Patent ID: 11918382
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A  G

Claim 0:
1. A system, comprising:
a memory storing computer-executable components; and
a processor that executes the computer-executable components stored in the memory, the computer-executable components comprising:
a diagnostic component that:
trains, using training data comprising images of respective physical characteristics of entities, a neural network to determine health conditions of eyes of the entities;
monitors, in real-time using respective sensors of different devices, while an entity performs activities on the different devices, physical characteristics of the entity associated with determining possible health conditions of an eye of the entity, wherein the activities are unrelated to determining the possible health conditions of the eye, and wherein the monitoring occurs in a background of the different devices without interrupting the entity from performing the activities, and wherein the physical characteristics of the entity comprise respective viewing angles of the entity associated with sizes of images displayed on the different devices;
determines, using the neural network, a health condition of the eye of the entity from the possible health conditions based on the physical characteristics;
receives, from the entity, feedback regarding an accuracy of the determined health condition of the eye of the entity; and
retrains the neural network based on the feedback.