"<jats:p>Using an interpretable white box approach to digitized US feature extraction, the authors developed an artificial intelligence model capable of accurately classifying complex thyroid nodules.<\/jats:p>","DOI":"10.1148\/ryai.250383","type":"journal-article","created":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T14:50:44Z","timestamp":1770216644000},"source":"Crossref","is-referenced-by-count":1,"title":["Interpretable Machine Learning Model Using Digitized US Features for                     Classifying Complex Thyroid Nodules"],"prefix":"10.1148","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6009-2208","authenticated-orcid":false,"given":"Zhuyao","family":"Li","sequence":"first","affiliation":[{"name":"Department of Surgery, The First Affiliated Hospital of                     Zhengzhou University, No. 1 East Jianshe Road, Zhengzhou 450000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1444-1045","authenticated-orcid":false,"given":"Yu","family":"Yan","sequence":"additional","affiliation":[{"name":"Department of Electrical and Information Engineering,                     Zhengzhou University, Zhengzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-2532-7463","authenticated-orcid":false,"given":"Xiang","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Surgery, The First Affiliated Hospital of                     Zhengzhou University, No. 1 East Jianshe Road, Zhengzhou 450000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kezhou","family":"Wu","sequence":"additional","affiliation":[{"name":"Department of Surgery, University of Alberta, Edmonton,                     Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9295-7608","authenticated-orcid":false,"given":"Xiubo","family":"Lu","sequence":"additional","affiliation":[{"name":"Department of Surgery, The First Affiliated Hospital of                     Zhengzhou University, No. 1 East Jianshe Road, Zhengzhou 450000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1577","reference":[{"key":"r1","doi-asserted-by":"publisher","DOI":"10.1002\/ijc.31884"},{"key":"r2","doi-asserted-by":"publisher","DOI":"10.1016\/S2213-8587(21)00027-9"},{"key":"r3","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2023.103039"},{"key":"r4","doi-asserted-by":"publisher","DOI":"10.1016\/j.jacr.2017.01.046"},{"key":"r5","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.211455"},{"key":"r6","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2015150912"},{"key":"r7","doi-asserted-by":"publisher","DOI":"10.2214\/AJR.15.15267"},{"key":"r8","doi-asserted-by":"publisher","DOI":"10.1530\/EC-23-0388"},{"key":"r9","doi-asserted-by":"publisher","DOI":"10.1136\/bcr-2021-242238"},{"key":"r10","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.11110206"},{"key":"r11","doi-asserted-by":"publisher","DOI":"10.7863\/jum.2010.29.10.1415"},{"key":"r12","doi-asserted-by":"publisher","DOI":"10.1111\/cen.12515"},{"key":"r13","doi-asserted-by":"publisher","DOI":"10.1016\/j.crad.2024.08.036"},{"key":"r14","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2023.01.035"},{"key":"r15","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101819"},{"key":"r16","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2020.103871"},{"key":"r17","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-023-06555-x"},{"key":"r18","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2025.110553"},{"key":"r19","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2025.102576"},{"key":"r20","doi-asserted-by":"publisher","DOI":"10.1089\/thy.2024.0584"},{"key":"r21","doi-asserted-by":"publisher","DOI":"10.1007\/s12020-023-03461-0"},{"key":"r22","doi-asserted-by":"publisher","DOI":"10.1148\/ryai.210174"},{"key":"r23","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-024-48421-y"},{"key":"r24","doi-asserted-by":"publisher","DOI":"10.1002\/mp.17751"},{"key":"r25","doi-asserted-by":"publisher","DOI":"10.1007\/s10396-025-01522-7"},{"key":"r26","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(19)30037-6"},{"key":"r27","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(19)31235-8"},{"key":"r28","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.1996.546029"},{"key":"r29","unstructured":"Arthur D, Vassilvitskii S. k-means++:                         the advantages of careful                         seeding. In: SODA \u201807:                         Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete                         algorithms. Society for Industrial                         and Applied                         Mathematics, 2007;1027\u20131035. https:\/\/dl.acm.org\/doi\/10.5555\/1283383.1283494."},{"key":"r30","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"r31","doi-asserted-by":"publisher","DOI":"10.3348\/kjr.2016.17.3.370"},{"key":"r32","doi-asserted-by":"publisher","DOI":"10.1159\/000478927"},{"key":"r33","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2020.105329"}],"container-title":["Radiology: Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/pubs.rsna.org\/doi\/pdf\/10.1148\/ryai.250383","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T13:52:09Z","timestamp":1773237129000},"score":1,"resource":{"primary":{"URL":"http:\/\/pubs.rsna.org\/doi\/10.1148\/ryai.250383"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,1]]},"references-count":33,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2026,3,1]]}},"alternative-id":["10.1148\/ryai.250383"],"URL":"https:\/\/doi.org\/10.1148\/ryai.250383","relation":{},"ISSN":["2638-6100"],"issn-type":[{"value":"2638-6100","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3,1]]},"article-number":"e250383"}}