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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
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.
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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.
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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
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.
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公开(公告)号：US12014493B2
公开(公告)日：2024-06-18
申请号：US17360897
申请日：2021-06-28
Applicant: VUNO Inc.
Inventor： Byeonguk Bae , Kyuhwan Jung
CPC classification number: G06T7/0012 , G06N3/045 , G06N3/08 , G06T2207/20081 , G06T2207/20084 , G06T2207/30008
Abstract: According to an embodiment of the present disclosure, a method of assessing bone age by using a neural network performed by a computing device is disclosed. The method includes receiving an analysis image which is a target of bone age assessment; and assessing bone age of the target by inputting the analysis image into a bone age analysis model comprising one or more neural networks. The bone age analysis model, which is trained by supervised learning based on an attention guide label, includes at least one attention module for intensively analyzing a main region of the analysis image.
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Patent Agency Ranking
公开(公告)号：US20240029887A1
公开(公告)日：2024-01-25
申请号：US18265601
申请日：2021-08-25
Applicant: Vuno Inc.
Inventor： Beomhee Park , Kyuhwan Jung , Seyun Kim
CPC classification number: G16H50/20 , A61B6/5217 , G16H30/40 , G16H50/30 , A61B5/08
Abstract: A lesion diagnosing method includes inputting medical data into first and second neural network models to detect an object region for lesion diagnosis from the medical data, and detect at least one finding region related to a specific lesion; calculating a volume and location for at least one finding region included in the object region; and generating result information for the medical data based on a volume and a location for the finding region.
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公开(公告)号：US11816833B2
公开(公告)日：2023-11-14
申请号：US16963408
申请日：2019-01-18
Applicant: VUNO, INC.
Inventor： Kyuhwan Jung
CPC classification number: G06T7/0012 , G06T3/4053 , G06T2207/10081 , G06T2207/20081 , G06T2207/20084 , G06T2207/20108 , G06T2207/30096
Abstract: The present invention relates to a method for reconstructing an image and an apparatus using the same Particularly, according to the method of the present invention, when a series of first slice images of a subject are inputted in a computing device, the computing device generates, from the first slice images, second slice images having a second slice thickness different from a first thickness, which is the slice thickness of the first slice image, and provides the generated second slice images.
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公开(公告)号：US12026873B2
公开(公告)日：2024-07-02
申请号：US17354861
申请日：2021-06-22
Applicant: VUNO Inc.
Inventor： Byeonguk Bae , Kyuhwan Jung
CPC classification number: G06T7/0012 , G06N3/047 , G16H50/20 , G16H50/30 , G06T2207/20081 , G06T2207/20084 , G06T2207/20182 , G06T2207/30008
Abstract: According to an embodiment of the present disclosure, a computer program stored in a computer readable storage medium is disclosed. The computer program includes instructions for causing one or more processors to estimate bone age from a bone image, and the instructions include: estimating a RUS score for each of one or more partial bone images using a partial bone RUS score estimation model comprising one or more layers, and wherein the one or more partial bone images are generated from a whole bone image; and estimating bone age corresponding to the whole bone image using one or more RUS scores estimated for each of the one or more partial bone images, in which the partial bone RUS score estimation model is trained by using a labeled partial bone image as training data, and is trained by adjusting feature values calculated from the one or more layers.
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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
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.
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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
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.
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