{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,21]],"date-time":"2026-09-21T14:00:20Z","timestamp":1789999220080,"version":"4.0.1"},"reference-count":31,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"funder":[{"name":"Interdisciplinary Clinical Research Project of Peking University First Hospital","award":["2017CR21"],"award-info":[{"award-number":["2017CR21"]}]}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","ejradiology.com","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["European Journal of Radiology"],"published-print":{"date-parts":[[2019,6]]},"DOI":"10.1016\/j.ejrad.2019.04.004","type":"journal-article","created":{"date-parts":[[2019,4,5]],"date-time":"2019-04-05T16:34:48Z","timestamp":1554482088000},"page":"39-45","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":45,"special_numbering":"C","title":["Preliminary utilization of radiomics in differentiating uterine sarcoma from atypical leiomyoma: Comparison on diagnostic efficacy of MRI features and radiomic features"],"prefix":"10.1016","volume":"115","author":[{"given":"Huihui","family":"Xie","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Juan","family":"Hu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaodong","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0918-6510","authenticated-orcid":false,"given":"Shuai","family":"Ma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yi","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6406-0895","authenticated-orcid":false,"given":"Xiaoying","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"1","key":"10.1016\/j.ejrad.2019.04.004_bib0005","doi-asserted-by":"crossref","first-page":"134","DOI":"10.1097\/igc.0000000000001128","article-title":"Incidence patterns and survival of Gynecological Sarcoma in Germany: analysis of population-based Cancer registry data on 1066 women","volume":"28","author":"Pietzner","year":"2018","journal-title":"Int. J. Gynecol. Cancer"},{"issue":"5","key":"10.1016\/j.ejrad.2019.04.004_bib0010","doi-asserted-by":"crossref","first-page":"1106","DOI":"10.1093\/annonc\/mdp415","article-title":"Increasing incidence rates of soft tissue sarcomas? A population-based epidemiologic study and literature review","volume":"21","author":"Wibmer","year":"2010","journal-title":"Ann. Oncol."},{"issue":"2","key":"10.1016\/j.ejrad.2019.04.004_bib0015","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1016\/j.ijgo.2015.01.009","article-title":"Clinical characteristics and management experience of unexpected uterine sarcoma after myomectomy","volume":"130","author":"Zhang","year":"2015","journal-title":"Int. J. Gynaecol. Obstet."},{"issue":"2","key":"10.1016\/j.ejrad.2019.04.004_bib0020","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1016\/j.critrevonc.2007.06.011","article-title":"The management of patients with uterine sarcoma: a debated clinical challenge","volume":"65","author":"Gadducci","year":"2008","journal-title":"Crit. Rev. Oncol. Hematol."},{"issue":"12","key":"10.1016\/j.ejrad.2019.04.004_bib0025","doi-asserted-by":"crossref","first-page":"1188","DOI":"10.1016\/S1470-2045(09)70226-8","article-title":"Clinical management of uterine sarcomas","volume":"10","author":"Amant","year":"2009","journal-title":"Lancet Oncol."},{"issue":"1","key":"10.1016\/j.ejrad.2019.04.004_bib0030","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1016\/j.ogc.2014.09.009","article-title":"Clinical management of leiomyoma","volume":"42","author":"Owen","year":"2015","journal-title":"Obstet. Gynecol. Clin. North Am."},{"issue":"1","key":"10.1016\/j.ejrad.2019.04.004_bib0035","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1097\/IGC.0000000000000558","article-title":"Morcellation and the incidence of occult uterine malignancy: a dual-institution review","volume":"26","author":"Picerno","year":"2016","journal-title":"Int. J. Gynecol. Cancer Off. J. Int. Gynecol. Cancer Soc."},{"issue":"7","key":"10.1016\/j.ejrad.2019.04.004_bib0040","doi-asserted-by":"crossref","first-page":"2903","DOI":"10.1007\/s00330-016-4623-9","article-title":"Differentiation of uterine leiomyosarcoma from atypical leiomyoma: diagnostic accuracy of qualitative MR imaging features and feasibility of texture analysis","volume":"27","author":"Lakhman","year":"2017","journal-title":"Eur. Radiol."},{"key":"10.1016\/j.ejrad.2019.04.004_bib0045","first-page":"12","article-title":"Benign and malignant pathology of the uterus, best practice & research","volume":"46","author":"Tanos","year":"2018","journal-title":"Clin. Obstet. Gynaecol."},{"key":"10.1016\/j.ejrad.2019.04.004_bib0050","doi-asserted-by":"crossref","DOI":"10.3802\/jgo.2018.29.e26","article-title":"What MRI features suspect malignant pure mesenchymal uterine tumors rather than uterine leiomyoma with cystic degeneration?","author":"Kim","year":"2018","journal-title":"J. Gynecol. Oncol."},{"issue":"6","key":"10.1016\/j.ejrad.2019.04.004_bib0055","doi-asserted-by":"crossref","first-page":"1307","DOI":"10.2214\/ajr.177.6.1771307","article-title":"MR imaging of uterine sarcomas","volume":"177","author":"Sahdev","year":"2001","journal-title":"AJR Am. J. Roentgenol."},{"key":"10.1016\/j.ejrad.2019.04.004_bib0060","doi-asserted-by":"crossref","DOI":"10.1016\/j.acra.2018.01.002","article-title":"Utility of clinical parameters and multiparametric MRI as predictive factors for differentiating uterine sarcoma from atypical leiomyoma","author":"Bi","year":"2018","journal-title":"Acad. Radiol."},{"issue":"1","key":"10.1016\/j.ejrad.2019.04.004_bib0065","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1002\/jcu.20075","article-title":"Uterine sarcomas versus leiomyomas: gray-scale and Doppler sonographic findings","volume":"33","author":"Aviram","year":"2005","journal-title":"J. Clin. Ultrasound"},{"issue":"11","key":"10.1016\/j.ejrad.2019.04.004_bib0070","doi-asserted-by":"crossref","first-page":"2756","DOI":"10.1007\/s00330-009-1471-x","article-title":"Combined use of T2-weighted and diffusion-weighted 3-T MR imaging for differentiating uterine sarcomas from benign leiomyomas","volume":"19","author":"Namimoto","year":"2009","journal-title":"Eur. Radiol."},{"issue":"4","key":"10.1016\/j.ejrad.2019.04.004_bib0075","doi-asserted-by":"crossref","first-page":"723","DOI":"10.1007\/s00330-007-0787-7","article-title":"The utility of diffusion-weighted MR imaging for differentiating uterine sarcomas from benign leiomyomas","volume":"18","author":"Tamai","year":"2008","journal-title":"Eur. Radiol."},{"issue":"2","key":"10.1016\/j.ejrad.2019.04.004_bib0080","doi-asserted-by":"crossref","first-page":"563","DOI":"10.1148\/radiol.2015151169","article-title":"Radiomics: images are more than pictures, they are data","volume":"278","author":"Gillies","year":"2016","journal-title":"Radiology"},{"issue":"12","key":"10.1016\/j.ejrad.2019.04.004_bib0085","doi-asserted-by":"crossref","first-page":"749","DOI":"10.1038\/nrclinonc.2017.141","article-title":"Radiomics: the bridge between medical imaging and personalized medicine","volume":"14","author":"Lambin","year":"2017","journal-title":"Nat. Rev. Clin. Oncol."},{"issue":"1","key":"10.1016\/j.ejrad.2019.04.004_bib0090","doi-asserted-by":"crossref","first-page":"168","DOI":"10.1148\/radiol.14131731","article-title":"Glioblastoma multiforme: exploratory radiogenomic analysis by using quantitative image features","volume":"273","author":"Gevaert","year":"2014","journal-title":"Radiology"},{"issue":"10","key":"10.1016\/j.ejrad.2019.04.004_bib0095","doi-asserted-by":"crossref","first-page":"4188","DOI":"10.1007\/s00330-016-4637-3","article-title":"Radiomic features from the peritumoral brain parenchyma on treatment-naive multi-parametric MR imaging predict long versus short-term survival in glioblastoma multiforme: preliminary findings","volume":"27","author":"Prasanna","year":"2017","journal-title":"Eur. Radiol."},{"issue":"6","key":"10.1016\/j.ejrad.2019.04.004_bib0100","doi-asserted-by":"crossref","first-page":"886","DOI":"10.1016\/j.tranon.2017.08.007","article-title":"2D and 3D CT radiomics features prognostic performance comparison in non-small cell lung Cancer","volume":"10","author":"Shen","year":"2017","journal-title":"Transl. Oncol."},{"issue":"2","key":"10.1016\/j.ejrad.2019.04.004_bib0105","doi-asserted-by":"crossref","first-page":"382","DOI":"10.1148\/radiol.2016152110","article-title":"MR imaging radiomics signatures for predicting the risk of breast Cancer recurrence as given by research versions of Mamma Print, oncotype DX, and PAM50 gene assays","volume":"281","author":"Li","year":"2016","journal-title":"Radiology"},{"issue":"10","key":"10.1016\/j.ejrad.2019.04.004_bib0110","doi-asserted-by":"crossref","first-page":"2840","DOI":"10.1007\/s00330-015-3701-8","article-title":"Haralick texture analysis of prostate MRI: utility for differentiating non-cancerous prostate from prostate cancer and differentiating prostate cancers with different Gleason scores","volume":"25","author":"Wibmer","year":"2015","journal-title":"Eur. Radiol."},{"key":"10.1016\/j.ejrad.2019.04.004_bib0115","series-title":"WHO Classification of Tumours of Female Reproductive Organs","author":"Kurman","year":"2014"},{"issue":"14","key":"10.1016\/j.ejrad.2019.04.004_bib0120","doi-asserted-by":"crossref","first-page":"5471","DOI":"10.1088\/0031-9155\/60\/14\/5471","article-title":"A radiomics model from joint FDG-PET and MRI texture features for the prediction of lung metastases in soft-tissue sarcomas of the extremities","volume":"60","author":"Vallieres","year":"2015","journal-title":"Phys. Med. Biol."},{"issue":"6","key":"10.1016\/j.ejrad.2019.04.004_bib0125","first-page":"862","article-title":"MRI features predict survival and molecular markers in diffuse lower-grade gliomas","volume":"19","author":"Zhou","year":"2017","journal-title":"Neurooncology"},{"issue":"2","key":"10.1016\/j.ejrad.2019.04.004_bib0130","doi-asserted-by":"crossref","first-page":"582","DOI":"10.1007\/s00330-017-5005-7","article-title":"Preoperative prediction of sentinel lymph node metastasis in breast cancer based on radiomics of T2-weighted fat-suppression and diffusion-weighted MRI","volume":"28","author":"Dong","year":"2018","journal-title":"Eur. Radiol."},{"issue":"1","key":"10.1016\/j.ejrad.2019.04.004_bib0135","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1007\/s10397-015-0878-4","article-title":"European Society of Gynaecological Endoscopy steering committee on fibroid, options on fibroid morcellation: a literature review","volume":"12","author":"Brolmann","year":"2015","journal-title":"Gynecol. Surg."},{"issue":"1","key":"10.1016\/j.ejrad.2019.04.004_bib0140","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1007\/s10397-015-0878-4","article-title":"Options on fibroid morcellation: a literature review","volume":"12","author":"Br\u00f6lmann","year":"2015","journal-title":"Gynecol. Surg."},{"issue":"9","key":"10.1016\/j.ejrad.2019.04.004_bib0145","doi-asserted-by":"crossref","first-page":"1234","DOI":"10.1016\/j.mri.2012.06.010","article-title":"Radiomics: the process and the challenges","volume":"30","author":"Kumar","year":"2012","journal-title":"Magn. Reson. Imaging"},{"issue":"2","key":"10.1016\/j.ejrad.2019.04.004_bib0150","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1593\/neo.81328","article-title":"Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations","volume":"11","author":"Padhani","year":"2009","journal-title":"Neoplasia"},{"issue":"6","key":"10.1016\/j.ejrad.2019.04.004_bib0155","doi-asserted-by":"crossref","first-page":"1301","DOI":"10.1002\/jmri.25103","article-title":"Utility of histogram analysis of apparent diffusion coefficient maps obtained using 3.0T MRI for distinguishing uterine carcinosarcoma from endometrial carcinoma","volume":"43","author":"Takahashi","year":"2016","journal-title":"J. Magn. Reson. Imaging"}],"container-title":["European Journal of Radiology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0720048X19301299?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0720048X19301299?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T07:13:40Z","timestamp":1759994020000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0720048X19301299"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6]]},"references-count":31,"alternative-id":["S0720048X19301299"],"URL":"https:\/\/doi.org\/10.1016\/j.ejrad.2019.04.004","relation":{},"ISSN":["0720-048X"],"issn-type":[{"value":"0720-048X","type":"print"}],"subject":[],"published":{"date-parts":[[2019,6]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Preliminary utilization of radiomics in differentiating uterine sarcoma from atypical leiomyoma: Comparison on diagnostic efficacy of MRI features and radiomic features","name":"articletitle","label":"Article Title"},{"value":"European Journal of Radiology","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.ejrad.2019.04.004","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2019 Elsevier B.V. All rights reserved.","name":"copyright","label":"Copyright"}]}}