New progress in wearable blood pressure monitoring is enabled by flexible electronics and machine learning.


Summary: Researchers at Nanjing University have reviewed the progress in wearable cuffless blood pressure monitoring, highlighting how advancements in flexible electronics and machine learning are enabling more continuous and comfortable health monitoring. However, despite significant breakthroughs, further development is needed before these technologies can be widely adopted in clinical settings.

Key Takeaways:

  1. Flexible Electronics and AI Integration: Recent progress in wearable cuffless blood pressure monitoring has been driven by the integration of flexible electronics and machine learning.
  2. Advantages Over Traditional Methods: Unlike traditional cuff-based blood pressure monitors, wearable cuffless devices offer continuous monitoring without discomfort, making them a promising tool for hypertension prevention and cardiovascular disease management.
  3. Need for Further Development: Despite advancements, wearable cuffless blood pressure monitoring technology still faces challenges that need to be addressed before it can be widely used in clinical practice, researchers say.

Cardiovascular disease is the leading cause of death worldwide. Hypertension, as one of the predisposing factors of cardiovascular disease, is an important reason for the high incidence of cardiovascular disease. Actively preventing hypertension can greatly reduce the risk of cardiovascular disease.

At present, blood pressure monitoring is usually carried out using cuff sphygmomanometers in clinical practice. Inflation and deflation of the cuff during the measurement process may cause discomfort to patients. In addition, cuff-based blood pressure measurement is limited to providing intermittent measurement under static conditions, and real-time dynamic changes in blood pressure cannot be monitored and recorded. 

Therefore, wearable cuffless blood pressure monitoring contributes to continuous and comfortable blood pressure monitoring, playing a crucial role in the prevention and screening of hypertension and cardiovascular diseases.

The Latest in the Tech

In a review published in the journal Wearable Electronics, a team of researchers from the Collaborative Innovation Center of Advanced Microstructures at Nanjing University looked at the progress of wearable cuffless blood pressure monitoring.

The authors focused on each aspect of realizing wearable cuffless blood pressure monitoring from a full-process perspective and reviewed theoretical foundations, recent advances in wearable sensors facilitated by flexible electronics, and back-end signal processing of wearable cuffless blood pressure monitoring.

“The advancement of flexible electronics empowers health monitoring devices with enhanced portability, skin-friendliness, and wearing comfort, facilitating more efficient real-time wearable monitoring,” says senior and co-corresponding author Lijia Pan, PhD, in a release. “Typically, wearable cuffless blood pressure monitoring integrates sensors, signal processing, and algorithms into a unified system for blood pressure estimation.”

Flexible electrodes, as well as flexible mechanical, optical, and ultrasonic sensors, offer a broad range of options for the sensors of wearable cuffless blood pressure monitoring. Concurrently, with the continuous development of machine learning, more accurate blood pressure estimation models can be constructed with the help of artificial neural network. The combination of textile triboelectric sensor, flexible strain sensor array, and graphene electronic tattoo with machine learning ensures the usability of wearable cuffless blood pressure monitoring in personalized medicine, which further improves the scope of the application of flexible electronics in wearable cuffless blood pressure monitoring.

“At the level of flexible sensors and systems, research on wearable cuffless blood pressure monitoring has achieved significant breakthroughs. However, further advancements are required to overcome its limitations before clinical applications can be realized,” concludes co-corresponding author Yi Shi in a release.

Photo caption: Links to achieve wearable cuffless blood pressure monitoring via flexible sensors

Photo credit: Wearable Electronics