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Wang, Daniel
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Subject
Machine Learning
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Improving Microbial Keratitis Artificial Intelligence Screening Tools Constrained by Limited Data Using Synthetic Generation of Slit Lamp Photos
Description/Abstract:
Background: Artificial Intelligence (AI) models, like those used in diabetic retinopathy screening, require large amounts of data to train. Models for diseases with limited public data like microbial keratitis (MK), a top five cause of blindness...
Date:
August 1-2, 2024
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55th Annual Duke School of Medicine Student Research Symposium
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Creator
Wang, Daniel
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Kuo, Anthony
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Engelhard, Matthew
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Gabriel, Rami
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McNabb, Ryan
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Sklar, Bonnie
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Tian, James
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Subject
Artificial Intelligence
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Generative Adversarial Networks
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Machine Learning
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Microbial Keratitis
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Ophthalmology
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Yes, please
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Research Type
Lab Based
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Study Program
Ophthalmology and Visual Science Study Program (OVS)
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Year
2024
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