Myocardial Perfusion SPECT Imaging Radiomic Features and Machine Learning Algorithms for Cardiac Contractile Pattern Recognition.
Maziar SabouriGhasem HajianfarZahra HosseiniMehdi AminiMobin MohebiTahereh GhaedianShabnam MadadiFereydoon RastgouMehrdad OveisiAhmad Bitarafan-rajabiIsaac ShiriHabib ZaidiPublished in: J. Digit. Imaging (2023)
Keyphrases
- machine learning algorithms
- myocardial perfusion
- spect images
- single photon emission computed tomography
- coronary artery disease
- pattern recognition
- machine learning
- benchmark data sets
- machine learning models
- clinical setting
- learning algorithm
- left ventricle
- decision trees
- image analysis
- machine learning methods
- standard machine learning algorithms
- feature extraction
- computer vision
- image processing
- nonrigid registration
- magnetic resonance images
- left ventricular
- brain imaging
- fully automatic
- normal subjects
- medical images
- cardiac imaging
- feature space
- supervised machine learning algorithms
- multiclass classification
- brain images
- x ray
- feature set
- high resolution