# Machine learning-based personalized subthalamic biomarkers predict ON-OFF levodopa states in Parkinson patients

> Research article (Journal of Neural Engineering, 2021) · cited 12× · AI/ML

**Wikidata**: [openalex:W3157245969](https://www.wikidata.org/wiki/openalex:W3157245969)  
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