# Impact of image preprocessing on the scanner dependence of multi-parametric MRI radiomic features and covariate shift in multi-institutional glioblastoma datasets

> Research article (Physics in Medicine and Biology, 2019) · cited 119× · AI/ML

**Wikidata**: [openalex:W2954499387](https://www.wikidata.org/wiki/openalex:W2954499387)  
**Source**: https://4ort.xyz/entity/impact-of-image-preprocessing-on-the-scanner-dependence-of-multi-parametric-mri-radiomic-features-and-covariate-shift-in