{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,18]],"date-time":"2026-07-18T16:03:06Z","timestamp":1784390586754,"version":"3.55.0"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2021,9,1]],"date-time":"2021-09-01T00:00:00Z","timestamp":1630454400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,9,1]],"date-time":"2021-09-01T00:00:00Z","timestamp":1630454400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,9,1]],"date-time":"2021-09-01T00:00:00Z","timestamp":1630454400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"NSFC","doi-asserted-by":"publisher","award":["12071145"],"award-info":[{"award-number":["12071145"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008838","name":"Shanghai Municipal Commission of Economy and Information","doi-asserted-by":"publisher","award":["2018-RGZN-02046"],"award-info":[{"award-number":["2018-RGZN-02046"]}],"id":[{"id":"10.13039\/501100008838","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003399","name":"Science and Technology Commission of Shanghai Municipality","doi-asserted-by":"publisher","award":["18DZ2270700"],"award-info":[{"award-number":["18DZ2270700"]}],"id":[{"id":"10.13039\/501100003399","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Med. Imaging"],"published-print":{"date-parts":[[2021,9]]},"DOI":"10.1109\/tmi.2021.3080991","type":"journal-article","created":{"date-parts":[[2021,5,17]],"date-time":"2021-05-17T21:49:51Z","timestamp":1621288191000},"page":"2496-2506","source":"Crossref","is-referenced-by-count":14,"title":["Two-Stream Compare and Contrast Network for Vertebral Compression Fracture Diagnosis"],"prefix":"10.1109","volume":"40","author":[{"given":"Shixiang","family":"Feng","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Beibei","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5390-9053","authenticated-orcid":false,"given":"Ya","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7680-4062","authenticated-orcid":false,"given":"Xiaoyun","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuehua","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01258-8_5"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00745"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.239"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00432"},{"key":"ref31","first-page":"1","article-title":"The class imbalance problem: Significance and strategies","volume":"56","author":"japkowicz","year":"2000","journal-title":"Proc Int Conf Artif Intell"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2018.8363698"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298682"},{"key":"ref36","first-page":"1567","article-title":"Learning imbalanced datasets with label-distribution-aware margin loss","author":"cao","year":"2019","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00949"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.580"},{"key":"ref10","article-title":"Compression fractures detection on CT","volume":"10134","author":"bar","year":"2017","journal-title":"Proc SPIE"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01264-9_26"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2018.05.011"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CBMS.2015.37"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MeMeA.2016.7533731"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"key":"ref15","first-page":"13538","article-title":"Texture and shape biased two-stream networks for clothing classification and attribute recognition","author":"zhang","year":"2020","journal-title":"Proc IEEE\/CVF Conf Comput Vis Pattern Recognit (CVPR)"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32245-8_21"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2927289"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.02.005"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-33391-1_14"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59725-2_71"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.crad.2003.07.005"},{"key":"ref27","article-title":"Learning to reweight examples for robust deep learning","author":"ren","year":"2018","journal-title":"arXiv 1803 09050"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3174\/ajnr.A5528"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1148\/radiology.199.2.8668809"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2018.08.012"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"85","DOI":"10.33762\/bsurg.2005.57521","article-title":"Review of malignant and benign findings of compression vertebral fractures on MRI","volume":"11","author":"kalid","year":"2005","journal-title":"Basrah Journal of Surgery"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/EHB.2015.7391550"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2015.7318464"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-012-2622-z"},{"key":"ref9","first-page":"133","article-title":"Classification of osteoporotic vertebral fractures using shape and appearance modelling","author":"bromiley","year":"2017","journal-title":"Proc Int Workshop Challenge Comput Methods Clin Appl Musculoskeletal Imag"},{"key":"ref1","article-title":"Overview of osteoporosis: Epidemiology and clinical management","author":"szulc","year":"2011"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2893944"},{"key":"ref21","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014","journal-title":"arXiv 1409 1556"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00943"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.05.029"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2017.03.024"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00934-2_2"},{"key":"ref44","first-page":"1","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der maaten","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2832629"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01391"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32692-0_2"}],"container-title":["IEEE Transactions on Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/42\/9526230\/09432836.pdf?arnumber=9432836","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:49:19Z","timestamp":1652194159000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9432836\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9]]},"references-count":44,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tmi.2021.3080991","relation":{},"ISSN":["0278-0062","1558-254X"],"issn-type":[{"value":"0278-0062","type":"print"},{"value":"1558-254X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,9]]}}}