Implementation of Extreme Learning Machine Algorithm for Age-related Macular Degeneration Detection on OCT volumes
2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)(2023)
Abstract
This paper presents the synthesis result of extreme learning machine (ELM), a machine learning technique, to detect age-related macular degeneration (AMD), an eye disease prevalent in elderly people. The model is trained with optical coherence tomography (OCT) images and a desirable clock period, area, and power is obtained. This is the first of its kind synthesis result of ELM implementation for AMD detection on OCT images.
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Key words
Age-related Macular Degeneration,Extreme Learning Machine,Optical Coherence Tomography
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