Main Article Content
Abstract
Background. The Liver Imaging Reporting and Data System (LI-RADS) standardizes interpretation and reporting of liver computed tomography (CT) and magnetic resonance imaging (MRI) in patients at risk for hepatocellular carcinoma (HCC). Its per-category diagnostic performance against a histopathological reference standard has been characterized largely in high-resource settings.
Objective. To determine the diagnostic accuracy of LI-RADS version 2018 (v2018) for HCC against histopathology in at-risk patients, to quantify per-category positive predictive value (PPV), and to compare the LR-5, combined LR-4/5, and ordinal LI-RADS strategies.
Patients and methods. A retrospective single-center diagnostic-accuracy cohort study was conducted at Al-Hussein Teaching Hospital. At-risk patients with a multiphasic liver CT or MRI and a histopathological reference standard (resection, explant, or core-needle biopsy) for the index observation were included. The primary outcomes were per-category PPV for HCC, and the sensitivity, specificity, and area under the receiver operating characteristic curve (AUC) of LR-5, combined LR-4/5, and ordinal LI-RADS.
Results. Of 388 patients screened, 247 observations in 218 patients formed the analytic cohort; 158 (64.0%) were HCC. PPV for HCC rose monotonically across categories: 0% (LR-1), 4.5% (LR-2), 9.1% (LR-3), 44.4% (LR-4), and 92.6% (LR-5). LR-5 achieved a sensitivity of 82.3% (95% confidence interval [CI] 75.4–87.9%) and specificity of 94.4% (95% CI 87.4–98.2%), with an AUC of 0.88 (95% CI 0.83–0.93).
Conclusions. LI-RADS v2018 LR-5 demonstrated high specificity and good sensitivity for HCC against histopathology in this Iraqi cohort.
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Copyright (c) 2026 Firas Abdullah AlBaghdadi

This work is licensed under a Creative Commons Attribution 4.0 International License.
References
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- European Association for the Study of the Liver. EASL clinical practice guidelines on the management of hepatocellular carcinoma. J Hepatol. 2025;82(2):315–374. https://doi.org/10.1016/j.jhep.2024.08.028
- Schima W, Kopf H, Eisenhuber E. LI-RADS made easy. Rofo. 2023;195(6):486–494. https://doi.org/10.1055/a-1990-5924
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References
Bray F, Laversanne M, Sung H, Ferlay J, Siegel RL, Soerjomataram I, et al. Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2024;74(3):229–263.https://doi.org/10.3322/caac.21834
Llovet JM, Kelley RK, Villanueva A, Singal AG, Pikarsky E, Roayaie S, et al. Hepatocellular carcinoma. Nat Rev Dis Primers. 2021;7(1):6. https://doi.org/10.1038/s41572-020-00240-3
Marrero JA, Kulik LM, Sirlin CB, Zhu AX, Finn RS, Abecassis MM, et al. Diagnosis, staging, and management of hepatocellular carcinoma: 2018 practice guidance by the American Association for the Study of Liver Diseases. Hepatology. 2018;68(2):723–750. https://doi.org/10.1002/hep.29913
Singal AG, Llovet JM, Yarchoan M, Mehta N, Heimbach JK, Dawson LA, et al. AASLD practice guidance on prevention, diagnosis, and treatment of hepatocellular carcinoma. Hepatology. 2023;78(6):1922–1965. https://doi.org/10.1097/HEP.0000000000000466
Chernyak V, Fowler KJ, Kamaya A, Kielar AZ, Elsayes KM, Bashir MR, 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. https://doi.org/10.1148/radiol.2018181494
Lee S, Kim YY, Shin J, Roh YH, Choi JY, Chernyak V, et al. Liver Imaging Reporting and Data System version 2018 category 5 for diagnosing hepatocellular carcinoma: an updated meta-analysis. Eur Radiol. 2024;34(3):1502–1514. https://doi.org/10.1007/s00330-023-10134-z
Lee S, Kim YY, Shin J, Shin H, Sirlin CB, Chernyak V. Performance of LI-RADS category 5 versus combined categories 4 and 5: a systematic review and meta-analysis. Eur Radiol. 2024;34(11):7025–7040. doi:10.1007/s00330-024-10813-5. https://doi.org/10.1007/s00330-024-10813-5
van der Pol CB, Lim CS, Sirlin CB, McGrath TA, Salameh JP, Bashir MR, et al. Accuracy of the Liver Imaging Reporting and Data System in computed tomography and magnetic resonance image analysis of hepatocellular carcinoma or overall malignancy: a systematic review. Gastroenterology. 2019;156(4):976–986. https://doi.org/10.1053/j.gastro.2018.11.020
Bossuyt PM, Reitsma JB, Bruns DE, Gatsonis CA, Glasziou PP, Irwig L, et al. STARD 2015: an updated list of essential items for reporting diagnostic accuracy studies. BMJ. 2015;351:h5527. https://doi.org/10.1136/bmj.h5527
Chernyak V, Santillan CS, Papadatos D, Sirlin CB. LI-RADS® algorithm: CT and MRI. Abdom Radiol (NY). 2018;43(1):111–126. https://doi.org/10.1007/s00261-017-1228-y
DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics. 1988;44(3):837–845. https://doi.org/10.2307/2531595
Kim YY, Lee S, Shin J, Roh YH, Choi JY, Sirlin CB, et al. CT and MRI Liver Imaging Reporting and Data System version 2018 for hepatocellular carcinoma: a systematic review with meta-analysis. J Am Coll Radiol. 2020;17(10):1199–1206. https://doi.org/10.1016/j.jacr.2020.06.005
Jhaveri KS, Babaei Jandaghi A, Bhayana R, Elbanna KY, Espin-Garcia O, Fischer SE, et al. Prospective evaluation of gadoxetate-enhanced MRI and CT for hepatocellular carcinoma detection and transplant eligibility assessment with explant histopathology correlation. Cancer Imaging. 2023;23(1):22. https://doi.org/10.1186/s40644-023-00532-3
Kierans AS, Makkar J, Guniganti P, Cornman-Homonoff J, Lee MJ, Pyatt RS, et al. Validation of multisociety guidelines for hepatocellular carcinoma: a multireader study. Radiology. 2023;307(4):e222971. https://doi.org/10.1148/radiol.231656
Ronot M, Fouque O, Esvan M, Lebigot J, Aubé C, Vilgrain V. Comparison of the accuracy of AASLD and LI-RADS criteria for the non-invasive diagnosis of HCC smaller than 3 cm. J Hepatol. 2018;68(4):715–723. https://doi.org/10.1016/j.jhep.2017.12.014
Kanmaniraja D, Dellacerra G, Holder J, Erlichman D, Chernyak V. Liver Imaging Reporting and Data System (LI-RADS) v2018: review of the CT/MRI diagnostic categories. Can Assoc Radiol J. 2021;72(1):142–149. https://doi.org/10.1177/0846537119888393
Fowler KJ, Tang A, Santillan C, Bhargavan-Chatfield M, Heiken J, Jha RC, et al. Interreader reliability of LI-RADS version 2014 algorithm and imaging features for diagnosis of hepatocellular carcinoma: a large international multireader study. Radiology. 2018;286(1):173–185. https://doi.org/10.1148/radiol.2017170376
Kim DH, Choi SH, Park SH, Kim KW, Byun JH, Kim SY, et al. The Liver Imaging Reporting and Data System tumor in vein category: a systematic review and meta-analysis. Eur Radiol. 2021;31(4):2497–2506. https://doi.org/10.1007/s00330-020-07282-x
European Association for the Study of the Liver. EASL clinical practice guidelines on the management of hepatocellular carcinoma. J Hepatol. 2025;82(2):315–374. https://doi.org/10.1016/j.jhep.2024.08.028
Schima W, Kopf H, Eisenhuber E. LI-RADS made easy. Rofo. 2023;195(6):486–494. https://doi.org/10.1055/a-1990-5924
Moura Cunha G, Chernyak V, Fowler KJ, Sirlin CB. Up-to-date role of CT/MRI LI-RADS in hepatocellular carcinoma. J Hepatocell Carcinoma. 2021;8:513–527. https://doi.org/10.2147/JHC.S268288
Roberts LR, Sirlin CB, Zaiem F, Almasri J, Prokop LJ, Heimbach JK, et al. Imaging for the diagnosis of hepatocellular carcinoma: a systematic review and meta-analysis. Hepatology. 2018;67(1):401–421. https://doi.org/10.2147/JHC.S268288
