Radiomic analysis of magnetic resonance imaging predicts brain metastases velocity and clinical outcome after upfront radiosurgery
Journal
Neuro-oncology advances
Journal Volume
2
Journal Issue
1
Date Issued
2020
Author(s)
Abstract
Brain metastasis velocity (BMV) predicts outcomes after initial distant brain failure (DBF) following upfront stereotactic radiosurgery (SRS). We developed an integrated model of clinical predictors and pre-SRS MRI-derived radiomic scores (R-scores) to identify high-BMV (BMV-H) patients upon initial identification of brain metastases (BMs).
Subjects
brain metastases velocity; distant brain failure; machine learning; neuro-oncology; radiomics
SDGs
Type
journal article