Patent ID: 11950959
Assignee: KONINKLIJKE PHILIPS N.V.
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A  G

Claim 20:
21. A method of developing and deploying a system for live ultrasound imaging according to claim 13, the method further comprising training a neural network model to generate the predicted setting and storing the trained neural network model as processor-executable instructions in a computer-readable medium of the system, wherein the training comprises:
extracting a plurality of user preferred settings from system logs of at least one ultrasound imaging system;
generating sets of training data, each set including at least one user preferred setting from the plurality of user preferred settings and a user identification parameter associated with the at least one user preferred setting;
conducting training of the neural network model using a first subset of the training data; and
validating performance of the trained neural network model using a second subset of the training data.