Discriminative, generative artificial intelligence, and foundation models in retina imaging

Discriminative, generative artificial intelligence, and foundation models in retina imaging

Recent advances of artificial intelligence (AI) in retinal imaging found its application in two major categories: discriminative and generative AI. For discriminative tasks, conventional convolutional neural networks (CNNs) are still major AI techniques. Vision transformers (ViT), inspired by the tr...

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Bibliographic Details
Main Authors: Paisan Ruamviboonsuk, Niracha Arjkongharn, Nattaporn Vongsa, Pawin Pakaymaskul, Natsuda Kaothanthong
Format: Article
Language:English
Published: Wolters Kluwer Medknow Publications 2024-12-01
Series:Taiwan Journal of Ophthalmology
Subjects:
discriminative artificial intelligence
foundation models
generative artificial intelligence
retinal imaging
vision transformer
Online Access:https://journals.lww.com/10.4103/tjo.TJO-D-24-00064
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