A multi-task pipeline with specialized streams for classification and segmentation of infection manifestations in COVID-19 scans.
Shimaa El-banaAhmad Al-KabbanyMaha SharkasPublished in: PeerJ Comput. Sci. (2020)
Keyphrases
- multi task
- feature selection
- multi task learning
- classification accuracy
- learning tasks
- decision trees
- support vector
- multitask learning
- level set
- feature extraction
- multiple tasks
- machine learning
- image segmentation
- image classification
- support vector machine
- machine learning algorithms
- svm classifier
- learning problems
- multiple kernel learning
- gaussian processes
- sparse learning
- classification models
- transfer learning
- text classification
- medical images
- recommender systems
- feature vectors