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从OCT图像中检测早期糖尿病视网膜病变,使用多分片分析和多层感知子分类

Ahlem Aziz1, Necmi Serkan Tezel1, Seydi Kaçmaz2

  • 1Electrical and Electronics Engineering Department, Karabuk University, 78050 Karabuk, Türkiye.

Diagnostics (Basel, Switzerland)
|July 12, 2025
PubMed
概括

早期的糖尿病视网膜病变 (DR) 检测是通过光学连贯断层扫描 (OCT) 图像的多分片分析来改进的. 机器学习,特别是多层感知器,实现了98.02%的精度,用于自动化DR选.

关键词:
糖尿病视网膜病变 糖尿病视网膜病变多层感知器 (MLP) 是一种多层感知器.光学一致性断层扫描 (OCT)计算机辅助诊断是指计算机辅助的诊断.早期检测 早期检测机器学习是机器学习.多分法分析多分法分析视网膜成像 视网膜成像

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