Brain MRI findings of SIH before EDBP, midbrain-pons angle was wider in SIH patients with symptom recurrence than those without (55.5 ± 7.8° versus 48.3 ± 11.8°, p = 0.021). In volumetric analysis of brain MRI comparing before and after EDBP, the difference between the two groups was confirmed in intracranial cerebrospinal fluid (CSF) volume (-11.6 ± 15.3 mL versus +4.8 ± 17.1 mL, p = 0.001) and ventricular volume (+1.0 ± 2.0 mL versus +2.0 ± 2.5 mL, p = 0.007). Random forest classifier showed the model constructed with brain structure volume changes after EDBP had a higher accuracy to discriminate SIH patients with symptom recurrence (area of under the receiver operating characteristic curve (AUC) = 0.80) than those without (AUC = 0.52).