Using Transfer Learning to Train a Binary Classifier for Lorrca Ektacytometery Microscopic Images of Sickle Cells and Healthy Red Blood Cells.
Marya ButtAnder de KeijzerPublished in: Data (2022)
Keyphrases
- blood cells
- transfer learning
- microscopic images
- early stage
- learning tasks
- labeled data
- microscopy images
- microscope images
- knowledge transfer
- learning algorithm
- cross domain
- training data
- reinforcement learning
- training and test data
- text classification
- active learning
- white blood cells
- machine learning
- semi supervised learning
- machine learning algorithms
- class labels
- transfer knowledge
- text categorization
- collaborative filtering
- domain adaptation
- sample selection bias
- multi task
- support vector machine
- unlabeled data
- feature selection
- text mining
- target domain
- decision trees
- data sets
- image segmentation
- feature space
- training set
- cross sectional
- feature set
- training samples