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Predicting demographics from meibography using deep learning - Scientific Reports

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Predicting demographics from meibography using deep learning - Scientific Reports

This study introduces a deep learning approach to predicting demographic features from meibography images. A total of 689 meibography images with corresponding subject demographic data were used to develop a deep learning model for predicting gland morphology and demographics from images. The model achieved on average 77%, 76%, and 86% accuracies for predicting Meibomian gland morphological features, subject age, and ethnicity, respectively.

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Predicting demographics from meibography using deep learning - Scientific Reports

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Predicting demographics from meibography using deep learning - Scientific Reports

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