公开(公告)号：US11771318B2

公开(公告)日：2023-10-03

申请号：US16759594

申请日：2018-07-18

Applicant: VUNO, INC. ,  SEOUL NATIONAL UNIVERSITY HOSPITAL

Inventor： Sang Jun Park ,  Joo Young Shin ,  Jae Min Son ,  Sang Keun Kim ,  Kyuhwan Jung ,  Hyun-Jun Kim

IPC: A61B3/12 ,  G06T7/11 ,  G06T7/70 ,  G16H50/50 ,  G16H50/20 ,  G16H30/40 ,  A61B3/14 ,  G06T7/00 ,  G06V10/764 ,  G06V10/82

CPC classification number: A61B3/1225 ,  A61B3/12 ,  A61B3/14 ,  G06T7/0012 ,  G06T7/11 ,  G06T7/70 ,  G06V10/764 ,  G06V10/82 ,  G16H30/40 ,  G16H50/20 ,  G16H50/50 ,  G06T2207/20084 ,  G06T2207/30041

Abstract: The present invention relates to a method for supporting reading of a fundus image of a subject, and a computing device using the same. Specifically, the computing device according to the present invention acquires the fundus image of the subject, extracts attribute information from the fundus image on the basis of a machine learning model for extracting the attribute information of the fundus image, and provides the extracted attribute information to an external entity. In addition, when evaluation information on the extracted attribute information or modification information on the attribute information is acquired, the computing device according to the present invention can also update the machine learning model on the basis of the acquired evaluation information or modification information.

公开(公告)号：US10769779B2

公开(公告)日：2020-09-08

申请号：US15760803

申请日：2015-09-24

Applicant: Vuno, Inc.

Inventor： Sangki Kim ,  Hyun-Jun Kim ,  Kyuhwan Jung ,  Yeha Lee

IPC: G06F3/01 ,  G06T7/00 ,  G16H30/20 ,  A61B3/113 ,  A61B5/055 ,  A61B6/03 ,  G06F3/048

Abstract: According to one embodiment, a method for increasing the reading efficiency of a medical image is provided. The method of increasing the reading efficiency of a medical image comprises of: receiving the gaze information of a user, acquiring a gaze tracking device, during a medical image reading process; determining a region of interest of the user with respect to the medical image by using the gaze information; determining a type of service corresponding to the region of interest; and providing the determined service.

公开(公告)号：US20200273173A1

公开(公告)日：2020-08-27

申请号：US16618488

申请日：2018-01-04

Applicant: Vuno, Inc.

Inventor： Hyun-Jun Kim ,  Yeha Lee

IPC: G06T7/00 ,  G06N3/08 ,  G16H30/40 ,  G16H50/20 ,  G16H50/50

Abstract: Provided are a method for determining whether an examinee is infected by microorganism, and a determination apparatus using the same. Specifically, the determination apparatus according to the present invention obtains an microphotographed image of a biological sample of the examinee; receives the obtained microphotographed image and generates analysis information on the microorganism based on a deep learning model of the examinee; visualize the generated analysis information to provide it, so as to perform at least one of (i) a process of supporting a remote reading on whether the microorganism corresponding to the analysis information exists or not, and (ii) a process of supporting a user of the computing apparatus to read whether the microorganism corresponding to the analysis information exists or not; and provides a final result as its result.

公开(公告)号：US20190340751A1

公开(公告)日：2019-11-07

申请号：US15760803

申请日：2015-09-24

Applicant: Vuno, Inc.

Inventor： Sangki Kim ,  Hyun-Jun Kim ,  Kyuhwan Jung ,  Yeha Lee

IPC: G06T7/00 ,  G06F3/01 ,  G16H30/20 ,  A61B3/113

Abstract: According to one embodiment, a method for increasing the reading efficiency of a medical image is provided. The method of increasing the reading efficiency of a medical image comprises of: receiving the gaze information of a user, acquiring a gaze tracking device, during a medical image reading process; determining a region of interest of the user with respect to the medical image by using the gaze information; determining a type of service corresponding to the region of interest; and providing the determined service.

公开(公告)号：US10249042B2

公开(公告)日：2019-04-02

申请号：US15760829

申请日：2015-09-24

Applicant: Vuno, Inc.

Inventor： Kyuhwan Jung ,  Hyun-Jun Kim ,  Sangki Kim ,  Yeha Lee

IPC: G06T7/00 ,  G06Q50/22 ,  G16H50/20 ,  G16H30/40 ,  G16H40/63

Abstract: According to an embodiment, a method of providing a medical information service is provided. The method for providing a medical information service comprises the steps of: receiving a target image; extracting feature data of the target image; discovering a relative position of the feature data in a disease classification map in which a pre-trained reference image has been quantified; and providing a user with the disease classification map in which the relative position of the feature data has been discovered.

公开(公告)号：US12008748B2

公开(公告)日：2024-06-11

申请号：US17059868

申请日：2019-04-10

Applicant: VUNO, INC.

Inventor： Sang Keun Kim ,  Hyun-Jun Kim ,  Kyuhwan Jung ,  Jae Min Son

IPC: G06T7/00 ,  G06T7/187 ,  G16H30/20

CPC classification number: G06T7/0012 ,  G06T7/187 ,  G16H30/20 ,  G06T2207/30041

Abstract: The present invention relates to a method for classifying a fundus image and a device using same. Specifically, according to the method of the present invention, a computing device acquires a fundus image of a subject, generates classification information of the fundus image, generates an interpretation text on the basis of the classification information, and provides the interpretation text to an external entity.

公开(公告)号：US11361441B2

公开(公告)日：2022-06-14

申请号：US16618488

申请日：2018-01-04

Applicant: Vuno, Inc.

Inventor： Hyun-Jun Kim ,  Yeha Lee

IPC: G06K9/00 ,  G06T7/00 ,  G16H50/50 ,  G16H50/20 ,  G16H30/40 ,  G06N3/08 ,  G06N3/04

Abstract: Provided are a method for determining whether an examinee is infected by microorganism, and a determination apparatus using the same. Specifically, the determination apparatus according to the present invention obtains an microphotographed image of a biological sample of the examinee; receives the obtained microphotographed image and generates analysis information on the microorganism based on a deep learning model of the examinee; visualize the generated analysis information to provide it, so as to perform at least one of (i) a process of supporting a remote reading on whether the microorganism corresponding to the analysis information exists or not, and (ii) a process of supporting a user of the computing apparatus to read whether the microorganism corresponding to the analysis information exists or not; and provides a final result as its result.