Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification.
Santiago Toledo-CortésMelissa De La PavaOscar J. PerdomoFabio A. GonzálezPublished in: CoRR (2020)
Keyphrases
- gaussian process
- deep learning
- diabetic retinopathy
- unsupervised learning
- regression model
- model selection
- semi supervised
- retinal images
- hyperparameters
- automatic detection
- machine learning
- approximate inference
- bayesian framework
- latent variables
- early detection
- weakly supervised
- blood vessels
- mental models
- medical diagnosis
- data sets
- medical experts
- optic disc
- learning process
- pairwise
- cross validation
- support vector
- medical knowledge
- computer vision