Artificial Intelligence in Cardiovascular Medicine: Focus on Hypertension - PubMed
3 hours ago
- #precision medicine
- #hypertension
- #artificial intelligence
- Hypertension is a major global risk factor for cardiovascular disease, but blood pressure control rates are low despite available treatments.
- Current care models are limited due to episodic data, population-based approaches, and incomplete understanding of blood pressure regulation.
- AI enables integration of multimodal data and modeling of complex relationships, offering potential for predictive and personalized hypertension management.
- AI applications in hypertension include risk prediction, phenotyping, monitoring via wearables, clinical trial analysis, and precision medicine.
- Key requirements for effective AI include robust validation, interpretability, workflow integration, and equity considerations.
- Challenges include the limitations of new technologies like cuffless BP devices and ethical, regulatory, and implementation hurdles.