While an EEG can indicate abnormal brain activity that might suggest the presence of a brain tumor, it is not a definitive diagnostic tool for detecting brain tumors. Imaging techniques like MRI or CT scans are more reliable for diagnosing brain tumors. However, an EEG can provide valuable supplementary information, especially regarding the functional impact of a tumor on brain activity.