Company Filing History:
Years Active: 2017-2025
Title: Mostafa Ghannad-Rezaie: Innovator in Physiological Monitoring
Introduction
Mostafa Ghannad-Rezaie is a notable inventor based in Malden, MA (US). He has made significant contributions to the field of physiological monitoring, particularly through his innovative patents. With a total of 5 patents, he has focused on enhancing the understanding of sleep needs and data quality in wearable devices.
Latest Patents
One of his 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 two sleep debt metrics—one based on user strain and the other on accumulated sleep debt—an objective estimate of the amount of sleep needed by the user in the next sleep period can be obtained. This method leverages various modes of information embedded in the physiological data, including sleep and exercise patterns over preceding days.
Another significant patent is "Applied data quality metrics for physiological measurements." This patent derives a model of data quality for physiological monitoring by comparing data from a wearable device to concurrent data from a ground truth device, such as a chest strap or electrocardiography (EKG) heart rate monitor. This comparative analysis allows for the development of a machine learning model that can prospectively evaluate data quality based on the context of data acquisition.
Career Highlights
Mostafa Ghannad-Rezaie is currently employed at Whoop, Inc., a company known for its focus on health and fitness technology. His work at Whoop has allowed him to apply his innovative ideas in real-world applications, contributing to advancements in wearable technology.
Collaborations
He has collaborated with notable coworkers, including Behnoosh Tavakoli and John Vincenzo Capodilupo. These collaborations have further enriched his work and contributed to the development of cutting-edge technologies in the field.
Conclusion
Mostafa Ghannad-Rezaie is a distinguished inventor whose work in physiological monitoring has the potential to significantly impact how we understand sleep and data quality in wearable devices. His innovative patents reflect a commitment to advancing technology for better health outcomes.