Assessing retinal vein occlusion based on color fundus photographs using neural understanding network (NUN).

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作者： Cameron,Beeche ^[1] ; Naciye S,Gezer ^[1] ; Kartik,Iyer ^[1] ; Omar,Almetwali ^[1] ; Juezhao,Yu ^[1] ; Yanchun,Zhang ^[2] ; Rajeev,Dhupar ^[3] ; Joseph K,Leader ^[4] ; Jiantao,Pu ^[1]

作者单位： Department of Radiology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA. ^[1] Shaan'xi Eye Hospital, Xi'an, Shaanxi, China. ^[2] Department of Cardiothoracic Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA. ^[3] Surgical Services Division, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA. ^[4] Department of Bioengineering, University of Pittsburgh, Pittsburgh, Pennsylvania, USA. ^[5]

关键词 convolutional neural network (CNN)graph neural network (GNN)image classification neural understanding network (NUN)retinal vein occlusion

主题词人类(Humans);视网膜静脉闭塞(Retinal Vein Occlusion);眼底(Fundus Oculi);诊断技术, 眼科(Diagnostic Techniques, Ophthalmological)

DOI 10.1002/mp.16012

PMID 36184848

发布时间 2024-01-02

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