# HPE-GCN: Predicting efficacy of tonic formulae via graph convolutional networks integrating traditionally defined herbal properties

> Research article (Methods, 2022) · cited 15× · AI/ML

**Wikidata**: [openalex:W4280495093](https://www.wikidata.org/wiki/openalex:W4280495093)  
**Source**: https://4ort.xyz/entity/hpe-gcn-predicting-efficacy-of-tonic-formulae-via-graph-convolutional-networks-integrating-traditionally-defined-herbal-