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使用离散波形基中心对称局部二进制模式和统计特征检测糖尿病视网膜病变

Imtiyaz Ahmad1, Vibhav Prakash Singh2, Manoj Madhava Gore2

  • 1Department of Computer Science and Engineering, Motilal Nehru National Institute of Technology Allahabad, Prayagraj, 211004, UP, India. imtiyaz.2021rcs08@mnnit.ac.in.

Journal of imaging informatics in medicine
|September 5, 2024
PubMed
概括

这项研究介绍了一种新的计算机辅助诊断 (CAD) 系统,用于早期检测糖尿病视网膜病变 (DR). 将多分辨率波纹分析与统计特征相结合,可以显著提高视网膜图像中的DR检测精度.

关键词:
中心对称的局部二进制模式糖尿病视网膜病变 - 糖尿病视网膜病变离散波量变换是离散波量变换.机器学习 机器学习多个分辨率分析分析.统计特征 统计特征 统计特征

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