Automatic white blood cell classification using pre-trained deep learning models: ResNet and Inception.
Mehdi HabibzadehMahboobeh JannesariZahra RezaeiHossein BaharvandMehdi TotonchiPublished in: ICMV (2017)
Keyphrases
- learning models
- classification models
- white blood
- pre trained
- machine learning
- machine learning algorithms
- support vector
- classification accuracy
- learning tasks
- class labels
- loss function
- feature extraction
- training data
- feature space
- learning problems
- white blood cells
- feature vectors
- semi supervised learning
- decision trees
- learning algorithm
- training set
- feature selection
- active learning
- pairwise
- object recognition
- similarity measure
- three dimensional