Title | Creator | Description | Subject | ||
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A Brief Introduction to AI in Neuro-ophthalmology | Areeba Abid, BS; Sachin Kedar, MD | In 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 |
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Generative Adversarial Networks in Ophthalmology | Babajide Olubusayo Owosela; Anjolaoluwa Popoola; Sachin Kedar | In 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 |
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Natural Language Processing in Neuro-Ophthalmology | Areeba Abid, BS; Sachin Kedar, MD | This 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 |