Patent ID: 11957478
Assignee: INSEER INC.
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A  G

Claim 18:
19. An apparatus, comprising:
a camera configured to capture a plurality of images of at least one subject, at a frame rate;
a memory operatively coupled to the camera, the memory configured to store the plurality of images; and
a processor operatively coupled to the memory, the processor configured to:
apply at least one filter to a plurality of 3D representations of a skeleton of at least one subject to generate a plurality of poses, the at least one filter being determined based on the frame rate;
determine a plurality of joint angles based on a plurality of joints of the at least one subject in the plurality of 3D representations of the skeleton;
execute a statistical model to generate statistical data based on the plurality of joint angles and the plurality of poses; and
execute a machine learning model to classify the plurality of poses of the at least one subject to at least one predetermined injury category to predict a likelihood of occurrence of at least one injury based on the plurality of poses and the statistical data.