Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels.
Sebastian GündelFlorin C. GhesuSasa GrbicEli GibsonBogdan GeorgescuAndreas K. MaierDorin ComaniciuPublished in: CoRR (2019)
Keyphrases
- x ray
- multi task learning
- x ray images
- medical imaging
- multi task
- three dimensional
- digital x ray images
- gaussian processes
- training set
- class labels
- classification accuracy
- ct scans
- intraoperative
- learning tasks
- low dose
- lung nodules
- text classification
- support vector
- theoretical analysis
- machine learning
- image segmentation
- transmission electron microscopy
- supervised learning
- support vector machine
- high order
- image classification
- feature extraction
- decision trees
- cross validation
- chest radiographs
- computed tomography
- learning problems
- transfer learning
- multi label
- machine learning algorithms
- medical images
- feature selection