Map18

This study introduces an artificial neural network (ANN) trained to detect focal cortical dysplasias (FCDs), using the Morphometric Analysis Program (v2018; MAP18) for T1-weighted images. The ANN achieved high sensitivity and specificity across both training and independent validation datasets, demonstrating robust generalizability. This tool offers a clinically practical solution for improving presurgical evaluations in drug-resistant focal epilepsy.