Maximizing Interpretability and Cost-Effectiveness of Surgical Site Infection (SSI) Predictive Models Using Feature-Specific Regularized Logistic Regression on Preoperative Temporal Data.
Primoz KocbekNino FijackoCristina Soguero-RuízKarl Øyvind MikalsenUros MaverPetra Povalej BrzanAndraz StozerRobert JenssenStein Olav SkrøvsethGregor StiglicPublished in: Comput. Math. Methods Medicine (2019)
Keyphrases
- logistic regression
- temporal data
- predictive power
- logistic regression models
- cost effectiveness
- logistic model
- decision trees
- cost effective
- naive bayes
- predictor variables
- intraoperative
- temporal databases
- support vector
- temporal information
- linear support vector machines
- website
- loss function
- data streams
- classification trees
- x ray
- least squares
- data sets
- image sequences
- e learning