Ryan Berns

Title: Ryan Berns - Innovator in Health Outcome Prediction

Introduction

Ryan Berns is an accomplished inventor based in Hartford, CT (US). He has made significant contributions to the field of health technology through his innovative patent. His work focuses on utilizing wearable devices to predict health outcomes, showcasing the intersection of technology and healthcare.

Latest Patents

Ryan Berns holds a patent for "Systems and methods for predicting health outcomes." This patent describes a system and method that predict short-term health outcomes based on data collected by wearable devices, such as activity trackers or smartwatches. The invention employs Artificial Intelligence (AI) algorithms to process an input vector that includes monitored parameter data from the wearable device and embedding data from health records associated with the user. A framework is established that utilizes a random forest model to classify users based on the collected data. Depending on the classification, a health index value is assigned, which can influence various operations for the user.

Career Highlights

Ryan is currently employed at Aetna Inc., where he continues to develop innovative solutions in health technology. His work is pivotal in enhancing the accuracy of health predictions, ultimately aiming to improve patient outcomes.

Collaborations

Ryan collaborates with talented individuals such as Naiqian Zhi and Sarah Wohlman, contributing to a dynamic team focused on advancing health technology.

Conclusion

Ryan Berns is a notable inventor whose work in predicting health outcomes through wearable technology exemplifies the potential of innovation in healthcare. His contributions are paving the way for improved health management solutions.