Plaque Classification in Coronary Arteries from IVOCT Images Using Convolutional Neural Networks and Transfer Learning.
Nils GessertMarkus HeyderSarah LatusMatthias LutzAlexander SchlaeferPublished in: CoRR (2018)
Keyphrases
- transfer learning
- coronary artery
- intravascular ultrasound
- text classification
- convolutional neural networks
- input image
- machine learning
- knowledge transfer
- labeled data
- cross domain learning
- image registration
- convolutional network
- cross sectional
- decision trees
- pattern recognition
- feature extraction
- feature selection
- supervised learning
- image analysis
- object recognition
- region of interest
- support vector machine
- feature space
- three dimensional
- training samples
- transfer knowledge
- radio frequency
- learning algorithm
- post mortem
- training data
- risk factors
- target domain
- class labels
- text categorization
- unlabeled data
- model selection
- active learning
- knn