Bayesian networks and imaging-derived phenotypes highlight the role of fat deposition in COVID-19 hospitalisation risk.
T. WaddellAna I. L. NambureteP. DuckworthN. EichertH. Thomaides-BrearsD. J. CuthbertsonJ. P. DespresM. BradyPublished in: Frontiers Bioinform. (2023)
Keyphrases
- bayesian networks
- image processing
- decision making
- image analysis
- high resolution
- risk management
- high risk
- computer vision
- gene expression
- conditional independence
- thin film
- graphical models
- incomplete data
- imaging systems
- probabilistic model
- clinical applications
- conditional probabilities
- expert knowledge
- risk assessment
- probabilistic reasoning
- imaging devices
- multiply sectioned bayesian networks