Implementation of Extreme Learning Machine Algorithm for Age-related Macular Degeneration Detection on OCT volumes
Journal
2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023 - Proceedings
ISBN
9798350324174
Date Issued
2023-01-01
Author(s)
Natarajan, Himajah
Ji, Jie Yi
Sridharan, Aadhitiyan
Lin, Cheng Hung
Lu, Cheng Kai
Huang, Tzu Lun
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.
Subjects
Age-related Macular Degeneration | Extreme Learning Machine | Optical Coherence Tomography
Type
conference paper