About this document
Deep Learning For Detection of Age-Related Macular Degeneration - A Systematic Review and Meta-Analysis by jaweb is a document available to read on EtoBox.
This systematic review and meta-analysis evaluates the diagnostic accuracy of deep learning algorithms for detecting age-related macular degeneration (AMD), finding pooled sensitivity and specificity rates of 94% and 97%, respectively. Convolutional neural networks, particularly ResNets, are identified as effective tools for AMD detection, with the types of AMD and network layers influencing model training outcomes. The study emphasizes the need for more diverse datasets to enhance future deep learning mode
- Author
- jaweb
- Language
- EN