Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification

Mathematics

• Binary Classification 33%
• Complications 28%
• Computational Model 28%
• Diabetes Mellitus 37%
• Gaussian Model 27%
• Gaussian Process 47%
• Generalise 13%
• Hybrid Learning 100%
• Learning 21%
• Learning Process 66%
• Model 7%
• Model-based 21%
• Neural Networks 22%
• Prediction 19%
• Process Model 26%
• Quantification 26%
• Robustness 20%
• Uncertainty 20%
• Uncertainty Quantification 64%

Engineering & Materials Science

• Convolutional neural networks 14%
• Deep learning 43%
• Medical problems 17%
• Uncertainty 30%