公开(公告)号：WO2022245925A1

公开(公告)日：2022-11-24

申请号：PCT/US2022/029807

申请日：2022-05-18

Applicant: PATHAI, INC.

Inventor： GLASS, Benjamin ,  CHAVALI, Surya, Teja ,  JAVED, Syed, Ashar ,  WEAVER, Shamira, Sridharan ,  RESNICK, Murray ,  WAPINSKI, Ilan ,  MONTALTO, Michael ,  BECK, Andrew, Hanno ,  KHOSLA, Aditya

IPC: G16H50/30 ,  G06K9/62 ,  G06N3/08 ,  G16H50/20

Abstract: Techniques for performing diagnostic assessments based on digital pathology data are disclosed. In one particular embodiment, the techniques may be realized as a method for performing a diagnostic assessment based on digital pathology data comprising obtaining first digital pathology data comprising intensity information, the first digital pathology data being associated with a plurality of regions of interest in a biological sample; applying first machine learning models to the first digital pathology data, the first machine learning models identifying first regions of interest among the plurality of regions of interest based on the intensity information; applying second machine learning models to the first digital pathology data, the second machine learning models identifying at least one pattern associated with at least one of the first regions of interest; generating a diagnostic assessment based on the first regions of interest and the at least one pattern.