FOLH1 and posterior cortical atrophy: In this work, we therefore employ explainable and automated ML to non-invasively and pre-operatively predict the presence of EPE in men with primary PCa based on PSMA-PET/MRI, histological, and clinical parameters to explore its potential for explainable ML-assisted surgical guidance.