Exploring metformin monotherapy response in Type-2 diabetes: Computational insights through clinical, genomic, and proteomic markers using machine learning algorithms.
Angelina Thomas VillikudathilDeclan H. Mc GuiganAndrew EnglishPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- proteomic data
- machine learning
- decision trees
- high throughput
- machine learning methods
- random forests
- predictive accuracy
- medical data
- learning problems
- machine learning approaches
- machine learning models
- diabetic patients
- cardiovascular disease
- standard machine learning algorithms
- machine learning systems
- clinical practice
- input features
- data mining
- learning models
- learning tasks
- primary care
- transfer learning
- health care
- training data
- real world