{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T01:49:48Z","timestamp":1782352188074,"version":"3.54.5"},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2024,12,9]],"date-time":"2024-12-09T00:00:00Z","timestamp":1733702400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,12,9]],"date-time":"2024-12-09T00:00:00Z","timestamp":1733702400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Digit Imaging. Inform. med."],"DOI":"10.1007\/s10278-024-01359-5","type":"journal-article","created":{"date-parts":[[2024,12,9]],"date-time":"2024-12-09T13:48:42Z","timestamp":1733752122000},"page":"2183-2193","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Diagnosis of Acute Versus Chronic Thoracolumbar Vertebral Compression Fractures Using CT Radiomics Based on Machine Learning: a Preliminary Study"],"prefix":"10.1007","volume":"38","author":[{"given":"Xiangrong","family":"Zhuang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinan","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jianghe","family":"Kang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4257-8981","authenticated-orcid":false,"given":"Ziying","family":"Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,12,9]]},"reference":[{"issue":"1","key":"1359_CR1","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1186\/s13018-022-03147-9","volume":"17","author":"SF Bigdon","year":"2022","unstructured":"Bigdon SF, Saldarriaga Y, Oswald KAC, et al. Epidemiologic analysis of 8000 acute vertebral fractures: evolution of treatment and complications at 10-year follow-up. J Orthop Surg Res. 2022; 17(1):12.","journal-title":"J Orthop Surg Res."},{"issue":"4","key":"1359_CR2","doi-asserted-by":"publisher","first-page":"713","DOI":"10.14245\/ns.2142390.195","volume":"18","author":"N Peev","year":"2021","unstructured":"Peev N, Zileli M, Sharif S, Arif S, Brady Z. Indications for Nonsurgical Treatment of Thoracolumbar Spine Fractures: WFNS Spine Committee Recommendations. Neurospine. 2021; 18(4):713-724.","journal-title":"Neurospine."},{"issue":"10","key":"1359_CR3","doi-asserted-by":"publisher","first-page":"2560","DOI":"10.1007\/s00586-020-06491-8","volume":"29","author":"Y Palmowski","year":"2020","unstructured":"Palmowski Y, Balmer S, B\u00fcrger J, Sch\u00f6mig F, Hu ZY, Pumberger M. Influence of operative timing on the early post-operative radiological and clinical outcome after kyphoplasty. Eur Spine J. 2020; 29(10):2560-2567.","journal-title":"Eur Spine J."},{"issue":"3","key":"1359_CR4","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1519\/JPT.0000000000000267","volume":"44","author":"T Kobata","year":"2021","unstructured":"Kobata T, Hasebe K, Momosaki R. Effectiveness of Early Rehabilitation for Vertebral Compression Fractures: A Retrospective Cohort Study. J Geriatr Phys Ther. 2021; 44(3):139-143.","journal-title":"J Geriatr Phys Ther."},{"issue":"9","key":"1359_CR5","doi-asserted-by":"publisher","first-page":"2698","DOI":"10.1007\/s00586-021-06741-3","volume":"30","author":"H Inose","year":"2021","unstructured":"Inose H, Kato T, Ichimura S, et al. Risk factors for subsequent vertebral fracture after acute osteoporotic vertebral fractures. Eur Spine J. 2021; 30(9):2698-2707.","journal-title":"Eur Spine J."},{"key":"1359_CR6","doi-asserted-by":"crossref","unstructured":"Spiegl UJ, Jarvers JS, Osterhoff G, et al. Effect of subsequent vertebral body fractures on the outcome after posterior stabilization of unstable geriatric fractures of the thoracolumbar spine. BMC Musculoskelet Disord. 2022; 23(1).","DOI":"10.1186\/s12891-022-06031-z"},{"key":"1359_CR7","doi-asserted-by":"crossref","unstructured":"Yamauchi K, Adachi A, Kameyama M, et al. A risk factor associated with subsequent new vertebral compression fracture after conservative therapy for patients with vertebral compression fracture: a retrospective observational study. Archives of Osteoporosis. 2020; 15(1).","DOI":"10.1007\/s11657-019-0679-x"},{"issue":"1","key":"1359_CR8","doi-asserted-by":"publisher","first-page":"561","DOI":"10.1007\/s00330-021-08081-8","volume":"32","author":"M Cavallaro","year":"2022","unstructured":"Cavallaro M, D'Angelo T, Albrecht MH, et al. Comprehensive comparison of dual-energy computed tomography and magnetic resonance imaging for the assessment of bone marrow edema and fracture lines in acute vertebral fractures. Eur Radiol. 2022; 32(1):561-571.","journal-title":"Eur Radiol."},{"issue":"3","key":"1359_CR9","doi-asserted-by":"publisher","first-page":"1496","DOI":"10.1007\/s00330-021-08247-4","volume":"32","author":"WJ Chen","year":"2022","unstructured":"Chen WJ, Liu X, Li KH, et al. A deep-learning model for identifying fresh vertebral compression fractures on digital radiography. Eur Radiol. 2022; 32(3):1496-1505.","journal-title":"Eur Radiol."},{"key":"1359_CR10","doi-asserted-by":"crossref","unstructured":"Zhang J, Liu JY, Liang ZP, et al. Differentiation of acute and chronic vertebral compression fractures using conventional CT based on deep transfer learning features and hand-crafted radiomics features. BMC Musculoskelet Disord. 2023; 24(1).","DOI":"10.1186\/s12891-023-06281-5"},{"key":"1359_CR11","doi-asserted-by":"crossref","unstructured":"Feng NN, Zhou SB, Yu X, et al. Feasibility study in quantitative identification of fresh and old osteoporotic vertebral compression fracture by vertebral CT value and CT value difference. BMC Musculoskelet Disord. 2024; 25(1).","DOI":"10.1186\/s12891-024-07936-7"},{"key":"1359_CR12","doi-asserted-by":"publisher","first-page":"E676","DOI":"10.1016\/j.wneu.2018.10.121","volume":"122","author":"DM Hedderich","year":"2019","unstructured":"Hedderich DM, Maegerlein C, Baum T, et al. Differentiation of Acute\/Subacute versus Old Vertebral Fractures in Multislice Detector Computed Tomography: Is Magnetic Resonance Imaging Always Needed? World Neurosurg. 2019; 122:E676-E683.","journal-title":"World Neurosurg."},{"issue":"11","key":"1359_CR13","doi-asserted-by":"publisher","first-page":"1439","DOI":"10.1007\/s00270-022-03348-z","volume":"46","author":"W Clark","year":"2023","unstructured":"Clark W, Diamond T. Early Vertebroplasty for Severely Painful Acute Osteoporotic Compression Fractures: A Critical Review of the Literature. Cardiovasc Intervent Radiol. 2023; 46(11):1439-1446.","journal-title":"Cardiovasc Intervent Radiol."},{"key":"1359_CR14","doi-asserted-by":"crossref","unstructured":"Jung CW, Lee J, Ham DW, et al. Forward Bending in Supine Test: Diagnostic Accuracy for Acute Vertebral Fragility Fracture. Healthcare. 2022; 10(7).","DOI":"10.3390\/healthcare10071215"},{"issue":"3","key":"1359_CR15","doi-asserted-by":"publisher","first-page":"1116","DOI":"10.1016\/j.neuroimage.2006.01.015","volume":"31","author":"PA Yushkevich","year":"2006","unstructured":"Yushkevich PA, Piven J, Hazlett HC, et al. User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability. Neuroimage. 2006; 31(3):1116-1128.","journal-title":"Neuroimage."},{"issue":"8","key":"1359_CR16","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1371\/journal.pone.0237587","volume":"15","author":"Y Song","year":"2020","unstructured":"Song Y, Zhang J, Zhang YD, et al. FeAture Explorer (FAE): A tool for developing and comparing radiomics models. PLoS One. 2020; 15(8):10.","journal-title":"PLoS One."},{"issue":"21","key":"1359_CR17","doi-asserted-by":"publisher","first-page":"E104","DOI":"10.1158\/0008-5472.CAN-17-0339","volume":"77","author":"JJM van Griethuysen","year":"2017","unstructured":"van Griethuysen JJM, Fedorov A, Parmar C, et al. Computational Radiomics System to Decode the Radiographic Phenotype. Cancer Res. 2017; 77(21):E104-E107.","journal-title":"Cancer Res."},{"issue":"2","key":"1359_CR18","doi-asserted-by":"publisher","first-page":"150","DOI":"10.1177\/14604086211056616","volume":"25","author":"R Rajakulasingam","year":"2023","unstructured":"Rajakulasingam R, Nightingale P, Bhatt N, Choudhary S. Cortical step sign in spinal clearance on trauma computed tomography - Indicator of acute thoracolumbar compression fracture. Trauma-England. 2023; 25(2):150-157.","journal-title":"Trauma-England."},{"key":"1359_CR19","doi-asserted-by":"crossref","unstructured":"Yang H, Yan S, Li J, et al. Prediction of acute versus chronic osteoporotic vertebral fracture using radiomics-clinical model on CT. European Journal of Radiology. 2022; 149.","DOI":"10.1016\/j.ejrad.2022.110197"},{"issue":"10","key":"1359_CR20","doi-asserted-by":"publisher","first-page":"1512","DOI":"10.1016\/j.acra.2021.12.008","volume":"29","author":"AY Kim","year":"2022","unstructured":"Kim AY, Yoon MA, Ham SJ, et al. Prediction of the Acuity of Vertebral Compression Fractures on CT Using Radiologic and Radiomic Features. Acad Radiol. 2022; 29(10):1512-1520.","journal-title":"Acad Radiol."},{"issue":"5","key":"1359_CR21","doi-asserted-by":"publisher","first-page":"2934","DOI":"10.1007\/s00330-023-10393-w","volume":"34","author":"Q Li","year":"2024","unstructured":"Li Q, Song ZH, Li XJ, et al. Development of a CT radiomics nomogram for preoperative prediction of Ki-67 index in pancreatic ductal adenocarcinoma: a two-center retrospective study. Eur Radiol. 2024; 34(5):2934-2943.","journal-title":"Eur Radiol."},{"key":"1359_CR22","doi-asserted-by":"crossref","unstructured":"Qian ZH, Zhang LL, Hu J, et al. Machine Learning-Based Analysis of Magnetic Resonance Radiomics for the Classification of Gliosarcoma and Glioblastoma. Front Oncol. 2021; 11.","DOI":"10.3389\/fonc.2021.774369"},{"key":"1359_CR23","doi-asserted-by":"crossref","unstructured":"Liang LM, Wang Y, Zhao YY, et al. Efficacy and confounding factors of CT attenuation value differences in distinguishing acute and old vertebral compression fractures: a retrospective study. BMC Musculoskelet Disord. 2023; 24(1).","DOI":"10.1186\/s12891-023-06484-w"}],"container-title":["Journal of Imaging Informatics in Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10278-024-01359-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10278-024-01359-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10278-024-01359-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T01:32:35Z","timestamp":1757122355000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10278-024-01359-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,9]]},"references-count":23,"journal-issue":{"issue":"4","published-online":{"date-parts":[[2025,8]]}},"alternative-id":["1359"],"URL":"https:\/\/doi.org\/10.1007\/s10278-024-01359-5","relation":{},"ISSN":["2948-2933"],"issn-type":[{"value":"2948-2933","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12,9]]},"assertion":[{"value":"14 September 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 November 2024","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 November 2024","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 December 2024","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}