# Self-supervised contrastive learning using CT images for PD-1/PD-L1 expression prediction in hepatocellular carcinoma

> Research article (Frontiers in Oncology, 2023) · cited 17× · AI/ML

**Wikidata**: [openalex:W4323045772](https://www.wikidata.org/wiki/openalex:W4323045772)  
**Source**: https://4ort.xyz/entity/self-supervised-contrastive-learning-using-ct-images-for-pd-1-pd-l1-expression-prediction-in-hepatocellular-carcinoma