Non-contrast Cine Cardiac Magnetic Resonance image radiomics features and machine learning algorithms for myocardial infarction detection.
Elham AvardIsaac ShiriGhasem HajianfarHamid AbdollahiKiara Rezaei KalantariGolnaz HoushmandKianosh KasaniAhmad Bitarafan-rajabiMohammad Reza DeevbandMehrdad OveisiHabib ZaidiPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- machine learning algorithms
- myocardial infarction
- magnetic resonance images
- mr images
- input features
- machine learning models
- benchmark data sets
- machine learning approaches
- machine learning
- learning algorithm
- decision trees
- machine learning methods
- learning problems
- left ventricular
- random forests
- standard machine learning algorithms
- mr imaging
- medical images
- feature space
- magnetic resonance
- high resolution
- left ventricle
- data sets
- medical imaging
- magnetic resonance imaging
- white matter
- supervised machine learning algorithms
- learning models
- feature set
- high quality
- data mining