# Systems biology informed neural networks (SBINN) predict response and novel combinations for PD-1 checkpoint blockade

> Research article (Communications Biology, 2021) · cited 21× · AI/ML

**Wikidata**: [openalex:W3178052844](https://www.wikidata.org/wiki/openalex:W3178052844)  
**Source**: https://4ort.xyz/entity/systems-biology-informed-neural-networks-sbinn-predict-response-and-novel-combinations-for-pd-1-checkpoint-blockade