Company Filing History:
Years Active: 2017-2025
Title: Behnoosh Tavakoli: Innovator in Physiological Monitoring
Introduction
Behnoosh Tavakoli is a prominent inventor based in Needham, MA (US). She has made significant contributions to the field of physiological monitoring through her innovative patents. With a total of 5 patents, Tavakoli is recognized for her work that enhances the understanding of sleep needs and data quality in wearable devices.
Latest Patents
One of her latest patents is titled "Determining sleep need from physiological measurements." This invention assesses a user's sleep need by utilizing continuous physiological data from a wearable monitor. By calculating a first sleep debt metric based on user strain and a second sleep debt metric based on accumulated sleep debt, an objective metric is obtained that estimates the amount of sleep needed by the user in the next sleep period. This approach leverages multiple modes of information embedded in the physiological data, including sleep and exercise patterns over preceding days.
Another notable patent is "Applied data quality metrics for physiological measurements." In this patent, Tavakoli derives a model of data quality for physiological monitoring with a wearable device. This is achieved by comparing data from the wearable device to concurrent data from a ground truth device, such as a chest strap or electrocardiography (EKG) heart rate monitor. With this comparative data, a machine learning model can be developed to prospectively evaluate data quality based on the data acquisition context, determined by other sensor data and signals from the wearable device.
Career Highlights
Behnoosh Tavakoli is currently employed at Whoop, Inc., where she continues to innovate in the field of wearable technology. Her work focuses on improving the accuracy and reliability of physiological measurements, which has significant implications for health and wellness.
Collaborations
Tavakoli collaborates with talented individuals in her field, including Mostafa Ghannad-Rezaie and John Vincenzo Capodilupo. These collaborations enhance the development of her innovative solutions and contribute to advancements in physiological monitoring.
Conclusion
Behnoosh Tavakoli is a trailblazer in the realm of physiological monitoring, with her patents paving the way for improved health insights through wearable technology. Her contributions are vital in understanding sleep needs and ensuring data quality in physiological measurements.