Muhammad Anzar Abbas

Title: Innovations of Muhammad Anzar Abbas

Introduction

Muhammad Anzar Abbas is an accomplished inventor based in Brooklyn, NJ. He has made significant contributions to the field of biomarker identification and determination. With a total of two patents to his name, his work focuses on innovative methods that enhance the understanding of human behavior in response to various stimuli.

Latest Patents

One of his latest patents is titled "Biomarker Identification." This method involves obtaining subject response data, which includes audio and video data, to analyze how a subject reacts to stimuli over a defined time period. The process extracts subject descriptors that characterize both involuntary and voluntary actions. From these descriptors, a first biomarker is derived, which indicates the severity of a disease in the subject. The output provides a disease severity level based on the biomarker's value.

Another notable patent is "Biomarker Determination Using Optical Flows." This computer-implemented method captures a video of a subject and generates optical flows from the frames. These flows are then encoded using an autoencoder to produce a movement-based biomarker value, further advancing the understanding of behavioral responses.

Career Highlights

Muhammad Anzar Abbas is currently associated with Aic Innovations Group, Inc., where he continues to develop groundbreaking technologies. His work is pivotal in the realm of health diagnostics and behavioral analysis.

Collaborations

He collaborates with talented individuals such as Ryan Scott Bardsley and Isaac Galatzer-Levy, contributing to a dynamic and innovative work environment.

Conclusion

Muhammad Anzar Abbas exemplifies the spirit of innovation through his patents and contributions to biomarker research. His work not only enhances scientific understanding but also has the potential to impact health diagnostics significantly.