A hybrid machine learning/deep learning COVID-19 severity predictive model from CT images and clinical data.
Matteo ChieregatoFabio FrangiamoreMauro MorassiClaudia BaresiStefania NiciChiara BassettiClaudio BnàMarco GalelliPublished in: CoRR (2021)
Keyphrases
- deep learning
- ct images
- clinical data
- predictive model
- machine learning
- medical images
- medical data
- computed tomography
- decision trees
- knowledge discovery
- unsupervised learning
- statistical analysis
- ct scans
- medical imaging
- artificial neural networks
- mr images
- neural network
- raw data
- computer tomography
- region of interest
- domain experts
- data mining
- classification rules
- fracture detection
- knowledge acquisition
- computer vision
- data sources
- active learning
- reinforcement learning
- treatment planning
- three dimensional
- regression model
- support vector machine
- natural language processing
- input image
- decision making
- feature selection
- computer aided
- lymph nodes
- learning algorithm
- real world