Preoperative prediction of hepatocellular carcinoma microvascular invasion based on magnetic resonance imaging feature extraction artificial neural network
Analysis of variable correlations regarding MVI in tumors with diameters < 3 cm should prioritize tumor sphericity. The ANN model demonstrated strong predictive MVI for patients with HCC (AUC = 0.79).
Authors
- Fanhua Meng
- Zhongyue Huang (ORCID: https://orcid.org/0000-0002-7928-5568)
- Xinye Qian (ORCID: https://orcid.org/0000-0003-1832-177X)
- Jingyi Xu
- Yufan Yang (ORCID: https://orcid.org/0000-0002-5042-9564)
Institutions
- Fudan University (CN)
- Beijing Tsinghua Chang Gung Hospital (CN)
- Huashan Hospital (CN)
- Tsinghua University (CN)
Publication Details
- Journal
- World Journal of Gastrointestinal Surgery
- Published
- 2024-08-16
- DOI
- https://doi.org/10.4240/wjgs.v16.i8.2546
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00