Implementation of Extreme Learning Machine Algorithm for Age-related Macular Degeneration Detection on OCT volumes
Himajah Natarajan, Jie-Yi Ji, Aadhitiyan Sridharan, Cheng-Hung Dixson Lin, Cheng‐Kai Lu, Jia-Kang Wang, Tzu‐Lun Huang · 2023
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.