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Updated: Jun 19, 2025

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在光学连贯断层扫描血管学 (OCTA) 中以矢量量化变量自编码器 (VQ-VAE) 检测异常

Hana Jebril1, Meltem Esengönül1, Hrvoje Bogunović1,2

  • 1Lab for Ophthalmic Image Analysis, Department of Ophthalmology and Optometry, Medical University of Vienna, 1090 Vienna, Austria.

Bioengineering (Basel, Switzerland)
|July 27, 2024
PubMed
概括

这项研究引入了一种新的深度学习模型,用于检测光学连贯断层扫描血管图 (OCTA) 扫描中的异常,有助于识别视网膜疾病和全身疾病.

关键词:
八国合作组织 (OCTA)这是一个VQ-VAEE.检测异常检测异常检测深度学习是一种深度学习.认识体系的不确定性.眼科 眼科 眼科视网膜 视网膜 视网膜 是一个

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It is cumbersome to find the magnitudes of vectors using the parallelogram rule or using the graphical method to perform mathematical operations like addition, subtraction, and multiplication. There are two ways to circumvent this algebraic complexity. One way is to draw the vectors to scale, as in navigation, and read approximate vector lengths and angles (directions) from the graphs. The other way is to use the method of components.
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