{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T10:44:58Z","timestamp":1773053098272,"version":"3.50.1"},"reference-count":28,"publisher":"American Roentgen Ray Society","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["American Journal of Roentgenology"],"published-print":{"date-parts":[[2023,2]]},"DOI":"10.2214\/ajr.22.28077","type":"journal-article","created":{"date-parts":[[2022,8,17]],"date-time":"2022-08-17T11:27:59Z","timestamp":1660735679000},"page":"245-255","source":"Crossref","is-referenced-by-count":27,"title":["Machine Learning Models for Prediction of Posttreatment Recurrence in Early-Stage Hepatocellular Carcinoma Using Pretreatment Clinical and MRI Features: A Proof-of-Concept Study"],"prefix":"10.2214","volume":"220","author":[{"given":"Simon","family":"Iseke","sequence":"first","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."},{"name":"Department of Diagnostic and Interventional Radiology, Pediatric Radiology and Neuroradiology, Rostock University Medical Center, Rostock, Germany."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tal","family":"Zeevi","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ahmet S.","family":"Kucukkaya","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."},{"name":"Charit\u00e9 Center for Diagnostic and Interventional Radiology, Charit\u00e9-Universit\u00e4tsmedizin Berlin, Berlin, Germany."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rajiv","family":"Raju","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Moritz","family":"Gross","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."},{"name":"Charit\u00e9 Center for Diagnostic and Interventional Radiology, Charit\u00e9-Universit\u00e4tsmedizin Berlin, Berlin, Germany."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stefan P.","family":"Haider","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexandra","family":"Petukhova-Greenstein","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."},{"name":"Charit\u00e9 Center for Diagnostic and Interventional Radiology, Charit\u00e9-Universit\u00e4tsmedizin Berlin, Berlin, Germany."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tom N.","family":"Kuhn","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."},{"name":"Department of Diagnostic and Interventional Radiology, Heinrich Heine University Duesseldorf, Duesseldorf, Germany."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"MingDe","family":"Lin","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."},{"name":"Clinical Research North America, Visage Imaging, Inc., San Diego, CA."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michal","family":"Nowak","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kirsten","family":"Cooper","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elizabeth","family":"Thomas","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marc-Andr\u00e9","family":"Weber","sequence":"additional","affiliation":[{"name":"Department of Diagnostic and Interventional Radiology, Pediatric Radiology and Neuroradiology, Rostock University Medical Center, Rostock, Germany."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David C.","family":"Madoff","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."},{"name":"Department of Internal Medicine, Yale University School of Medicine, New Haven, CT."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lawrence","family":"Staib","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ramesh","family":"Batra","sequence":"additional","affiliation":[{"name":"Department of Surgery, Transplantation and Immunology, Yale University School of Medicine, New Haven, CT."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Julius","family":"Chapiro","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 300 Cedar St, New Haven, CT 06520."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1049","reference":[{"key":"R1","doi-asserted-by":"publisher","DOI":"10.1038\/s41572-020-00240-3"},{"key":"R3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhep.2021.11.018"},{"key":"R4","doi-asserted-by":"publisher","DOI":"10.1016\/j.hpb.2018.04.006"},{"key":"R5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhep.2012.04.015"},{"key":"R6","doi-asserted-by":"publisher","DOI":"10.1111\/ajt.15674"},{"key":"R7","doi-asserted-by":"publisher","DOI":"10.1111\/j.1432-2277.2012.01562.x"},{"key":"R8","doi-asserted-by":"publisher","DOI":"10.1016\/j.gcb.2009.02.036"},{"key":"R9","doi-asserted-by":"publisher","DOI":"10.1002\/lt.20605"},{"key":"R10","doi-asserted-by":"publisher","DOI":"10.1056\/NEJM199603143341104"},{"key":"R11","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-019-06424-0"},{"key":"R12","doi-asserted-by":"publisher","DOI":"10.1158\/1078-0432.CCR-18-2861"},{"key":"R13","doi-asserted-by":"publisher","DOI":"10.1159\/000485396"},{"key":"R14","doi-asserted-by":"publisher","DOI":"10.1158\/1078-0432.CCR-14-0442"},{"key":"R15","doi-asserted-by":"publisher","DOI":"10.1016\/j.trre.2016.03.001"},{"key":"R16","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhep.2018.01.024"},{"key":"R17","doi-asserted-by":"publisher","DOI":"10.1148\/rg.2017170077"},{"key":"R18","doi-asserted-by":"publisher","DOI":"10.1097\/TP.0000000000003174"},{"key":"R19","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2018181494"},{"key":"R20","doi-asserted-by":"publisher","DOI":"10.1016\/j.mri.2012.05.001"},{"key":"R25","doi-asserted-by":"publisher","DOI":"10.1097\/TP.0000000000003434"},{"key":"R26","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2020191470"},{"key":"R27","volume-title":"Deep learning.","author":"Bengio Y","year":"2017"},{"key":"R28","doi-asserted-by":"publisher","DOI":"10.1007\/s40472-020-00288-w"},{"key":"R29","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2021.101894"},{"key":"R30","doi-asserted-by":"publisher","DOI":"10.1097\/TP.0000000000003117"},{"key":"R32","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-7-91"},{"key":"R33","doi-asserted-by":"publisher","DOI":"10.1002\/1097-0142(1950)3:1<32::AID-CNCR2820030106>3.0.CO;2-3"},{"key":"R34","doi-asserted-by":"publisher","DOI":"10.1002\/bimj.200710415"}],"container-title":["American Journal of Roentgenology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.ajronline.org\/doi\/pdf\/10.2214\/AJR.22.28077","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,20]],"date-time":"2023-01-20T14:07:43Z","timestamp":1674223663000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.ajronline.org\/doi\/10.2214\/AJR.22.28077"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,2]]},"references-count":28,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2023,2]]}},"alternative-id":["10.2214\/AJR.22.28077"],"URL":"https:\/\/doi.org\/10.2214\/ajr.22.28077","relation":{},"ISSN":["0361-803X","1546-3141"],"issn-type":[{"value":"0361-803X","type":"print"},{"value":"1546-3141","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,2]]}}}