# Novel Computed-Tomography-Based Transformer Models for the Noninvasive Prediction of PD-1 in Pre-Operative Settings

> Research article (Cancers, 2023) · cited 10× · AI/ML

**Wikidata**: [openalex:W4317738246](https://www.wikidata.org/wiki/openalex:W4317738246)  
**Source**: https://4ort.xyz/entity/novel-computed-tomography-based-transformer-models-for-the-noninvasive-prediction-of-pd-1-in-pre-operative-settings