Patent ID: 11862301
Assignee: nan
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 14:
15. A computer program stored on a non-transitory computer-readable storage medium, wherein the computer program performs steps of training a neural network constituting a dementia identification model when executed by at least one processor of a device, the steps comprising:
receiving, via a communication unit, user identification information of a test user from a test device of the test user;
obtaining receiving, via the communication unit, test result data through at least one of obtained by a first task related to Stroop test, a second task related to a computational power test, and a third task related to a memory test from the test device of the test user;
labeling the test result data and the user identification information with a target score value; and
training the dementia identification model by updating a weight of at least one node of the neural network by backpropagating, to an input layer of the neural network, a difference value between an output score value and the target score value,
wherein the output score value is predicted through the neural network by inputting the test result data and the user identification information into the dementia identification model,
wherein the target score value has a correlation with a paper score value obtained after the test user performs a Stroop test, a computational power test and a memory test through paper, and
wherein the user identification information includes the test user's age information and the test user's gender information.