In the age of digital health, the paramount concern revolves around ensuring the privacy and security of user data in face-scanning technologies that works with remote photoplethysmography (rPPG).
Explore how Shen.AI addresses this challenge by processing data locally, guaranteeing real-time measurements without compromising data security.
Ensuring Data Integrity and Security in Remote Photoplethysmography (rPPG) Apps
The primary concern in the development of rPPG apps revolves around safeguarding the privacy and security of user data. As face-scanning technologies play a crucial role in measuring vital functions, app creators handle sensitive user data, including biometrical and health information such as blood pressure, pulse, and heart rate variability (HRV).
Shen.AI addresses this concern by processing all data locally on the edge, ensuring that all data required for computations are neither stored on a user device nor sent to the cloud for external processing. This offline functionality not only enhances user privacy but also ensures the immediate availability of measurements without compromising data security.
The Solid Core: Shen.AI’s Pioneering Approach to rPPG Technology
Shen.AI’s innovative approach to rPPG technology is built upon proprietary deep learning AI models, trained on an extensive dataset of over 5 million heartbeats from 50,000 recordings. This robust dataset, meticulously collected by Shen.AI, ensures the high accuracy and reliability of blood pressure estimation through advanced AI algorithms.
Certified Precision: Road to Clinical Validation of Shen.AI
To obtain the status of a medical device, Shen.AI’s technology has undergone rigorous preclinical and clinical validation studies. These studies focus on certifying the precision and accuracy of crucial measurements such as heart rate, heart rate variability, and breathing rate. Shen.AI’s health risk calculations are based on established models, including the renowned Framingham Heart Study.
Advancing Vital Signs Measurement Across Platforms with Shen.AI
The release of Shen.AI SDK 2.1 marks a significant leap in performance and compatibility. With features like Web on Mobile, universal browser compatibility, and remarkable performance improvement, this SDK promises advancement. Shen.AI envisions transforming devices and advancing possibilities with this release.
As we conclude this exploration into the realm of remote photoplethysmography (rPPG) technology and Shen.AI’s groundbreaking contributions, one theme resonates prominently: the paramount importance of data security. In the intricate landscape of digital health, Shen.AI’s commitment to guarding user privacy through local data processing stands out as a testament to its dedication to both innovation and security.