Edge Impulse, a company specializing in on-device machine learning and artificial intelligence, has developed a small and accurate heart rate measurement algorithm. It uses light-based sensors to provide precise heart rate and heart rate variability values, as well as diagnose atrial fibrillation, detect falls, monitor sleep, gauge stress, and recognize changes in activity levels. This algorithm reduces the need for costly research and development and offers scalability for extensive testing.
Revolutionizing Wearable Tech: Edge Impulse’s Ultra-Efficient Heart Rate Algorithm & Expanding Healthcare Suite
Machine learning is a technology that is being used in many areas of our lives, including medicine. It is revolutionizing healthcare procedures and improving patient care and medical research. Edge Impulse, a company specializing in on-device machine learning and artificial intelligence, has recently launched a groundbreaking heart rate measurement algorithm. This algorithm is not only the smallest in the market but also much more precise, requiring only one-sixteenth of the memory compared to its competitors.
The algorithm acts as a health detective for our bodies, analyzing changes in heart rate and intervals between beats to maintain the balance of our autonomic nervous system. By using a simple sensor that measures light passing through our skin, it provides accurate heart rate and heart rate variability values. This sensor can be found in wearables like fitness bands and smartwatches. The algorithm can also utilize electrocardiogram (ECG) sensors for even more advanced capabilities.
In addition to heart rate measurement, Edge Impulse’s algorithms can measure body temperature, monitor movement, track posture, and analyze brain activity data. The company has also developed data dashboards for real-time monitoring and a research data lake for clinical data, further improving the accuracy and effectiveness of these algorithms.
By using Edge Impulse’s solutions, companies can significantly reduce the time and money required for research and development of unique algorithms. The algorithms provided by Edge Impulse for heart rate and heart rate variability measurements are already advanced, eliminating the need for complex algorithm refinement processes.
Furthermore, Edge Impulse offers a scalable infrastructure for centralized and decentralized clinical investigations, accommodating small and large subject groups. This scalability ensures diverse datasets and reduces biases in the models used.
If you want to evolve your company with AI and stay competitive, consider using Edge Impulse’s Ultra-Efficient Heart Rate Algorithm and Expanding Healthcare Suite. AI can redefine your way of work by automating customer interactions, identifying automation opportunities, defining measurable impacts on business outcomes, selecting customizable AI tools, and implementing AI gradually.
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