Advances in principles and technologies of non-mechanical blood pressure monitoring
Abstract
Abstract Intelligent blood pressure monitoring is transforming hypertension management. In this review, we introduce a novel classification based on measurement principles, categorizing devices into mechanical and non-mechanical methods. We offer fresh insights into the non-mechanical pipeline: advanced sensors, data preprocessing, modeling algorithms, and calibration strategies. We analyze clinical validation standards and limitations, highlighting the pressing need for updated frameworks tailored to next-generation cuffless systems blood pressure, non-mechanical monitoring, deep learning .
Fields of Study & Subjects
Non-Invasive Vital Sign Monitoring
Advanced Sensor and Energy Harvesting Materials
Blood Pressure and Hypertension Studies
Publication details
- Journal / source
- npj Cardiovascular Health
- Publisher
- Springer Science and Business Media LLC
- Volume
- 3
- Issue
- 1
- Publication date
- 27 February 2026
- Language
- EN