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1.发明公开公开(公告)号：US20240185427A1
公开(公告)日：2024-06-06
申请号：US18472022
申请日：2023-09-21
Inventor： Yongjin LEE , Sung Yup LEE
IPC: G06T7/11
CPC classification number: G06T7/11 , G06T2207/10024
Abstract: Disclosed is an operating method of an image processor communicating with a memory device that includes receiving raw image data from the memory device, receiving first to n-th filter data from the memory device, generating first to n-th heat maps based on a convolution neural network (CNN) operation of the first to n-th filter data and the raw image data, extracting a first region of interest (ROI) from a first heat map among the first to n-th heat maps, extracting a first portion corresponding to the first ROI from a second heat map among the first to n-th heat maps, and generating a first top-down heat map by applying the first portion of the second heat map to the first ROI of the first heat map. ‘n’ is a natural number greater than ‘2’.
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2.发明公开公开(公告)号：US20240266048A1
公开(公告)日：2024-08-08
申请号：US18419800
申请日：2024-01-23
Inventor： Sungyup LEE , Yongjin LEE
CPC classification number: G16H50/20 , A61B5/0816 , A61B7/003
Abstract: Disclosed is a method of operating a diagnosis device for diagnosing a disease of a user, which includes obtaining breathing sound data by measuring a breath of the user, generating feature parameter information including a plurality of parameters corresponding to at least one abnormal breathing sound based on an analysis of the breathing sound data, generating diagnosis information indicating a target disease with a highest model output value among a plurality of diseases by applying the feature parameter information to a pre-trained differential diagnosis model, generating diagnosis basis information that quantifies an importance of the plurality of parameters used to determine the target disease, and outputting the diagnosis information and the diagnosis basis information through a user interface device of the diagnosis device.
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