公开(公告)号：WO2021125744A1

公开(公告)日：2021-06-24

申请号：PCT/KR2020/018348

申请日：2020-12-15

Applicant: LUNIT INC.

Inventor： LEE, Jeong Hoon

IPC: G16B40/20 ,  G16B20/00 ,  G16B50/00 ,  G16H70/60 ,  G16B50/10 ,  G16H10/40 ,  G16H30/20 ,  G16H30/40 ,  G16H50/70

Abstract: An operation method of a computing device operated by at least one processor is provided. The operation method includes receiving pathomics data samples analyzed from slide images of patients and gene samples of the patients, selecting one or more genes from the gene samples, and based on one-to-one correlation values between the one or more genes and a plurality of individual pathomics data representing the pathomics data samples, extracting connectivity between the plurality of the individual pathomics data and the one or more genes.

公开(公告)号：EP4379739A1

公开(公告)日：2024-06-05

申请号：EP22849678.2

申请日：2022-05-06

Applicant: Lunit Inc.

Inventor： AHN, Jong Seok ,  LEE, Jeong Hoon

IPC: G16H50/50 ,  G16H50/70 ,  G16H10/60 ,  G16H30/40 ,  G16H30/20 ,  G06N20/00

CPC classification number: G16H50/20 ,  G16H30/40 ,  G16H50/70 ,  G16H50/30

Abstract: Provided is a method, performed by at least one computing apparatus, of generating an interpretable prediction result for a patient. The method includes receiving medical image data of a subject patient, receiving additional medical data of the subject patient, and generating information about a prediction result for the subject patient, based on the medical image data of the subject patient and the additional medical data of the subject patient, by using a machine learning prediction model.

公开(公告)号：EP4152343A1

公开(公告)日：2023-03-22

申请号：EP21803570.7

申请日：2021-05-13

Applicant: Lunit Inc.

Inventor： YOO, Donggeun ,  LEE, Jeong Hoon ,  PAENG, Kyunghyun

IPC: G16H50/20 ,  G16H50/30 ,  G16H50/50 ,  G06N20/00

Abstract: A method for generating a medical prediction related to a biomarker from medical data is provided, which includes obtaining medical data associated with a patient, determining a region of interest in the medical data, extracting one or more features associated with the medical data based on the region of interest, and generating a medical prediction for the patient based on the extracted one or more features.

公开(公告)号：EP3998586A1

公开(公告)日：2022-05-18

申请号：EP21207007.2

申请日：2021-11-08

Applicant: Lunit Inc.

Inventor： LEE, Jeong Hoon

IPC: G06V20/69 ,  G06V10/82 ,  G06V10/74 ,  G06K9/62

Abstract: A method for predicting responsiveness to therapy for cancer patient is provided, which includes acquiring a pathology slide image of a cancer patient, determining information on a plurality of lymphocytes and information on a plurality of tumor cells included in the pathology slide image, calculating a lymphocyte and tumor cell interaction score based on the information on the plurality of lymphocytes and the information on the plurality of tumor cells, and predicting responsiveness to therapy for the cancer patient by using the interaction score.