Diagnosis of NE involves a combination of clinical assessment and various diagnostic tools. This includes a thorough neurological examination, imaging studies like MRI or cranial ultrasound, and sometimes electroencephalography (EEG). Blood tests may also be conducted to identify any underlying metabolic or infectious causes.