摘要
介绍了青光眼的计算机诊断系统的硬件组成、青光眼诊断所需要的图像参数以及为获取这些图像参数所进行的图像处理步骤，并提出了从眼底图像参数到不同种类青光眼的人工神经网络诊断法。
基金
国家视光学研究中心专项资金
同被引文献28
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1Lapuerta P,L'Italien GJ5Paul S,et al.Neural network assessment of perioperative cardiac risk in vascular surgery patients[J].Med Decis Making,1998,18:70-75.
-
2Ashizawa K,MacMahon H,Ishida T,et al.Effect of an artificial neural network on radiologists, performance in the differential diagnosis of interstitial lung disease using chest radiographs[J].AJR Am J Roentgenol,1999,172:1311-1315.
-
3Douglas THjMoul JW.Applications of neural networks in urologic oncology[J].Semin Urol Oncols1998,16:35-39.
-
4SaJvi M5Dazzi D,Pellistri I,et al.Classification and prediction of the progression of thyroid- associated ophthalmopathy by an artificial neural network[J]Ophthalmology,2002,109:1703-1708.
-
5Shahin EM,Taha TE,Al-Nuaimy W,et al.Automated detection of diabetic retinopathy in blurred digital fundus images[C].20128th International Computer Engineering Conference(ICENCO),2012:20-25.
-
6Anitha J1Kezi Selva Vijila C,Hemanth DJ.An enhanced counter propagation neural network for abnormal retinal image classification[C].World Congress on Nature & Biologically Inspired Computing (NaBIC),2009:1-6.
-
7Nandy M,Banerjee M.Retinal vessel segmentation using Gabor filter and artificial neural network[C].2012 Third International Conference on Emerging Applications of Information Technology(EAIT),2012:157-160.
-
8Gurudath N5Celenk MtRiIey HB.Machine learning identification of diabetic retinopathy from fundus images[C].2014 IEEE on Signal Processing in Medicine and Biology Symposium(SPMB),2014:1-7.
-
9Parfitt CM,Mikelberg FS,Swindale NV.The detection of glaucoma using an artificial neural network[C].IEEE 17th Annual Conference on Engineering in Medicine and Biology Society,1995:847-8.
-
10Kader SjAibinu AM,Salami MJE.A new method of vascular point detection using artificial neural network[C].2012 IEEE EMBS Conference on Biomedical Engineering and Sciences(IECBES),2012:728-33.
引证文献1
-
1姜玉苹,吴辉群,余杰,袁媛,黄佳聪,王磊,陈亚兰,施李丽,蒋葵,董建成.基于眼底图像的人工神经网络分类器研究现状与进展[J].中国数字医学,2015,10(10):2-5. 被引量：1
-
1王嵋,秦永烈.系统故障的计算机诊断[J].仪表工业,1989(1):21-24.
-
2朱红雨,陆丽娜.医学检验计算机诊断专家系统的设计[J].医疗卫生装备,2006,27(12):67-69. 被引量：10
-
3董应群（Wilbird,D．W．）.网络营销2．0环境下的转化工具分析[J].中国电子商务,2009(8):28-29. 被引量：1
-
4草壮.记者被打,打的是谁?[J].今传媒,2010,18(2):64-64.
-
5袁曼娜.基于内容的医学图像检索技术概述[J].科技信息,2011(8). 被引量：1
-
6周丹,赵高攀.基于遗传算法的动态目标特征选择方法研究[J].沈阳理工大学学报,2010,29(2):53-56. 被引量：2
-
7黄品高,叶懋,张子方,唐宁,赵鹏,周萍.一种暗通道先验去雾后图像参数的调节方法[J].电视技术,2016,40(7):118-122. 被引量：1
-
8沈虹,刘卜源,赵建辉.机器视觉系统中采集高质量图像方法的研究[J].信息技术,2012,36(2):79-81. 被引量：2
-
9汪亚明,郑凯.眼科疾病的计算机诊断系统[J].电子工程,1997(4):35-38.
-
10谭春林,黄华.基于改进相位一致性算法的眼底血管分割[J].计算机工程与设计,2014,35(5):1705-1708. 被引量：1
