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Filters: Collection: "ehsl_novel_novel" Subject: "Artificial Intelligence"
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TitleCreatorDescriptionSubject
1 A Brief Introduction to AI in Neuro-ophthalmologyAreeba Abid, BS; Sachin Kedar, MDIn this video, we describe the basics of artificial intelligence and machine learning as applicable to clinical neuro-ophthalmologists. We use the example from a recent publication, where AI software was used to detect optic disc edema in fundus images.Artificial Intelligence; Machine Learning
2 Generative Adversarial Networks in OphthalmologyBabajide Olubusayo Owosela; Anjolaoluwa Popoola; Sachin KedarIn this video we will describe Generative Adversarial Networks (GAN) models and its applications and limitations in Ophthalmology. GAN, a technique within machine learning, enables computers to utilize real data to generate valuable synthetic data, artificially produced information that mimics the s...Artificial Intelligence; Generative Adversarial Networks; Machine Learning; Synthetic Data
3 Natural Language Processing in Neuro-OphthalmologyAreeba Abid, BS; Sachin Kedar, MDThis video provides an overview of natural language processing (NLP) techniques, applications, and limitations in neuro-ophthalmology. NLP, a branch of artificial intelligence, enables computers to understand and analyze human language. This video discusses three types of NLP techniques: sentiment a...Artificial Intelligence; Machine Learning; Natural Language Processing; Word Prediction; Word Embeddings; Sentiment Analysis
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