Comparing machine learning algorithms to predict 5-year survival in patients with chronic myeloid leukemia.
Mostafa ShanbehzadehMohammad Reza AfrashNader MiraniHadi Kazemi-ArpanahiPublished in: BMC Medical Informatics Decis. Mak. (2022)
Keyphrases
- machine learning algorithms
- benchmark data sets
- heart failure
- learning algorithm
- machine learning
- acute myeloid
- survival prediction
- decision trees
- predictive accuracy
- chronic disease
- learning problems
- gene selection
- machine learning methods
- random forests
- machine learning approaches
- machine learning models
- medical practice
- learning tasks
- normal subjects
- survival data
- input features
- learning models
- health care
- transfer learning
- machine learning systems
- heart disease
- microarray
- kaplan meier
- standard machine learning algorithms
- semi supervised learning
- real world
- multiclass classification
- reinforcement learning
- loss function
- learning systems