Patent ID: 11948296
Assignee: AGENCY FOR SCIENCE, TECHNOLOGY AND RESEARCH
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 0:
1. A computer-implemented method of assessing fibrosis in a tissue sample using at least one processor, the method comprising:
obtaining a stained image of a stained tissue sample, the stained tissue sample being stained in relation to collagen therein;
producing a plurality of different types of collagen images based on the stained image, the plurality of different types of collagen images corresponding to a plurality of different types of collagen, respectively;
determining a plurality of different types of collagen parameters based on the plurality of different types of collagen images using a deep neural network; and
determining a degree of fibrosis in the stained tissue sample based on the plurality of different types of collagen parameters.