Understanding the bias in machine learning systems for cardiovascular disease risk assessment: The first of its kind review.
Jasjit S. SuriMrinalini BhagawatiSudip PaulAthanasios ProtogeronPetros P. SfikakisGeorge D. KitasNarendra N. KhannaZoltan RuzsaAditya M. SharmaSanjay SaxenaGavino FaaKosmas I. ParaskevasJohn R. LairdAmer M. JohriLuca SabaManudeep S. KalraPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- risk assessment
- risk factors
- machine learning systems
- cardiovascular disease
- risk management
- machine learning
- network security
- information security
- machine learning algorithms
- medical diagnosis
- learning systems
- decision making
- decision support system
- data mining
- data sets
- pairwise
- model selection
- machine learning methods
- software engineering
- training data
- learning algorithm
- learning classifier systems
- neural network