Aic Innovations Group, Inc.

Muhammad Anzar Abbas

Ryan Scott Bardsley

Isaac Galatzer-Levy

Li Zhang

Lei Guan

Daniel Glasner

Vidya Koesmahargyo

A method includes: obtaining, by a computer, subject response data including audio data, video data, or audio-video data of a subject's response to one or more stimuli presented to the subject over a defined time period; extracting at least one subject descriptor from the subject response data as a function of time, the at least one subject descriptor including data characterizing involuntary or voluntary action of the subject in response to the one or more stimuli; deriving, from the at least one subject descriptor, a first biomarker characterizing a behavior of the subject in response to the one or more stimuli, in which a value of the first biomarker is indicative of a severity of a disease in the subject; and outputting a disease severity level for the disease as a function of the value of the first biomarker.

Biomarker identification

A computer-implemented method includes obtaining a video of a subject, the video including a plurality of frames; generating, based on the plurality of frames, a plurality of optical flows; and encoding the plurality of optical flows using an autoencoder to obtain a movement-based biomarker value of the subject.

Biomarker determination using optical flows

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Brooklyn, NJ, United States of America

Muhammad Anzar Abbas