Classification of age-related macular degeneration using convolutional-neural-network-based transfer learning

Classification of age-related macular degeneration using convolutional-neural-network-based transfer learning

Abstract Background To diagnose key pathologies of age-related macular degeneration (AMD) and diabetic macular edema (DME) quickly and accurately, researchers attempted to develop effective artificial intelligence methods by using medical images. Results A convolutional neural network (CNN) with tra...

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Bibliographic Details
Main Authors: Yao-Mei Chen, Wei-Tai Huang, Wen-Hsien Ho, Jinn-Tsong Tsai
Format: article
Language:EN
Published: BMC 2021
Subjects:
Convolutional neural network
Transfer learning
Hyperparameter
Optical coherence tomography image
Age-related macular degeneration
Computer applications to medicine. Medical informatics
R858-859.7
Biology (General)
QH301-705.5
Online Access:https://doaj.org/article/a01fd1b1d46344ebb6d02656c7e3979e
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