Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
469-06-010 ISMRM Abstract

Multiregional radiomics based on MRI for predicting microvascular invasion and vessels that encapsulate tumor clusters in HCC

Primary: Body - Liver
Secondary: Analysis Methods - Radiomics
469-06-010 · Radiomics: Applications · Tuesday, 12 May, 4:55 PM–5:50 PM · Digital Posters Row J
Keywords: Radiomics Hepatocellular carcinoma Microvascular invasion Vessels encapsulating tumor clusters
Accepted
Lizhe Chen 1, Zixin Liu2, Tao Zhang2, Xiance Zhao3, Sicong Huang3,4
1Nantong University, Nantong, China
2Nantong Third People’s Hospital, Nantong, China
3Clinical and Technical Support, Philips Healthcare (Beijing), Beijing, China
4Philips Healthcare (Beijing), Beijing, China
Presenting Author: Lizhe Chen

Synopsis

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References

1. Sheng X, Ji Y, Ren GP, et al. A standardized pathological proposal for evaluating microvascular invasion of hepatocellular carcinoma: a multicenter study by LCPGC. Hepatol Int. 2020;14(6):1034-1047. doi:10.1007/s12072-020-10111-4 [doi]
2. Fang JH, Zhou HC, Zhang C, et al. A novel vascular pattern promotes metastasis of hepatocellular carcinoma in an epithelial-mesenchymal transition-independent manner. Hepatology. 2015;62(2):452-465. doi:10.1002/hep.27760 [doi]
3. 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. doi:10.1038/nrclinonc.2017.141 [doi]
4. Feng ST, Jia Y, Liao B, et al. Preoperative prediction of microvascular invasion in hepatocellular cancer: a radiomics model using Gd-EOB-DTPA-enhanced MRI. Eur Radiol . 2019;29(9):4648-4659. doi:10.1007/s00330-018-5935-8 [doi]
5. Xia TY, Zhou ZH, Meng XP, et al. Predicting Microvascular Invasion in Hepatocellular Carcinoma Using CT-based Radiomics Model. Radiology. 2023;307(4):e222729. doi:10.1148/radiol.222729 [doi]
6. Morse MA, Sun W, Kim R, et al. The Role of Angiogenesis in Hepatocellular Carcinoma. Clin Cancer Res. 2019;25(3):912-920. doi:10.1158/1078-0432. CCR-18-1254 [doi]
7. Zhu AX, Duda DG, Sahani DV, Jain RK. HCC and angiogenesis: possible targets and future directions. Nat Rev Clin Oncol. 2011;8(5):292-301. doi:10.1038/nrclinonc.2011.30 [doi]

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/469-06-010