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Enhanced glaucoma detection using U-Net and U-Net+ architectures using deep learning techniques

delete2025-06-06
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OA
AI
B
B P Pradeep Kumar
P
Pramod Rangaiah
R
Robin Augustine
DOI:10.1016/j.pdpdt.2025.104621delete
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摘要

摘要

En 中文
• 高级深度学习技术:利用U-Net和U-Net+进行有效的青光眼检测。 • 高精度:通过鲁棒深度学习架构实现可靠诊断。 • 增强的检测能力:集成前馈层以提高性能。 • 临床影响:提供早期检测的可靠工具,改善患者预后。
Keyword:
Glaucoma
Retinal intra-ocular region
Frame networks
U-NET layers
DRISHTI-GS
DRIONS-DB
HRF

期刊

Photodiagnosis and Photodynamic Therapy 封面图
Photodiagnosis and Photodynamic Therapy
IF:
2.6
论文数:
4.8K
被引数:
9.8K

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