专利检索 ap:("UIF (University Industry Foundation), Yonsei University" OR "SEOUL NATIONAL UNIVERSITY HOSPITAL") AND inv:"Jae Hyon PARK" 第 1 页

1.

发明公开
METHOD AND DEVICE FOR PREDICTING STENOSIS OF DIALYSIS ACCESS BY USING CONVOLUTIONAL NEURAL NETWORK 审中-公开

公开(公告)号：US20240363244A1

公开(公告)日：2024-10-31

申请号：US18560370

申请日：2022-05-13

申请人： UIF (University Industry Foundation), Yonsei University , SEOUL NATIONAL UNIVERSITY HOSPITAL

发明人： Jong Yun WON , Ki Chang HAN , Jae Hyon PARK , In Sun PARK

IPC分类号： G16H50/20 , G16H10/60 , G16H50/50

CPC分类号： G16H50/20 , G16H10/60 , G16H50/50

摘要： A method and a device for predicting stenosis of a dialysis access by using a convolutional neural network (CNN) according to a preferable embodiment of the present invention can predict, from audio data with respect to a dialysis access of an object, a degree of stenosis of the dialysis access on the basis of a stenosis prediction model including a convolutional neural network so as to predict the degree of stenosis of the dialysis access more precisely and guide an additional examination and treatment according thereto.