{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,26]],"date-time":"2026-06-26T02:12:38Z","timestamp":1782439958592,"version":"3.54.5"},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2025,2,17]],"date-time":"2025-02-17T00:00:00Z","timestamp":1739750400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2025,2,17]],"date-time":"2025-02-17T00:00:00Z","timestamp":1739750400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["BMC Med Imaging"],"DOI":"10.1186\/s12880-025-01593-5","type":"journal-article","created":{"date-parts":[[2025,2,17]],"date-time":"2025-02-17T21:27:26Z","timestamp":1739827646000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Value of a combined magnetic resonance-enhanced and diffusion-weighted imaging dual-sequence radiomics model in predicting the efficacy of high-intensity focused ultrasound ablation for uterine fibroids"],"prefix":"10.1186","volume":"25","author":[{"given":"Xiao","family":"Huang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Li","family":"Shen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuyao","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qingxue","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shanwei","family":"Bai","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fang","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Quan","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,2,17]]},"reference":[{"key":"1593_CR1","doi-asserted-by":"publisher","unstructured":"Ahmad A, Kumar M, Bhoi NR, et al. Diagnosis and management of uterine fibroids: current trends and future strategies. J Basic Clin Physiol Pharmacol. 2023;34(3): 291\u2013310, https:\/\/doi.org\/10.1515\/jbcpp-2022-0219.","DOI":"10.1515\/jbcpp-2022-0219."},{"key":"1593_CR2","doi-asserted-by":"publisher","unstructured":"Giuliani E, As-Sanie S, Marsh EE. Epidemiology and management of uterine fibroids. Int J Gynaecol Obstet. 2020;149(1): 3\u20139, https:\/\/doi.org\/10.1002\/ijgo.13102.","DOI":"10.1002\/ijgo.13102."},{"key":"1593_CR3","doi-asserted-by":"publisher","unstructured":"Li C, Xiao Z, He Z, et al. Value of integrated T2WI and CE-T1WI imaging-based histological models in predicting the efficacy of HIFU ablation of uterine fibroids. Chin J Magn Reson Imaging. 2023;14(6):45\u201351. https:\/\/doi.org\/10.12015\/j.issn.1674-8034.2023.06.007.","DOI":"10.12015\/j.issn.1674-8034.2023.06.007."},{"key":"1593_CR4","doi-asserted-by":"publisher","unstructured":"Jiang Y, Huang X, Qin S, et al. The value of enhancement-based MRI imaging histology model in predicting the efficacy of HIFU ablation of uterine fibroids. J Clin Rad. 2022;41(11):2095\u20132100. https:\/\/doi.org\/10.13437\/j.cnki.jcr.2022.11.008.","DOI":"10.13437\/j.cnki.jcr.2022.11.008."},{"key":"1593_CR5","doi-asserted-by":"publisher","unstructured":"Qin S, Jiang Y, Wang F, et al. Development and validation of a combined model based on dual-sequence MRI radiomics for predicting the efficacy of high-intensity focused ultrasound ablation for hysteromyoma. Int J Hyperthermia. 2023;40(1): 2149862, https:\/\/doi.org\/10.1080\/02656736.2022.2149862.","DOI":"10.1080\/02656736.2022.2149862."},{"key":"1593_CR6","unstructured":"Wang W, Wang S. Interpretation of guidelines related to the diagnosis and treatment of uterine fibroids. Pract J Obstet Gynecol. 2022;8:101\u2013103."},{"key":"1593_CR7","doi-asserted-by":"publisher","unstructured":"Anneveldt KJ, Van \u2018T Oever HJ, Nijholt IM, et al. Systematic review of reproductive outcomes after High Intensity Focused Ultrasound treatment of uterine fibroids. Eur J Radiol. 2021;141: 109801, https:\/\/doi.org\/10.1016\/j.ejrad.2021.109801.","DOI":"10.1016\/j.ejrad.2021.109801."},{"key":"1593_CR8","doi-asserted-by":"publisher","unstructured":"Gong X, Zhang X, Liu D, et al. Evaluation of physician experience in achieving non-perfused volume ratio of high-intensity focused ultrasound ablation for uterine fibroids: a multicentre study. J Int Med Res. 2022;50(5): 3000605221102087, https:\/\/doi.org\/10.1177\/03000605221102087.","DOI":"10.1177\/03000605221102087."},{"key":"1593_CR9","doi-asserted-by":"publisher","unstructured":"Wang Y, Liu X, Wang W, et al. Long-term Clinical Outcomes of US-Guided High-Intensity Focused Ultrasound Ablation for Symptomatic Submucosal Fibroids: A Retrospective Comparison with Uterus-Sparing Surgery. Acad Radiol. 2021;28(8): 1102\u20131107, https:\/\/doi.org\/10.1016\/j.acra.2020.05.010.","DOI":"10.1016\/j.acra.2020.05.010."},{"key":"1593_CR10","doi-asserted-by":"publisher","unstructured":"Verpalen IM, De Boer JP, Linstra M, et al. The Focused Ultrasound Myoma Outcome Study (FUMOS); a retrospective cohort study on long-term outcomes of MR-HIFU therapy. Eur Radiol. 2020; 30(5): 2473\u20132482, https:\/\/doi.org\/10.1007\/s00330-019-06641-7.","DOI":"10.1007\/s00330-019-06641-7."},{"key":"1593_CR11","doi-asserted-by":"publisher","unstructured":"Duc NM, Keserci B. Review of influential clinical factors in reducing the risk of unsuccessful MRI-guided HIFU treatment outcome of uterine fibroids. Diagn Interv Radiol. 2018;24(5): 283\u2013291, https:\/\/doi.org\/10.5152\/dir.2018.18111.","DOI":"10.5152\/dir.2018.18111."},{"key":"1593_CR12","doi-asserted-by":"publisher","unstructured":"Lambin P, Rios-Velazquez E, Leijenaar R, et al. Radiomics: extracting more information from medical images using advanced feature analysis. Eur J Cancer. 2012; 48(4): 441\u2013446, https:\/\/doi.org\/10.1016\/j.ejca.2011.11.036.","DOI":"10.1016\/j.ejca.2011.11.036."},{"key":"1593_CR13","doi-asserted-by":"publisher","unstructured":"Wei C, Li N, Shi B, et al. The predictive value of conventional MRI combined with radiomics in the immediate ablation rate of HIFU treatment for uterine fibroids. Int J Hyperthermia. 2022;39(1): 475\u2013484, https:\/\/doi.org\/10.1080\/02656736.2022.2046182.","DOI":"10.1080\/02656736.2022.2046182."},{"key":"1593_CR14","doi-asserted-by":"publisher","unstructured":"Li C, He Z, Lv F, et al. An interpretable MRI-based radiomics model predicting the prognosis of high-intensity focused ultrasound ablation of uterine fibroids. Insights Imaging. 2023;14(1): 129, https:\/\/doi.org\/10.1186\/s13244-023-01445-2.","DOI":"10.1186\/s13244-023-01445-2."},{"key":"1593_CR15","doi-asserted-by":"publisher","unstructured":"Ikink ME, Voogt MJ, Van Den Bosch MA, et al. Diffusion-weighted magnetic resonance imaging using different b-value combinations for the evaluation of treatment results after volumetric MR-guided high-intensity focused ultrasound ablation of uterine fibroids. Eur Radiol. 2014;24(9): 2118\u20132127, https:\/\/doi.org\/10.1007\/s00330-014-3274-y.","DOI":"10.1007\/s00330-014-3274-y."},{"key":"1593_CR16","doi-asserted-by":"publisher","unstructured":"Zheng Y, Chen L, Liu M, et al. Prediction of Clinical Outcome for High-Intensity Focused Ultrasound Ablation of Uterine Leiomyomas Using Multiparametric MRI Radiomics-Based Machine Leaning Model. Front Oncol. 2021;11: 618604, https:\/\/doi.org\/10.3389\/fonc.2021.618604.","DOI":"10.3389\/fonc.2021.618604."},{"key":"1593_CR17","doi-asserted-by":"publisher","unstructured":"Zheng Y, Chen L, Liu M, et al. Nonenhanced MRI-based radiomics model for preoperative prediction of nonperfused volume ratio for high-intensity focused ultrasound ablation of uterine leiomyomas. Int J Hyperthermia. 2021;38(1): 1349\u20131358, https:\/\/doi.org\/10.1080\/02656736.2021.1972170.","DOI":"10.1080\/02656736.2021.1972170."},{"key":"1593_CR18","unstructured":"Qin J, Chen W, Chen J, et al. Magnetic resonance imaging outcome of residual tumor after ultrasound ablation for uterine fibroids. CJCO. 2013;40(02): 111\u2013115."},{"key":"1593_CR19","doi-asserted-by":"publisher","unstructured":"Peng S, Zhang L, Hu L, et al. Factors influencing the dosimetry for high-intensity focused ultrasound ablation of uterine fibroids: a retrospective study. Medicine (Baltimore). 2015;94(13): e650, https:\/\/doi.org\/10.1097\/md.0000000000000650.","DOI":"10.1097\/md.0000000000000650."},{"key":"1593_CR20","unstructured":"Zhou Y. Predictive study of HIFU efficacy based on MRI T2WI imaging histological features of uterine fibroids. Chongqing Medical University. 2021."},{"key":"1593_CR21","doi-asserted-by":"publisher","unstructured":"Jacobs MA, Gultekin DH, Kim HS. Comparison between diffusion-weighted imaging, T2-weighted, and postcontrast T1-weighted imaging after MR-guided, high intensity, focused ultrasound treatment of uterine leiomyomata: preliminary results. Med Phys. 2010;37(9): 4768\u20134776, https:\/\/doi.org\/10.1118\/1.3475940.","DOI":"10.1118\/1.3475940."},{"key":"1593_CR22","doi-asserted-by":"publisher","unstructured":"Napoli A, Alfieri G, Andrani F, et al. Uterine Myomas: Focused Ultrasound Surgery. Semin Ultrasound CT MR. 2021;42(1): 25\u201336, https:\/\/doi.org\/10.1053\/j.sult.2020.08.001.","DOI":"10.1053\/j.sult.2020.08.001."},{"key":"1593_CR23","doi-asserted-by":"publisher","unstructured":"Liu Z, Gong C, Liu Y, et al. Establishment of a scoring system for predicting the difficulty level of high-intensity focussed ultrasound ablation of uterine fibroids. Int J Hyperthermia. 2018;34(1): 77\u201386, https:\/\/doi.org\/10.1080\/02656736.2017.1325015.","DOI":"10.1080\/02656736.2017.1325015."},{"key":"1593_CR24","doi-asserted-by":"publisher","unstructured":"Yang MJ, Yu RQ, Chen WZ, et al. A Prediction of NPVR\u2009\u2265\u200980% of Ultrasound-Guided High-Intensity Focused Ultrasound Ablation for Uterine Fibroids. Front Surg. 2021;8: 663128, https:\/\/doi.org\/10.3389\/fsurg.2021.663128.","DOI":"10.3389\/fsurg.2021.663128."},{"key":"1593_CR25","doi-asserted-by":"publisher","unstructured":"Liu, M, Yuan, Y, Li, MD, et al. MRI radiomics and clinical features combined models for prdicting effect of high-intensity focused ultrasound in treatment of uterine fibroids. China Interv Imaging Ther.2023;20(7): 390\u2013394.https:\/\/doi.org\/10.13929\/j.issn.1672-8475.2023.07.002.","DOI":"10.13929\/j.issn.1672-8475.2023.07.002."}],"container-title":["BMC Medical Imaging"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s12880-025-01593-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1186\/s12880-025-01593-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s12880-025-01593-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,17]],"date-time":"2025-02-17T21:27:26Z","timestamp":1739827646000},"score":1,"resource":{"primary":{"URL":"https:\/\/bmcmedimaging.biomedcentral.com\/articles\/10.1186\/s12880-025-01593-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,2,17]]},"references-count":25,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2025,12]]}},"alternative-id":["1593"],"URL":"https:\/\/doi.org\/10.1186\/s12880-025-01593-5","relation":{},"ISSN":["1471-2342"],"issn-type":[{"value":"1471-2342","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,2,17]]},"assertion":[{"value":"7 January 2025","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 February 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 February 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"This retrospective study was approved by the Clinical Research Ethics Committee of Yongchuan Hospital of Chongqing Medical University (IRB No. 2024LLS005) and the Ethics Committee of the Second Affiliated Hospital of Chongqing Medical University (No. 2024-41), both of which agreed to waive the informed consent. The study was strictly based on the Declaration of Helsinki.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval and consent to participate"}},{"value":"The authors declare no competing interests.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"53"}}