Patent ID: 11950961
Assignee: THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A  G

Claim 17:
18. The computer product of claim 10, wherein the operations further comprise:
identifying another subset of images corresponding to a different echo view of the heart using a fourth convolutional neural network, wherein each image of the other subset of images includes another set of pixel values, and wherein the different echo view is different from the particular echo view;
feeding the other sets of pixel values into a fifth convolutional neural network trained using sample echocardiograms with at least two different structures identified;
for each pixel of each image of the other subset of images, assigning another probability of the pixel being part of one of the plurality of structures using the fifth convolutional neural network;
identifying pixels in each of the images that correspond to the first structure of the heart based on a comparison of the other probabilities to the threshold; and
providing another indication of the first structure in the other subset of images.