Prostatic artery embolization (PAE) is an effective treatment for benign prostatic hyperplasia (BPH). As the utility of the procedure continues to be investigated, patient selection becomes increasingly important in identifying those who may or may not respond. Radiomics, the extraction of quantitative metrics from medical imaging, has been shown to help in identifying responders for other interventions. In this study, we aimed to identify certain radiomic features that may be associated with a positive clinical response to PAE for BPH.