Seizure detection algorithms leverage machine learning and signal processing techniques to analyze EEG data for identifying and predicting epileptic seizures, enhancing timely intervention and patient care. These algorithms are crucial in developing wearable devices and improving the accuracy and efficiency of seizure monitoring systems.