Patent ID: 11941813
Assignee: NANTCELL, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 12:
13. A computer-implemented method of training the segmentation model of claim 1, the method comprising:
receiving training data for the segmentation model, the received training data having a training data size;
selecting a patch size, where the selected patch size is smaller than the training data size;
selecting two random integers;
cropping a training patch from the training data, the training patch having an origin according to the selected two random integers;
training the segmentation model using the cropped training patch to adjust the deep learning parameters within the segmentation model; and
repeating the selection of two random integers, cropping of a training patch, and training of the segmentation model to train the model with a plurality of randomly selected cropped training patches, where each randomly selected cropped training patch is cropped from the training data using an origin based on different random integers.