Multi-task multi-modality SVM for early COVID-19 Diagnosis using chest CT data.
Rongyao HuJiangzhang GanXiaofeng ZhuTong LiuXiaoshuang ShiPublished in: Inf. Process. Manag. (2022)
Keyphrases
- multi modality
- ct data
- medical images
- multi task
- computed tomography
- sparse learning
- feature selection
- multi class
- automatic segmentation
- support vector
- medical imaging
- ct images
- imaging modalities
- anatomical structures
- ct scans
- learning tasks
- multi modal
- support vector machine
- image intensity
- computer aided diagnosis
- deformable models
- mutual information
- medical image analysis
- intraoperative
- learning problems
- medical data
- x ray
- information theoretic
- region of interest
- image registration
- computer vision
- feature vectors
- feature space
- training data
- learning algorithm
- kernel methods
- machine learning
- image reconstruction
- segmentation algorithm
- patient specific
- pairwise