Improving CNN training on endoscopic image data by extracting additionally training data from endoscopic videos.
Georg WimmerMichael HäfnerAndreas UhlPublished in: Comput. Medical Imaging Graph. (2020)
Keyphrases
- endoscopic video
- training data
- image data
- training process
- training set
- training examples
- test set
- training samples
- training dataset
- endoscopic images
- training and testing data
- labelled data
- supervised learning
- minimally invasive
- image quality
- training patterns
- learning algorithm
- decision trees
- training algorithm
- labeled training data
- training and test data
- video sequences
- coronary artery bypass
- test data
- cellular neural networks
- classification accuracy
- fully labeled
- labeled data for training
- data sets
- visual features
- semi supervised
- multimedia