Patent ID: 11972558
Assignee: TRIAGE TECHNOLOGIES INC.
Field: Medical technology (Instruments)
Classification: CPC G  A | IPC A  G

Claim 10:
11. A non-transient computer-readable storage medium having instructions embodied thereon, the instructions being executable by one or more processors to perform a method for determining skin conditions from images uploaded to a skin condition classification application that are processed within the skin condition classification application or uploaded to a server, the method comprising:
generating one or more datasets of skin condition images by:
probabilistic labeling each skin condition by associating one or more candidate skin conditions and corresponding probabilities that the skin condition image contains the one or more candidate skin conditions as determined by a plurality of human experts, wherein at least one skin condition image is associated with a plurality of candidate skin conditions and corresponding probabilities;

storing the one or more datasets of skin condition images and associated one or more candidate skin conditions and corresponding probabilities;
training a visual classifier model with the one or more datasets of the skin condition images;
receiving, via a user interface of the skin condition classification application, one or more uploaded images;
passing the uploaded images through a visual classifier model to determine a context of the uploaded images;
generating an output of the visual classifier model representing predicted probabilities that the uploaded images exhibits one or more skin condition classes;
determining a set of predictions for the skin condition classes;
displaying the set of predictions that the uploaded images exhibit on a computer display via the user interface;
displaying information about the set of predictions; and
displaying exemplar skin disease images of the set of predictions or skin disease that are similar to the uploaded images.