Optimal 10-mm window: Integrating peri-ablation radiomics with preoperative features to predict early hepatocellular carcinoma recurrence after thermal ablation

doi:10.3748/wjg.120562

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World Journal of Gastroenterology

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1007-9327

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Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA

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Copyright: ©Author(s) 2026. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial (CC BY-NC 4.0) license. No commercial re-use. See permissions. Published by Baishideng Publishing Group Inc.

World J Gastroenterol. Nov 21, 2026; 32(43): 120562
Published online Nov 21, 2026. doi: 10.3748/wjg.120562

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Figure 9 Feature selection and visualization of radiomics showed the “pre-operative + peri-necrotic 10-mm” model’s interpretation. A: The importance ranking of the 15 factors based on the support vector machine classifier; B: SHapley Additive exPlanations values showed the model interpretation, the red part represented the higher values. SHAP: SHapley Additive exPlanations.

Citation: Liu T, Wu C, Dong TT, Jia YY, Zhu YY, Wei CM, Duan Y, Li YX, Nie F. Optimal 10-mm window: Integrating peri-ablation radiomics with preoperative features to predict early hepatocellular carcinoma recurrence after thermal ablation. World J Gastroenterol 2026; 32(43): 120562
URL: https://www.wjgnet.com/1007-9327/full/v32/i43/120562.htm
DOI: https://dx.doi.org/10.3748/wjg.120562

Liu T, Wu C, Dong TT, Jia YY, Zhu YY, Wei CM, Duan Y, Li YX, Nie F. Optimal 10-mm window: Integrating peri-ablation radiomics with preoperative features to predict early hepatocellular carcinoma recurrence after thermal ablation. World J Gastroenterol 2026; 32(43): 120562 [DOI: 10.3748/wjg.120562]

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