Development of prognostic models for advanced multiple hepatocellular carcinoma based on Cox regression, deep learning and machine learning algorithms
Of the ML models, GBM model could predict the prognosis of advanced MHCC patients most accurately.
Authors
- Kailiang Zhao (ORCID: https://orcid.org/0000-0001-8149-1494)
- Dashuai Yang (ORCID: https://orcid.org/0009-0009-3157-3550)
- Yu Zhou (ORCID: https://orcid.org/0000-0001-8407-1137)
- Jie Shen (ORCID: https://orcid.org/0009-0003-6802-4252)
- Jun‐Peng Pei (ORCID: https://orcid.org/0000-0002-1876-3204)
- Youming Ding
Institutions
- Second Military Medical University (CN)
- Wuhan University (CN)
- Eastern Hepatobiliary Surgery Hospital (CN)
- Renmin Hospital of Wuhan University (CN)
Publication Details
- Journal
- Frontiers in Medicine
- Published
- 2024-09-27
- DOI
- https://doi.org/10.3389/fmed.2024.1452188
- Citations
- 3
- Primary Topic
- Hepatocellular Carcinoma Treatment and Prognosis
- Type
- article
- Field-Weighted Citation Impact
- 1.11
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Hubei Province
- National Key Research and Development Program of China