公开(公告)号：US20240062372A1

公开(公告)日：2024-02-22

申请号：US18451507

申请日：2023-08-17

Applicant: PAIGE.AI, INC.

Inventor： Jillian SUE ,  Marc GOLDFINGER ,  Brandon ROTHROCK ,  Matthew LEE

IPC: G06T7/00 ,  G06T5/50 ,  G06V10/46 ,  G16H30/20 ,  G16H30/40

CPC classification number: G06T7/0012 ,  G06T5/50 ,  G06V10/462 ,  G16H30/20 ,  G16H30/40 ,  G06T2207/20221 ,  G06T2207/30024 ,  G06T2207/30068

Abstract: Systems and methods are described herein for processing electronic medical images to predict a biomarker's presence, including receiving one or more digital medical images, the one or more digital medical images being of at least one pathology specimen associated with a patient. A machine learning system may determine a biomarker expression level prediction for the one or more digital medical images. The biomarker expression level prediction may be based on a determined transcriptomic score and protein expression score for the one or more digital medical images. A slide overlay indicating a region of tissue on the one or more digital medical images that is most likely to contribute to the slide level biomarker expression prediction may be generated.