Assessing microvascular invasion in HBV-related hepatocellular carcinoma: an online interactive nomogram integrating inflammatory markers, radiomics, and convolutional neural networks
NLR showed a positive correlation with MRI radiomics and deep learning features. The nomogram, incorporating NLR and MRI features, accurately predicted individualized MVI risk preoperatively.
Authors
- Lingfeng Chen (ORCID: https://orcid.org/0000-0003-0089-6559)
- Shangeng Weng
- Fadian Ding (ORCID: https://orcid.org/0000-0002-9868-3094)
- Zhong Yun (ORCID: https://orcid.org/0000-0003-4123-747X)
- Xiang Zhang (ORCID: https://orcid.org/0000-0003-1003-9892)
- W. Ou
Institutions
- Fujian Medical University (CN)
- First Affiliated Hospital of Fujian Medical University (CN)
- Fujian Provincial Cancer Hospital (CN)
Publication Details
- Journal
- Frontiers in Oncology
- Published
- 2024-09-16
- DOI
- https://doi.org/10.3389/fonc.2024.1401095
- Citations
- 8
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 3.23
Funders
- Natural Science Foundation of Fujian Province