BIOMARKER DETERMINATION USING OPTICAL FLOWS

Patent №

US 11,501,441

Granted

2022-11-15

Filed 2020

Owner

AIC INNOVATIONS GROUP, INC.

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15931483

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.

Machine learningVisionAI hardwareG06N 3/088A61B 5/1101G06N 3/045G06N 3/0455G06N 3/047G06N 3/0475G06N 3/084G06N 3/09+11 more

AI classification

Vision1.00
AI hardware0.99
Machine learning0.97
Knowledge representation0.05
Evolutionary computation0.01
Natural language0.01
Planning0.00
Speech0.00

Ownership

AIC INNOVATIONS GROUP, INC.

assignment · 544960558

Assignors

ZHANG, LI, KOESMAHARGYO, VIDYA, BARDSLEY, RYAN SCOTT, ABBAS, MUHAMMAD ANZAR, GUAN, LEI, GALATZER-LEVY, ISAAC

On an employer assignment, the assignors are typically the inventors.

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