Yes, HMMs can significantly contribute to personalized medicine in cancer treatment. By modeling patient-specific data, HMMs can predict individual responses to different treatments. This personalized approach ensures that patients receive the most effective therapy based on their unique genetic and molecular profile, thereby improving outcomes.