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Prediction model of ocular metastasis from primary liver cancer: Machine learning‐based development and interpretation study
- Source :
- Cancer Medicine, Vol 12, Iss 20, Pp 20482-20496 (2023)
- Publication Year :
- 2023
- Publisher :
- Wiley, 2023.
-
Abstract
- Abstract Background Ocular metastasis (OM) is a rare metastatic site of primary liver cancer (PLC). The purpose of this study was to establish a clinical predictive model of OM in PLC patients based on machine learning (ML). Methods We retrospectively collected the clinical data of 1540 PLC patients and divided it into a training set and an internal test set in a 7:3 proportion. PLC patients were divided into OM and non‐ocular metastasis (NOM) groups, and univariate logistic regression analysis was performed between the two groups. The variables with univariate logistic analysis p
Details
- Language :
- English
- ISSN :
- 20457634
- Volume :
- 12
- Issue :
- 20
- Database :
- Directory of Open Access Journals
- Journal :
- Cancer Medicine
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.fccc9b65aaee4205b013568bcf80097e
- Document Type :
- article
- Full Text :
- https://doi.org/10.1002/cam4.6540