Machine learning-based classification of cardiac relaxation impairment using sarcomere length and intracellular calcium transients.
Rana Raza MehdiMohit KumarEmilio A. MendiolaSakthivel SadayappanReza AvazmohammadiPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- decision trees
- machine learning algorithms
- text classification
- support vector machine
- machine learning approaches
- supervised learning
- unsupervised learning
- support vector
- supervised classification
- classification accuracy
- computer vision
- model selection
- feature selection
- supervised machine learning
- rule learning
- pattern classification
- wall motion
- text mining
- learning algorithm
- feature vectors
- active learning
- classification rules
- data mining
- classification scheme
- automatic classification
- classification algorithm
- classification method
- hidden markov models
- image classification
- decision rules
- cost sensitive
- information extraction
- support vector machine svm
- training samples
- left ventricle
- training set
- reinforcement learning
- natural language processing
- knowledge acquisition