Predicting diabetic retinopathy and identifying interpretable biomedical features using machine learning algorithms.
Hsin-Yi TsaoPei-Ying ChanEmily Chia-Yu SuPublished in: BMC Bioinform. (2018)
Keyphrases
- machine learning algorithms
- input features
- machine learning models
- machine learning
- benchmark data sets
- learning algorithm
- machine learning approaches
- decision trees
- machine learning methods
- learning problems
- random forests
- learning models
- predictive accuracy
- standard machine learning algorithms
- blood vessels
- learning tasks
- feature set
- supervised machine learning algorithms
- data sets
- feature space
- multiscale