# Predicting IDH subtype of grade 4 astrocytoma and glioblastoma from tumor radiomic patterns extracted from multiparametric magnetic resonance images using a machine learning approach

> Research article (Frontiers in Oncology, 2022) · cited 19× · AI/ML

**Wikidata**: [openalex:W4298147004](https://www.wikidata.org/wiki/openalex:W4298147004)  
**Source**: https://4ort.xyz/entity/predicting-idh-subtype-of-grade-4-astrocytoma-and-glioblastoma-from-tumor-radiomic-patterns-extracted-from-multiparametr