Post-surgery survival and associated factors for cardiac patients in Ethiopia: applications of machine learning, semi-parametric and parametric modelling.
Melaku TadegeAwoke Seyoum TegegneZelalem G. DessiePublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- semi parametric
- machine learning
- cardiac surgery
- statistical inference
- minimally invasive
- density estimation
- beating heart
- heart disease
- post operative
- least squares
- operating room
- regression model
- constrained optimization
- intraoperative
- surgical procedures
- learning algorithm
- machine learning methods
- machine learning algorithms
- model selection
- data mining
- computer vision
- parametric models
- statistical learning
- image guided
- linear model
- decision trees
- clinical data
- learning tasks
- statistical methods
- patient data
- motion compensation
- graphical models
- knowledge discovery
- active learning