A multi-task CNN approach for lung nodule malignancy classification and characterization.
Sónia MarquesFilippo SchiavoCarlos A. FerreiraJoão PedrosaAntónio CunhaAurélio CampilhoPublished in: Expert Syst. Appl. (2021)
Keyphrases
- lung nodules
- multi task
- computer aided diagnosis
- multi task learning
- ct images
- learning tasks
- feature selection
- computerized tomography
- pattern recognition
- support vector
- image classification
- classification accuracy
- computer aided
- medical imaging
- learning problems
- supervised learning
- support vector machine
- medical images
- class labels
- breast cancer
- feature vectors
- multi class
- decision trees
- image processing
- x ray
- transfer learning
- image analysis
- collaborative filtering
- feature space
- sparse learning
- data mining