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TitleCreatorDescriptionSubject
1 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
2 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
3 Methanol ToxicityDaniel Lovasz; James Brian Davis; Amanda Dean Henderson, MDMethanol toxicity can be very dangerous with high morbidity and mortality rates, and outcomes typically worsen with increasing acidemia, hyperglycemia, or acute kidney injury. Delayed treatment can result in irreversible injury, such as vision loss, or even death. The harmful effects of methanol com...Acidosis; Fomepizole; Formic Acid; Methanol Toxicity; Toxic Optic Neuropathy
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