# Improving generalization of machine learning-identified biomarkers using causal modelling with examples from immune receptor diagnostics

> Research article (Nature Machine Intelligence, 2024) · cited 16× · AI/ML

**Wikidata**: [openalex:W4391166916](https://www.wikidata.org/wiki/openalex:W4391166916)  
**Source**: https://4ort.xyz/entity/improving-generalization-of-machine-learning-identified-biomarkers-using-causal-modelling-with-examples-from-immune-rece