# Multimodal-based machine learning strategy for accurate and non-invasive prediction of intramedullary glioma grade and mutation status of molecular markers: a retrospective study

> Research article (BMC Medicine, 2023) · cited 32× · AI/ML

**Wikidata**: [openalex:W4378650464](https://www.wikidata.org/wiki/openalex:W4378650464)  
**Source**: https://4ort.xyz/entity/multimodal-based-machine-learning-strategy-for-accurate-and-non-invasive-prediction-of-intramedullary-glioma-grade-and-m