Current research indicates promising potential for wearables to predict migraine onset using multisensor data, such as heart rate variability (HRV) and physiological measures. A study found that chronic migraine patients exhibited reduced HRV, indicating autonomic dysfunction, which correlated with treatment outcomes. Patients with normal HRV had better results with preventive treatments, suggesting that monitoring HRV could guide migraine management strategies[5].
Additionally, a study utilized wearable sensors to track data like sleep and physiological responses, aiming to develop personal models for predicting migraine days. These models demonstrated variations in detection accuracy, highlighting the importance of personal data in forecasting migraine attacks[4]. User alert frameworks can notify individuals to prepare for potential attacks based on these predictive insights, enhancing proactive management.[3]
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