# Non-invasive preoperative imaging differential diagnosis of pineal region tumor: A novel developed and validated multiparametric MRI-based clinicoradiomic model

> Research article (Radiotherapy and Oncology, 2022) · cited 17× · AI/ML

**Wikidata**: [openalex:W4205569804](https://www.wikidata.org/wiki/openalex:W4205569804)  
**Source**: https://4ort.xyz/entity/non-invasive-preoperative-imaging-differential-diagnosis-of-pineal-region-tumor-a-novel-developed-and-validated-multipar