Patent ID: 11948298
Assignee: TRIAGE TECHNOLOGIES INC.
Field: Medical technology (Instruments)
Classification: CPC G  A | IPC A  G

Claim 13:
14. A method for determining medical conditions from images uploaded to a medical condition classification application that are processed within the medical condition classification application or uploaded to a server, the method comprising:
storing one or more datasets of medical condition images, wherein the medical condition images are associated with one or more medical conditions as determined by human experts;
training a visual classifier model with the one or more datasets of the medical condition images;
receiving, via a user interface of the medical 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 medical condition classes;
determining a set of predictions for the medical 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;
displaying exemplar medical disease images of the set of predictions or medical disease that are similar to the uploaded images, wherein the one or more datasets of validated images of medical conditions is generated by;
generating a queue of images to be presented to the human experts, presenting a second image to a predetermined number of the human experts via the user interface, receiving and storing labels and corresponding probabilities for the second image from human experts, and combining reviews made by the human experts;
removing the second image from the queue; and
storing the labels and corresponding probabilities with the second image.