Improving Intensive Care Chest X-Ray Classification by Transfer Learning and Automatic Label Generation.
Helen SchneiderDavid BiesnerSebastian NowakYannik C. LayerMaike TheisWolfgang BlockBenjamin WulffAlois M. SprinkartUlrike I. AttenbergerRafet SifaPublished in: ESANN (2022)
Keyphrases
- medical images
- x ray images
- x ray
- transfer learning
- medical imaging
- intensive care
- machine learning
- text classification
- ct images
- machine learning algorithms
- labeled data
- class labels
- reinforcement learning
- feature extraction
- three dimensional
- multi task
- ct scans
- data sets
- health care
- decision trees
- intraoperative
- classification trees
- support vector
- classification models
- multi label
- model selection
- text categorization
- supervised learning
- active learning
- training set
- error rate
- unlabeled data
- decision support system
- collaborative filtering
- support vector machine
- feature vectors
- feature space
- learning algorithm
- chest radiographs