{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,3]],"date-time":"2026-09-03T14:18:20Z","timestamp":1788445100323,"version":"build-2803163510"},"reference-count":51,"publisher":"Wiley","issue":"7","license":[{"start":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T00:00:00Z","timestamp":1775779200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"},{"start":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T00:00:00Z","timestamp":1775779200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["J of Clinical Ultrasound"],"published-print":{"date-parts":[[2026,9]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:p>Ultrasound radiomics is gradually emerging as a powerful tool for improving the diagnosis and management of Hashimoto's thyroiditis (HT), effectively overcoming the limitations of conventional ultrasound, such as high interobserver variability and difficulties in evaluating nodule characteristics. This narrative review aims to systematically summarize the fundamental principles, algorithms, and clinical application progress of ultrasound radiomics in HT, focusing on its diagnostic value in early diagnosis of HT, assessment of inflammatory activity, differentiation of benign and malignant nodules, and prediction of lymph node metastasis. Meanwhile, this review analyzes the current challenges, including data heterogeneity and insufficient model interpretability. Future directions are also prospected, including the establishment of standardized databases and interpretable artificial intelligence models to support the precise diagnosis and treatment of HT.<\/jats:p>","DOI":"10.1002\/jcu.70250","type":"journal-article","created":{"date-parts":[[2026,4,11]],"date-time":"2026-04-11T02:00:31Z","timestamp":1775872831000},"page":"1673-1683","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Ultrasound Radiomics for Hashimoto's Thyroiditis: State of the Art and Future Perspectives"],"prefix":"10.1002","volume":"54","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-4771-1677","authenticated-orcid":false,"given":"Jun","family":"Fan","sequence":"first","affiliation":[{"name":"College of Medical Imaging and Laboratory Medicine Jining Medical University  Jining China"},{"name":"Department of Medical Ultrasound, The First Affiliated Hospital of Shandong First Medical University &amp; Shandong Provincial Qianfoshan Hospital, Shandong Medicine and Health Key Laboratory of Abdominal Medical Imaging  Jinan China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9037-4174","authenticated-orcid":false,"given":"Bei","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Medical Ultrasound, The First Affiliated Hospital of Shandong First Medical University &amp; Shandong Provincial Qianfoshan Hospital, Shandong Medicine and Health Key Laboratory of Abdominal Medical Imaging  Jinan China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2026,4,10]]},"reference":[{"key":"e_1_2_11_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2024.108389"},{"key":"e_1_2_11_3_1","doi-asserted-by":"publisher","DOI":"10.2214\/AJR.09.2459"},{"key":"e_1_2_11_4_1","article-title":"A Prospective Study to Evaluate the Possible Role of Cholecalciferol Supplementation on Autoimmunity in Hashimoto's Thyroiditis","volume":"71","author":"Bhakat B.","year":"2023","journal-title":"Journal of the Association of Physicians of India"},{"key":"e_1_2_11_5_1","doi-asserted-by":"publisher","DOI":"10.37015\/AUDT.2020.200051"},{"key":"e_1_2_11_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2025.110711"},{"key":"e_1_2_11_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00330\u2010025\u201011422\u20106"},{"key":"e_1_2_11_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ultrasmedbio.2025.05.025"},{"key":"e_1_2_11_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10278\u2010024\u201001131\u20109"},{"key":"e_1_2_11_10_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12967\u2010018\u20101765\u20103"},{"key":"e_1_2_11_11_1","doi-asserted-by":"publisher","DOI":"10.3389\/fendo.2023.1267886"},{"issue":"6","key":"e_1_2_11_12_1","first-page":"1026","article-title":"Jiyu Yingxiang Zuxue he Linchuang Tezheng de jiqi Xuexi Shuqian Pinggu Qiaoben Jiazhuangxianyan hebing Jiazhuangxian Rutouzhuangai Jingbu Linbajie Zhuan yi de Chubu Yanjiu [in Chinese]","volume":"55","author":"Fu R. 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