Adaptive therapies utilize real-time data and predictive models to guide treatment decisions. This approach often involves regular monitoring of biomarkers, patient symptoms, and other relevant metrics. Algorithms and computational models play a critical role in analyzing this data to suggest optimal treatment adjustments. This can include changes in medication dosage, switching drugs, or incorporating additional therapeutic modalities.