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Risk stratification and prediction modelling in surgery
Vassilis G. Hadjianastassiou
, Thanos Athanasiou
, Linda J. Hands
Medical School
Imperial College London
University of Oxford
Research output
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Chapter in Book/Report/Conference proceeding
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Chapter
›
peer-review
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Keyphrases
Odds Ratio
100%
Prediction Model
100%
Risk Prediction
100%
Risk Stratification
100%
Patient Characteristics
66%
Risk Analysis
66%
Logistic Regression
33%
Risk Factors
33%
Confounding Variables
33%
Treatment Outcome
33%
Mathematical Model
33%
Surgeons
33%
Interaction Terms
33%
Multivariable
33%
Misclassification Error
33%
Effective Strategies
33%
Measurement Error
33%
Dose-response Relationship
33%
Statistical Techniques
33%
Multivariable Logistic Regression
33%
Treatment Effect
33%
Effect Mechanism
33%
Interaction Model
33%
Disease Occurrence
33%
Multiple Risk Factors
33%
Multinomial Logistic Regression
33%
Predictive Modeling
33%
MoUs
33%
Ratio Estimate
33%
Product Interaction
33%
Direct Estimation
33%
Surgical Research
33%
Need to Know
33%
Outcome Differences
33%
Cause-effect
33%
Mathematics
Odds Ratio
100%
Factor Analysis
66%
Logistic Regression
66%
Polynomial
33%
Nonlinear
33%
Conditionals
33%
Treatment Effect
33%
Dependent Variable
33%
Mathematical Modeling
33%
Ratio Estimate
33%
Multiple Logistic Regression
33%
Confounding
33%
Statistical Technique
33%
Predictive Modeling
33%
Interaction Term
33%
Measurement Error
33%
Engineering
Measurement Error
100%
Misclassification
100%
Interaction Term
100%
Dependent Variable
100%
Mathematical Model
100%
Computer Science
Logistic Regression
100%
Statistical Technique
33%
Interaction Model
33%
Measurement Error
33%
Product Interaction
33%
Direct Estimate
33%
Treatment Outcome
33%
Dependent Variable
33%
Interaction Term
33%
Treatment Effect
33%
Psychology
Factor Analysis
100%
Dependent Variable
50%
Measurement Error
50%
Predictive Modeling
50%
Economics, Econometrics and Finance
Risk Factor
100%
Logit Model
60%
Causality Analysis
20%