Left Ventricular Myocardial Dysfunction Evaluation in Thalassemia Patients Using Echocardiographic Radiomic Features and Machine Learning Algorithms.
Haniyeh TaleieGhasem HajianfarMaziar SabouriMozhgan ParsaeeGolnaz HoushmandAhmad Bitarafan-rajabiHabib ZaidiIsaac ShiriPublished in: J. Digit. Imaging (2023)
Keyphrases
- left ventricular
- machine learning algorithms
- spect images
- myocardial infarction
- machine learning models
- benchmark data sets
- mri data
- motion analysis
- left ventricle
- machine learning
- learning algorithm
- fully automatic
- decision trees
- cardiac mr images
- motion tracking
- cardiac motion
- short axis
- wall motion
- standard machine learning algorithms
- coronary artery disease
- prior knowledge
- normal subjects
- abnormality detection
- coronary artery
- heart motion
- image analysis
- image sequences
- feature selection