# Deep learning based on preoperative magnetic resonance (MR) images improves the predictive power of survival models in primary spinal cord astrocytomas

> Research article (Neuro-Oncology, 2022) · cited 14× · AI/ML

**Wikidata**: [openalex:W4312113281](https://www.wikidata.org/wiki/openalex:W4312113281)  
**Source**: https://4ort.xyz/entity/deep-learning-based-on-preoperative-magnetic-resonance-mr-images-improves-the-predictive-power-of-survival-models-in-pri