Radiomics to Predict Microvascular Invasion in Hepatocellular Carcinoma: A Promising Biomarker for Tumor Recurrence

HomeRadiologyVol. 307, No. 4 PreviousNext Reviews and CommentaryEditorialRadiomics to Predict Microvascular Invasion in Hepatocellular Carcinoma: A Promising Biomarker for Tumor RecurrenceRonald M. Summers Ronald M. Summers Author AffiliationsFrom the Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Bldg 10, Room 1C224D, MSC 1182, Bethesda, MD 20892-1182.Address correspondence to the author (email: [email protected]).Ronald M. Summers Published Online:Apr 25 2023https://doi.org/10.1148/radiol.230657MoreSectionsFull textPDF ToolsImage ViewerAdd to favoritesCiteTrack CitationsPermissionsReprints ShareShare onFacebookTwitterLinked In References1. Sung H, Ferlay J, Siegel RL, et al. Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA Cancer J Clin 2021;71(3):209–249. Crossref, Medline, Google Scholar2. Chernyak V, Fowler KJ, Kamaya A, et al. Liver Imaging Reporting and Data System (LI-RADS) Version 2018: Imaging of Hepatocellular Carcinoma in At-Risk Patients. Radiology 2018;289(3):816–830. Link, Google Scholar3. Xia TY, Zhou ZH, Meng XP, et al. Predicting Microvascular Invasion in Hepatocellular Carcinoma Using CT-based Radiomics Model. Radiology 2023;307(4):e222729. Link, Google Scholar4. Wang W, Guo Y, Zhong J, et al. The clinical significance of microvascular invasion in the surgical planning and postoperative sequential treatment in hepatocellular carcinoma. Sci Rep 2021;11(1):2415. Crossref, Medline, Google Scholar5. Mazzaferro V, Llovet JM, Miceli R, et al; Metroticket Investigator Study Group. Predicting survival after liver transplantation in patients with hepatocellular carcinoma beyond the Milan criteria: a retrospective, exploratory analysis. Lancet Oncol 2009;10(1):35–43. Crossref, Medline, Google Scholar6. Zhang X, Li J, Shen F, Lau WY. Significance of presence of microvascular invasion in specimens obtained after surgical treatment of hepatocellular carcinoma. J Gastroenterol Hepatol 2018;33(2):347–354. Crossref, Medline, Google Scholar7. Renzulli M, Brocchi S, Cucchetti A, et al. Can current preoperative imaging be used to detect microvascular invasion of hepatocellular carcinoma? Radiology 2016;279(2):432–442. Link, Google Scholar8. Lambin P, Leijenaar RTH, Deist TM, et al. Radiomics: the bridge between medical imaging and personalized medicine. Nat Rev Clin Oncol 2017;14(12):749–762. Crossref, Medline, Google Scholar9. Bakr S, Echegaray S, Shah R, et al. Noninvasive radiomics signature based on quantitative analysis of computed tomography images as a surrogate for microvascular invasion in hepatocellular carcinoma: a pilot study. J Med Imaging (Bellingham) 2017;4(4):041303. Medline, Google ScholarArticle HistoryReceived: Mar 15 2023Revision requested: Mar 20 2023Revision received: Mar 22 2023Accepted: Mar 23 2023Published online: Apr 25 2023 FiguresReferencesRelatedDetailsAccompanying This ArticlePredicting Microvascular Invasion in Hepatocellular Carcinoma Using CT-based Radiomics ModelApr 25 2023RadiologyRecommended Articles Local-Regional Treatment of Hepatocellular Carcinoma: A Primer for RadiologistsRadioGraphics2022Volume: 42Issue: 6pp. 1670-1689Predicting Microvascular Invasion in Hepatocellular Carcinoma Using CT-based Radiomics ModelRadiology2023Volume: 307Issue: 4Imaging Features in the Liver after Stereotactic Body Radiation TherapyRadioGraphics2022Volume: 42Issue: 7pp. 2131-2148TACE Treatment in Patients with Sorafenib-treated Unresectable Hepatocellular Carcinoma in Clinical Practice: Final Analysis of GIDEONRadiology2016Volume: 279Issue: 2pp. 630-640Multiphase Liver MRI for Identifying the Macrotrabecular-Massive Subtype of Hepatocellular CarcinomaRadiology2020Volume: 295Issue: 3pp. 562-571See More RSNA Education Exhibits Under Pressure! Challenging Scenarios of HCC on CT and MRI Â Digital Posters2020Advanced CT Techniques In the Evaluation of Hepatocellular Carcinoma: Roles of Ultra-high-resolution CT, Dual-energy CT, Contrast Enhancement Boost Technique, and RadiomicsDigital Posters2022An In-Depth Review of MRI Features of Treated Hepatocellular Carcinoma (HCC) Following Stereotactic Body Radiation Therapy (SBRT), Transarterial Chemoembolization (TACE), and Selective Internal Radiation Therapy (SIRT) with Ytrrium-90Digital Posters2019 RSNA Case Collection LI-RADS 5RSNA Case Collection2022Hepatic AngiosarcomaRSNA Case Collection2021Radioembolization of Liver Metastasis RSNA Case Collection2020 Vol. 307, No. 4 Metrics Altmetric Score PDF download