Patent ID: 11915823
Assignee: PATHAI, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 18:
19. At least one non-transitory computer-readable storage medium storing processor-executable instructions that, when executed by at least one computer hardware processor, cause the at least one computer hardware processor to perform a method for validating performance of a trained model configured to predict at least one of a plurality of tissue and/or cellular characteristics categories from a pathology image, the method comprising:
receiving, from a plurality of users, reference annotations each describing at least one of a plurality of tissue and/or cellular characteristic categories, for one or more frames in a set of frames for one or more pathology images, wherein each frame in the set of frames includes a portion of a pathology image of the one or more pathology images;
processing, using the trained model, the set of frames to generate model predictions of annotations, each predicted annotation describing at least one of the plurality of tissue and/or cellular characteristic categories, for a processed frame of the set of frames; and
validating performance of the trained model based on determining a degree of association between the reference annotations and the model predicted annotations for the set of frames.