# Prediction of treatment response in patients with brain metastasis receiving stereotactic radiosurgery based on pre-treatment multimodal MRI radiomics and clinical risk factors: A machine learning model

> Research article (Frontiers in Oncology, 2023) · cited 24× · AI/ML

**Wikidata**: [openalex:W4324085392](https://www.wikidata.org/wiki/openalex:W4324085392)  
**Source**: https://4ort.xyz/entity/prediction-of-treatment-response-in-patients-with-brain-metastasis-receiving-stereotactic-radiosurgery-based-on-pre-trea