The ALL model showed the strongest predictive power among various models for H3 K27M mutant status (AUC = 0.969), while the best single-sequence model was the CBF-based model (AUC = 0.926), followed by the T2WI-based model (AUC = 0.915). This evidence concerns the gene CEBPZ and acute lymphoblastic leukemia.