公开(公告)号：US20240071621A1

公开(公告)日：2024-02-29

申请号：US18270895

申请日：2022-02-09

Applicant: Lunit Inc.

Inventor： Ki Hwan KIM ,  Hyeonseob NAM

IPC: G16H50/30 ,  G06T7/00 ,  G16H30/40 ,  G16H50/20

CPC classification number: G16H50/30 ,  G06T7/0012 ,  G16H30/40 ,  G16H50/20 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/30068 ,  G06T2207/30096

Abstract: A method for predicting a risk of occurrence of a lesion is provided, which is performed by one or more processors and includes acquiring a medical image of a subject, using a machine learning model, predicting a possibility of occurrence of a lesion of the subject from acquired medical image, and outputting a prediction result, in which the machine learning model may be a model trained with a plurality of training medical images and a risk of occurrence of the lesion associated with each training medical image.

公开(公告)号：US20210073990A1

公开(公告)日：2021-03-11

申请号：US17073065

申请日：2020-10-16

Applicant: Lunit Inc.

Inventor： Nayoung JEONG ,  Ki Hwan KIM ,  Minhong JANG

IPC: G06T7/00 ,  G16H30/40 ,  G06N3/08 ,  G16H30/20 ,  G06N3/04 ,  G06N20/00

Abstract: Provided are a computerized image interpretation method and a device for analyzing a medical image. The image interpretation method may include receiving, at a processor, a medical image, and receiving report information including a healthcare worker's judgement result of the medical image. The method may also include generating, at the processor, result information representing correspondence between first lesion information, which is related to a lesion in the medical image acquired on the basis of the medical image, and second lesion information, which is related to a lesion in the medical image acquired on the basis of the report information, by applying the first lesion information and the second lesion information to a third analysis model. The method may further include outputting, at the processor, the result information.

公开(公告)号：US20250124577A1

公开(公告)日：2025-04-17

申请号：US18986988

申请日：2024-12-19

Applicant: Lunit Inc.

Inventor： Nayoung JEONG ,  Ki Hwan KIM ,  Minhong JANG

IPC: G06T7/00 ,  G06N3/045 ,  G06N3/08 ,  G06N20/00 ,  G16H30/20 ,  G16H30/40

Abstract: Provided are a computerized image interpretation method and a device for analyzing a medical image. The image interpretation method may include receiving, at a processor, a medical image, and receiving report information including a healthcare worker's judgement result of the medical image. The method may also include generating, at the processor, result information representing correspondence between first lesion information, which is related to a lesion in the medical image acquired on the basis of the medical image, and second lesion information, which is related to a lesion in the medical image acquired on the basis of the report information, by applying the first lesion information and the second lesion information to a third analysis model. The method may further include outputting, at the processor, the result information.