Alex T Mariakakis

Title: The Innovations of Alex T Mariakakis

Introduction

Alex T Mariakakis is an accomplished inventor based in Seattle, WA. He has made significant contributions to the field of technology, particularly in the area of digital health. With a total of two patents to his name, Mariakakis is recognized for his innovative approaches to utilizing machine learning in practical applications.

Latest Patents

One of Mariakakis's latest patents is the Smartphone-based digital pupillometer. This invention employs machine learning techniques to enable visible light pupilometry. In this system, a smartphone is utilized to create a visible light video recording of a pupillary light reflex (PLR). A machine learning model detects the size of the pupil in the video recording over time, presenting this data to clinicians. The system includes a smartphone and a box that maintains a predetermined relationship to a subject's face. Additionally, the invention may utilize a sequential convolutional neural network architecture or a fully convolutional neural network architecture.

Career Highlights

Mariakakis is affiliated with the University of Washington, where he continues to advance his research and development efforts. His work focuses on integrating technology with healthcare solutions, aiming to improve diagnostic processes and patient outcomes.

Collaborations

Some of his notable coworkers include Lynn B McGrath and Anthony Law. Their collaborative efforts contribute to the innovative environment at the University of Washington.

Conclusion

Alex T Mariakakis exemplifies the spirit of innovation through his work in digital health technology. His contributions, particularly in the development of the Smartphone-based digital pupillometer, highlight the potential of machine learning in enhancing medical diagnostics.