AsiaIPEX is a one-stop-shop for players in the IP industry, facilitating IP trade and connection to the IP world. Whether you are a patent owner interested in selling your IP, or a manufacturer looking to buy technologies to upgrade your operation, you will find the portal a useful resource.

Back to search results

Automatic Pathology Software for Diagnosis of Non-Alcoholic Fatty Liver Disease

Technology Benefits

Automatic – Supervised machine learning to automatically learn rules for classification of white regions Multiple Applications – Can be used in quantification of steatosis grade, rapid assessment of candidate donor livers in the transplant setting, and biopsy index database search Faster – Quicker classification of biopsies More accurate – Minimizes variability observed in diagnosed made by human pathologists

Detailed Technology Description

The invention is a supervised machine learning approach for automatically classifying “white-regions” of liver biopsies into 1 of 7 categories, thus providing an important decision support system for pathologists. White-region classification can be applied in multiple analyses performed on liver biopsies, with assessment of steatosis (fat) grade (SG) perhaps being the most direct.

Application No.

Non-Confidential Summary

Country/Region

USA

For more information, please click Here