{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T17:20:53Z","timestamp":1785604853722,"version":"3.56.0"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2017,3,1]],"date-time":"2017-03-01T00:00:00Z","timestamp":1488326400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61402296"],"award-info":[{"award-number":["61402296"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61571304"],"award-info":[{"award-number":["61571304"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["81571758"],"award-info":[{"award-number":["81571758"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61501305"],"award-info":[{"award-number":["61501305"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61427806"],"award-info":[{"award-number":["61427806"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shenzhen Key Basic Research Project","award":["JCYJ20150525092940986"],"award-info":[{"award-number":["JCYJ20150525092940986"]}]},{"name":"Shenzhen Key Basic Research Project","award":["JCYJ20150525092940982"],"award-info":[{"award-number":["JCYJ20150525092940982"]}]},{"name":"Shenzhen Key Basic Research Project","award":["JCYJ20130329105033277"],"award-info":[{"award-number":["JCYJ20130329105033277"]}]},{"name":"Shenzhen Key Basic Research Project","award":["JCYJ20140509172 609164"],"award-info":[{"award-number":["JCYJ20140509172 609164"]}]},{"name":"(Key) Project of Department of Education of Guangdong Province","award":["2014GKXM052"],"award-info":[{"award-number":["2014GKXM052"]}]},{"name":"Natural Science Foundation of SZU","award":["2016089"],"award-info":[{"award-number":["2016089"]}]},{"name":"Shenzhen-Hong Kong Innovation Circle Funding Program","award":["JSE201109150013A"],"award-info":[{"award-number":["JSE201109150013A"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Med. Imaging"],"published-print":{"date-parts":[[2017,3]]},"DOI":"10.1109\/tmi.2016.2629462","type":"journal-article","created":{"date-parts":[[2016,11,16]],"date-time":"2016-11-16T22:26:22Z","timestamp":1479335182000},"page":"802-814","source":"Crossref","is-referenced-by-count":131,"title":["Automatic Scoring of Multiple Semantic Attributes With Multi-Task Feature Leverage: A Study on Pulmonary Nodules in CT Images"],"prefix":"10.1109","volume":"36","author":[{"given":"Sihong","family":"Chen","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jing","family":"Qin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xing","family":"Ji","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Baiying","family":"Lei","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tianfu","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dong","family":"Ni","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3446-8173","authenticated-orcid":false,"given":"Jie-Zhi","family":"Cheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the lasso","volume":"58","author":"tibshirani","year":"1996","journal-title":"J R Statist Soc B (Methodological)"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/HISB.2011.37"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"1744","DOI":"10.1109\/TPAMI.2009.186","article-title":"Auto-context and its application to high-level vision tasks and 3D brain image segmentation","volume":"32","author":"tu","year":"2010","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"832","DOI":"10.1109\/34.709601","article-title":"The random subspace method for constructing decision forests","volume":"20","author":"ho","year":"1998","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020423"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.177"},{"key":"ref37","article-title":"Bridging computational features toward multiple semantic features with multi-task regression: A study of CT pulmonary nodules","author":"chen","year":"2016","journal-title":"Medical Image Computing and Computer-Assisted Intervention"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms5006"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2015.2478028"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2014.06.009"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1148\/radiographics.20.1.g00ja0343"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1148\/rg.266065168"},{"key":"ref11","first-page":"150714","article-title":"Differentiating between subsolid and solid pulmonary nodules at CT: Inter–and intraobserver agreement between experienced thoracic radiologists","volume":"278","author":"ridge","year":"2015","journal-title":"Radiology"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2015142700"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1118\/1.3528204"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2323032035"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1097\/RLI.0000000000000121"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.09090001"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1118\/1.3013555"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-22092-0_63"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1118\/1.3140589"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1378\/chest.12-2351"},{"key":"ref27","first-page":"3371","article-title":"Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion","volume":"11","author":"vincent","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.12120628"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1097\/JTO.0b013e318206a221"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/60\/24\/9377"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2372041887"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.12120240"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2533090179"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1378\/chest.12-1487"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-014-3441-1"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa1214726"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177732186"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1118\/1.2207129"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299173"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2012.2188301"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2383050167"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-010-9285-6"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2302030049"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553434"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1038\/srep24454"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2321347"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejrad.2009.01.024"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00503.x"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2371821"},{"key":"ref43","doi-asserted-by":"crossref","first-page":"588","DOI":"10.1007\/978-3-319-19992-4_46","article-title":"Multi-scale convolutional neural networks for lung nodule classification","author":"shen","year":"2015","journal-title":"Information Processing in Medical Imaging"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.01.074"}],"container-title":["IEEE Transactions on Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/42\/7867803\/07745891.pdf?arnumber=7745891","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:10:08Z","timestamp":1642003808000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7745891\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,3]]},"references-count":48,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tmi.2016.2629462","relation":{},"ISSN":["0278-0062","1558-254X"],"issn-type":[{"value":"0278-0062","type":"print"},{"value":"1558-254X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,3]]}}}