{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,11]],"date-time":"2026-08-11T16:02:08Z","timestamp":1786464128364,"version":"build-2736575974"},"reference-count":31,"publisher":"Radiological Society of North America (RSNA)","issue":"2","funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["82472063"],"award-info":[{"award-number":["82472063"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Radiology"],"published-print":{"date-parts":[[2026,8,1]]},"abstract":"<jats:p>A combined model integrating clinical variables, CT semantic features, and radiomics-predicted probabilities predicted high-grade patterns and stratified prognostic risk in lung adenocarcinoma with a consolidation-to-tumor ratio of 25% or more.<\/jats:p>","DOI":"10.1148\/radiol.260264","type":"journal-article","created":{"date-parts":[[2026,8,11]],"date-time":"2026-08-11T13:50:01Z","timestamp":1786456201000},"source":"Crossref","is-referenced-by-count":0,"title":["Contrast-enhanced CT Radiomics for High-Grade Pattern Identification                     and Prognostic Stratification in Lung Adenocarcinoma with Consolidation-to-Tumor                     Ratio of 25% or More"],"prefix":"10.1148","volume":"320","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-5263-9290","authenticated-orcid":false,"given":"Jiahui","family":"E","sequence":"first","affiliation":[{"name":"Department of Radiology, Tianjin Medical University                     Cancer Institute and Hospital, National Clinical Research Center for                     Cancer\/Tianjin\u2019s Clinical Research Center for Cancer\/Key Laboratory of                     Cancer Prevention and Therapy, Huanhuxi Rd, Tiyuanbei, Hexi District, Tianjin                     300060, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3144-0645","authenticated-orcid":false,"given":"Liuqing","family":"Kang","sequence":"additional","affiliation":[{"name":"Department of Radiology, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, HNHC Key Laboratory of Oncology Medical Imaging Response Assessment, Zhengzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-5809-6493","authenticated-orcid":false,"given":"Fan","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Radiology, Tianjin Medical University                     Cancer Institute and Hospital, National Clinical Research Center for                     Cancer\/Tianjin\u2019s Clinical Research Center for Cancer\/Key Laboratory of                     Cancer Prevention and Therapy, Huanhuxi Rd, Tiyuanbei, Hexi District, Tianjin                     300060, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-8905-0264","authenticated-orcid":false,"given":"Dianzhe","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Radiology, Shandong Cancer Hospital and                     Institute, Shandong First Medical University and Shandong Academy of Medical                     Sciences, Jinan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-2157-3923","authenticated-orcid":false,"given":"Jingyi","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Radiology, Tianjin Medical University                     Cancer Institute and Hospital, National Clinical Research Center for                     Cancer\/Tianjin\u2019s Clinical Research Center for Cancer\/Key Laboratory of                     Cancer Prevention and Therapy, Huanhuxi Rd, Tiyuanbei, Hexi District, Tianjin                     300060, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoyan","family":"Lu","sequence":"additional","affiliation":[{"name":"Department of Radiology, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, HNHC Key Laboratory of Oncology Medical Imaging Response Assessment, Zhengzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1233-4070","authenticated-orcid":false,"given":"Yong","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Radiology, Shandong Cancer Hospital and                     Institute, Shandong First Medical University and Shandong Academy of Medical                     Sciences, Jinan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0532-8171","authenticated-orcid":false,"given":"Jing","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Radiology, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, HNHC Key Laboratory of Oncology Medical Imaging Response Assessment, Zhengzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yicai","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Radiology, Tianjin Medical University                     Cancer Institute and Hospital, National Clinical Research Center for                     Cancer\/Tianjin\u2019s Clinical Research Center for Cancer\/Key Laboratory of                     Cancer Prevention and Therapy, Huanhuxi Rd, Tiyuanbei, Hexi District, Tianjin                     300060, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-7644-2824","authenticated-orcid":false,"given":"Qiliang","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Radiology, Tianjin Medical University                     Cancer Institute and Hospital, National Clinical Research Center for                     Cancer\/Tianjin\u2019s Clinical Research Center for Cancer\/Key Laboratory of                     Cancer Prevention and Therapy, Huanhuxi Rd, Tiyuanbei, Hexi District, Tianjin                     300060, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-6275-4201","authenticated-orcid":false,"given":"Xiaoting","family":"Cai","sequence":"additional","affiliation":[{"name":"Department of Radiology, Tianjin Medical University                     Cancer Institute and Hospital, National Clinical Research Center for                     Cancer\/Tianjin\u2019s Clinical Research Center for Cancer\/Key Laboratory of                     Cancer Prevention and Therapy, Huanhuxi Rd, Tiyuanbei, Hexi District, Tianjin                     300060, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-0922-4869","authenticated-orcid":false,"given":"Bole","family":"Gao","sequence":"additional","affiliation":[{"name":"Department of Radiology, Tianjin Medical University                     Cancer Institute and Hospital, National Clinical Research Center for                     Cancer\/Tianjin\u2019s Clinical Research Center for Cancer\/Key Laboratory of                     Cancer Prevention and Therapy, Huanhuxi Rd, Tiyuanbei, Hexi District, Tianjin                     300060, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-8132-0916","authenticated-orcid":false,"given":"Zhuo","family":"Ning","sequence":"additional","affiliation":[{"name":"Department of Radiology, Tianjin Medical University                     Cancer Institute and Hospital, National Clinical Research Center for                     Cancer\/Tianjin\u2019s Clinical Research Center for Cancer\/Key Laboratory of                     Cancer Prevention and Therapy, Huanhuxi Rd, Tiyuanbei, Hexi District, Tianjin                     300060, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5423-3377","authenticated-orcid":false,"given":"Ying","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Radiology, Tianjin Medical University                     Cancer Institute and Hospital, National Clinical Research Center for                     Cancer\/Tianjin\u2019s Clinical Research Center for Cancer\/Key Laboratory of                     Cancer Prevention and Therapy, Huanhuxi Rd, Tiyuanbei, Hexi District, Tianjin                     300060, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1577","reference":[{"key":"r1","doi-asserted-by":"publisher","DOI":"10.3322\/caac.21660"},{"key":"r2","doi-asserted-by":"publisher","DOI":"10.1097\/JTO.0000000000000630"},{"key":"r3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtho.2020.06.001"},{"key":"r4","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtho.2021.07.006"},{"key":"r5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtho.2022.02.005"},{"key":"r6","doi-asserted-by":"publisher","DOI":"10.1007\/s11748-021-01758-3"},{"key":"r7","doi-asserted-by":"publisher","DOI":"10.1016\/j.lungcan.2022.11.022"},{"key":"r8","doi-asserted-by":"publisher","DOI":"10.1177\/17588359221148028"},{"key":"r9","doi-asserted-by":"publisher","DOI":"10.1016\/j.lungcan.2023.107445"},{"key":"r10","doi-asserted-by":"publisher","DOI":"10.1002\/jso.27091"},{"key":"r11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejca.2011.11.036"},{"key":"r12","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-020-07570-6"},{"key":"r13","doi-asserted-by":"publisher","DOI":"10.3389\/fonc.2022.964322"},{"key":"r14","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-36409-5"},{"key":"r15","doi-asserted-by":"publisher","DOI":"10.1186\/s12931-023-02592-2"},{"key":"r16","doi-asserted-by":"publisher","DOI":"10.1016\/j.acra.2022.12.006"},{"key":"r17","first-page":"153303382413007","volume":"23","author":"Zuo Z","year":"2024","journal-title":"Technol Cancer Res Treat"},{"key":"r18","doi-asserted-by":"publisher","DOI":"10.3389\/fonc.2023.1103269"},{"key":"r19","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.233244"},{"key":"r20","doi-asserted-by":"publisher","DOI":"10.1148\/ryai.240300"},{"key":"r21","doi-asserted-by":"publisher","DOI":"10.1186\/s12890-023-02690-3"},{"key":"r22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtho.2018.09.026"},{"key":"r23","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2020191835"},{"key":"r24","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-013-2954-3"},{"key":"r25","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-023-09453-y"},{"key":"r26","doi-asserted-by":"publisher","DOI":"10.1016\/j.acra.2024.07.026"},{"key":"r27","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtho.2016.06.014"},{"key":"r28","doi-asserted-by":"publisher","DOI":"10.1111\/1759-7714.13754"},{"key":"r29","doi-asserted-by":"publisher","DOI":"10.1016\/j.athoracsur.2017.08.018"},{"key":"r30","doi-asserted-by":"publisher","DOI":"10.1245\/s10434-022-11444-0"},{"issue":"9","key":"r31","first-page":"10562","volume":"13","author":"Peng B","year":"2021","journal-title":"Am J Transl Res"}],"container-title":["Radiology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/pubs.rsna.org\/doi\/pdf\/10.1148\/radiol.260264","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,8,11]],"date-time":"2026-08-11T13:50:14Z","timestamp":1786456214000},"score":1,"resource":{"primary":{"URL":"http:\/\/pubs.rsna.org\/doi\/10.1148\/radiol.260264"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8,1]]},"references-count":31,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2026,8,1]]}},"alternative-id":["10.1148\/radiol.260264"],"URL":"https:\/\/doi.org\/10.1148\/radiol.260264","relation":{},"ISSN":["0033-8419","1527-1315"],"issn-type":[{"value":"0033-8419","type":"print"},{"value":"1527-1315","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,8,1]]},"article-number":"e260264"}}