公开(公告)号：US20220036558A1

公开(公告)日：2022-02-03

申请号：US17502260

申请日：2021-10-15

Applicant: LUNIT INC.

Inventor： Jae Hong AUM ,  Chanyoung OCK ,  Donggeun YOO

IPC: G06T7/00 ,  G06T7/11 ,  G16H30/20 ,  G16H50/30 ,  A61B5/00

Abstract: The present disclosure relates to a method for predicting biomarker expression from a medical image. The method for predicting biomarker expression includes receiving a medical image, and outputting indices of biomarker expression for the at least one lesion included in the medical image by using a first machine learning model.

公开(公告)号：US20220036971A1

公开(公告)日：2022-02-03

申请号：US17502339

申请日：2021-10-15

Applicant: LUNIT INC.

Inventor： Donggeun YOO ,  Chanyoung OCK ,  Kyunghyun PAENG

IPC: G16B20/00 ,  G06N3/02

Abstract: The present disclosure relates to a method, performed by at least one computing device, for predicting a response to an immune checkpoint inhibitor. The method includes receiving a first pathology slide image, detecting one or more target items in the first pathology slide image, determining at least one of an immune phenotype of at least some regions in the first pathology slide image or information associated with the immune phenotype based on the detection result for the one or more target items, and generating a prediction result as to whether or not a patient associated with the first pathology slide image responds to the immune checkpoint inhibitor, based on the immune phenotype of the at least some regions in the first pathology slide image or the information associated with the immune phenotype.

公开(公告)号：US20250022135A1

公开(公告)日：2025-01-16

申请号：US18897420

申请日：2024-09-26

Applicant: LUNIT INC.

Inventor： Jae Hong AUM ,  Chanyoung OCK ,  Donggeun YOO

IPC: G06T7/00 ,  A61B5/00 ,  G06T7/11 ,  G16H30/20 ,  G16H50/30

Abstract: The present disclosure relates to a method for predicting biomarker expression from a medical image. The method for predicting biomarker expression includes receiving a medical image, and outputting indices of biomarker expression for the at least one lesion included in the medical image by using a first machine learning model.

公开(公告)号：US20230420072A1

公开(公告)日：2023-12-28

申请号：US18463962

申请日：2023-09-08

Applicant: LUNIT INC.

Inventor： Donggeun YOO ,  Chanyoung OCK ,  Kyunghyun PAENG

IPC: G16B20/00 ,  G06N3/02

CPC classification number: G16B20/00 ,  G06N3/02

Abstract: The present disclosure relates to a method, performed by at least one computing device, for predicting a response to an immune checkpoint inhibitor. The method includes receiving a first pathology slide image, detecting one or more target items in the first pathology slide image, determining at least one of an immune phenotype of at least some regions in the first pathology slide image or information associated with the immune phenotype based on the detection result for the one or more target items, and generating a prediction result as to whether or not a patient associated with the first pathology slide image responds to the immune checkpoint inhibitor, based on the immune phenotype of the at least some regions in the first pathology slide image or the information associated with the immune phenotype.

公开(公告)号：US20230419492A1

公开(公告)日：2023-12-28

申请号：US18463912

申请日：2023-09-08

Applicant: LUNIT INC.

Inventor： Donggeun YOO ,  Chanyoung OCK ,  Kyunghyun PAENG

IPC: G06T7/00 ,  G16B20/00 ,  G06N3/02

CPC classification number: G06T7/0012 ,  G16B20/00 ,  G06N3/02

Abstract: The present disclosure relates to a method, performed by at least one computing device, for providing information associated with immune phenotype for pathology slide image. The method may include obtaining information associated with immune phenotype for one or more regions of interest (ROIs) in a pathology slide image, generating, based on the information associated with the immune phenotype for one or more ROIs, an image indicative of the information associated with the immune phenotype, and outputting the image indicative of the information associated with immune phenotype.