Machine Learning Algorithms Versus Thresholding to Segment Ischemic Regions in Patients With Acute Ischemic Stroke.
Luca TomasettiLiv Jorunn HøllesliKjersti EnganKathinka Dæhli KurzMartin Wilhelm KurzMahdieh KhanmohammadiPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- ischemic stroke
- machine learning algorithms
- learning algorithm
- benchmark data sets
- machine learning
- homogeneous regions
- health care
- decision trees
- machine learning methods
- learning problems
- gray level
- machine learning approaches
- random forests
- learning tasks
- predictive accuracy
- seeded region growing
- machine learning models
- standard machine learning algorithms
- post processing
- edge detection
- image segmentation
- segmented regions
- learning models
- input features
- input image
- heart disease
- machine learning systems
- active learning
- breast cancer