{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,23]],"date-time":"2026-06-23T12:27:30Z","timestamp":1782217650261,"version":"3.54.5"},"reference-count":17,"publisher":"Zhejiang University Press","issue":"1","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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. Zhejiang Univ. Sci. B"],"published-print":{"date-parts":[[2024,1]]},"DOI":"10.1631\/jzus.b2300363","type":"journal-article","created":{"date-parts":[[2024,1,8]],"date-time":"2024-01-08T10:02:58Z","timestamp":1704708178000},"page":"83-90","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":18,"title":["Deep learning-based radiomics allows for a more accurate assessment of sarcopenia as a prognostic factor in hepatocellular carcinoma","\u57fa\u4e8e\u5f71\u50cf\u7ec4\u5b66\u7684\u6df1\u5ea6\u5b66\u4e60\u8bc4\u4f30\u808c\u5c11\u75c7\u5bf9\u809d\u764c\u5207\u9664\u548c\u79fb\u690d\u60a3\u8005\u9884\u540e\u7684\u5f71\u54cd"],"prefix":"10.1631","volume":"25","author":[{"given":"Zhikun","family":"Liu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yichao","family":"Wu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Abid Ali","family":"Khan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lun","family":"Lu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jianguo","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9587-3637","authenticated-orcid":false,"given":"Ningyang","family":"Jia","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1459-8261","authenticated-orcid":false,"given":"Shusen","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2761-2811","authenticated-orcid":false,"given":"Xiao","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"635","published-online":{"date-parts":[[2024,1,8]]},"reference":[{"issue":"2","key":"737_CR1","doi-asserted-by":"publisher","first-page":"127","DOI":"10.3322\/caac.21552","volume":"69","author":"WL Bi","year":"2019","unstructured":"Bi WL, Hosny A, Schabath MB, et al., 2019. Artificial intelligence in cancer imaging: clinical challenges and applications. CA Cancer J Clin, 69(2): 127\u2013157. https:\/\/doi.org\/10.3322\/caac.21552","journal-title":"CA Cancer J Clin"},{"issue":"5","key":"737_CR2","doi-asserted-by":"publisher","first-page":"625","DOI":"10.1002\/lt.24750","volume":"23","author":"EJ Carey","year":"2017","unstructured":"Carey EJ, Lai JC, Wang CW, et al., 2017. A multicenter study to define sarcopenia in patients with end-stage liver disease. Liver Transpl, 23(5):625\u2013633. https:\/\/doi.org\/10.1002\/lt.24750","journal-title":"Liver Transpl"},{"issue":"5","key":"737_CR3","doi-asserted-by":"publisher","first-page":"1816","DOI":"10.1002\/hep.30828","volume":"70","author":"EJ Carey","year":"2019","unstructured":"Carey EJ, Lai JC, Sonnenday C, et al., 2019. A North American expert opinion statement on sarcopenia in liver transplantation. Hepatology, 70(5):1816\u20131829. https:\/\/doi.org\/10.1002\/hep.30828","journal-title":"Hepatology"},{"key":"737_CR4","doi-asserted-by":"publisher","first-page":"850929","DOI":"10.3389\/fnut.2022.850929","volume":"9","author":"XD Chen","year":"2022","unstructured":"Chen XD, Chen WJ, Huang ZX, et al., 2022. Establish a new diagnosis of sarcopenia based on extracted radiomic features to predict prognosis of patients with gastric cancer. Front Nutr, 9:850929. https:\/\/doi.org\/10.3389\/fnut.2022.850929","journal-title":"Front Nutr"},{"issue":"10191","key":"737_CR5","doi-asserted-by":"publisher","first-page":"2636","DOI":"10.1016\/S0140-6736(19)31138-9","volume":"393","author":"AJ Cruz-Jentoft","year":"2019","unstructured":"Cruz-Jentoft AJ, Sayer AA, 2019. Sarcopenia. Lancet, 393(10191): 2636\u20132646. https:\/\/doi.org\/10.1016\/s0140-6736(19)31138-9","journal-title":"Lancet"},{"issue":"4","key":"737_CR6","doi-asserted-by":"publisher","first-page":"601","DOI":"10.1093\/ageing\/afz046","volume":"48","author":"AJ Cruz-Jentoft","year":"2019","unstructured":"Cruz-Jentoft AJ, Bahat G, Bauer J, et al., 2019. Sarcopenia: revised European consensus on definition and diagnosis. Age Ageing, 48(4):601. https:\/\/doi.org\/10.1093\/ageing\/afz046","journal-title":"Age Ageing"},{"issue":"12","key":"737_CR7","doi-asserted-by":"publisher","first-page":"2506","DOI":"10.1097\/TP.0000000000002759","volume":"103","author":"H Esser","year":"2019","unstructured":"Esser H, Resch T, Pamminger M, et al., 2019. Preoperative assessment of muscle mass using computerized tomography scans to predict outcomes following orthotopic liver transplantation. Transplantation, 103(12):2506\u20132514. https:\/\/doi.org\/10.1097\/tp.0000000000002759","journal-title":"Transplantation"},{"issue":"10127","key":"737_CR8","doi-asserted-by":"publisher","first-page":"1301","DOI":"10.1016\/S0140-6736(18)30010-2","volume":"391","author":"A Forner","year":"2018","unstructured":"Forner A, Reig M, Bruix J, 2018. Hepatocellular carcinoma. Lancet, 391(10127):1301\u20131314. https:\/\/doi.org\/10.1016\/s0140-6736(18)30010-2","journal-title":"Lancet"},{"issue":"1","key":"737_CR9","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1016\/j.jhep.2015.02.031","volume":"63","author":"N Fujiwara","year":"2015","unstructured":"Fujiwara N, Nakagawa H, Kudo Y, et al., 2015. Sarcopenia, intramuscular fat deposition, and visceral adiposity independently predict the outcomes of hepatocellular carcinoma. J Hepatol, 63(1):131\u2013140. https:\/\/doi.org\/10.1016\/j.jhep.2015.02.031","journal-title":"J Hepatol"},{"issue":"2","key":"737_CR10","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1002\/lt.24671","volume":"23","author":"N Golse","year":"2017","unstructured":"Golse N, Bucur PO, Ciacio O, et al., 2017. A new definition of sarcopenia in patients with cirrhosis undergoing liver transplantation. Liver Transpl, 23(2): 143\u2013154. https:\/\/doi.org\/10.1002\/lt.24671","journal-title":"Liver Transpl"},{"issue":"11\u201312","key":"737_CR11","doi-asserted-by":"publisher","first-page":"1200","DOI":"10.1016\/j.nut.2016.04.003","volume":"32","author":"Y Hamaguchi","year":"2016","unstructured":"Hamaguchi Y, Kaido T, Okumura S, et al., 2016. Proposal for new diagnostic criteria for low skeletal muscle mass based on computed tomography imaging in Asian adults. Nutrition, 32(11\u201312):1200\u20131205. https:\/\/doi.org\/10.1016\/j.nut.2016.04.003","journal-title":"Nutrition"},{"issue":"3","key":"737_CR12","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1631\/jzus.B2200067","volume":"24","author":"ZQ He","year":"2023","unstructured":"He ZQ, She XM, Liu ZY, et al., 2023. Advances in post-operative prognostic models for hepatocellular carcinoma. J Zhejiang Univ-Sci B (Biomed & Biotechnol), 24(3): 191\u2013206. https:\/\/doi.org\/10.1631\/jzus.B2200067","journal-title":"J Zhejiang Univ-Sci B (Biomed & Biotechnol)"},{"issue":"2","key":"737_CR13","first-page":"576","volume":"11","author":"JY Jin","year":"2021","unstructured":"Jin JY, Yao Z, Zhang T, et al., 2021. Deep learning radiomics model accurately predicts hepatocellular carcinoma occurrence in chronic hepatitis b patients: a five-year follow-up. Am J Cancer Res, 11(2):576\u2013589.","journal-title":"Am J Cancer Res"},{"issue":"16","key":"737_CR14","doi-asserted-by":"publisher","first-page":"8710","DOI":"10.3390\/ijerph18168710","volume":"18","author":"YJ Kim","year":"2021","unstructured":"Kim YJ, 2021. Machine learning models for sarcopenia identification based on radiomic features of muscles in computed tomography. Int J Environ Res Public Health, 18(16): 8710. https:\/\/doi.org\/10.3390\/ijerph18168710","journal-title":"Int J Environ Res Public Health"},{"issue":"8","key":"737_CR15","doi-asserted-by":"publisher","first-page":"2277","DOI":"10.1111\/ajt.13732","volume":"16","author":"JLA van Vugt","year":"2016","unstructured":"van Vugt JLA, Levolger S, de Bruin RWF, et al., 2016. Systematic review and meta-analysis of the impact of computed tomography-assessed skeletal muscle mass on outcome in patients awaiting or undergoing liver transplantation. Am J Transpl, 16(8):2277\u20132292. https:\/\/doi.org\/10.1111\/ajt.13732","journal-title":"Am J Transpl"},{"issue":"6","key":"737_CR16","doi-asserted-by":"publisher","first-page":"1173","DOI":"10.1097\/SLA.0000000000000743","volume":"261","author":"T Voron","year":"2015","unstructured":"Voron T, Tselikas L, Pietrasz D, et al., 2015. Sarcopenia impacts on short- and long-term results of hepatectomy for hepatocellular carcinoma. Ann Surg, 261(6):1173\u20131183. https:\/\/doi.org\/10.1097\/sla.0000000000000743","journal-title":"Ann Surg"},{"issue":"2","key":"737_CR17","doi-asserted-by":"publisher","first-page":"377","DOI":"10.1016\/j.surg.2017.03.014","volume":"162","author":"T Yoo","year":"2017","unstructured":"Yoo T, Lo WD, Evans DC, 2017. Computed tomography measured psoas density predicts outcomes in trauma. Surgery, 162(2):377\u2013384. https:\/\/doi.org\/10.1016\/j.surg.2017.03.014","journal-title":"Surgery"}],"container-title":["Journal of Zhejiang University-SCIENCE B"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1631\/jzus.B2300363.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1631\/jzus.B2300363\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1631\/jzus.B2300363.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,8]],"date-time":"2024-01-08T10:03:33Z","timestamp":1704708213000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1631\/jzus.B2300363"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1]]},"references-count":17,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2024,1]]}},"alternative-id":["737"],"URL":"https:\/\/doi.org\/10.1631\/jzus.b2300363","relation":{},"ISSN":["1673-1581","1862-1783"],"issn-type":[{"value":"1673-1581","type":"print"},{"value":"1862-1783","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,1]]},"assertion":[{"value":"9 June 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 August 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 January 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"Xiao XU is an editorial board member for <i>Journal of Zhejiang University-SCIENCE B (Biomedicine & Biotechnology)<\/i> and was not involved in the editorial review or the decision to publish this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethics guidelines"}},{"value":"Zhikun LIU, Yichao WU, Abid Ali KHAN, Lun LU, Jianguo WANG, Jun CHEN, Ningyang JIA, Shusen ZHENG, and Xiao XU declared that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethics guidelines"}},{"value":"All procedures followed were in accordance with the ethical standards of the responsible committee on human experimentation (the Ethics Committee of Affiliated Hangzhou First People\u2019s Hospital) and with the Helsinki Declaration of 1975, as revised in 2013. The individual consent for this retrospective analysis was waived.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethics guidelines"}}]}}