Correlating surgical vital sign quality with 30-day outcomes using regression on time series segment features

Mathematics

• Time series 100%
• Classifier 94%
• Regression 85%
• Dynamic Time Warping 49%
• Evidence 46%
• Approximate Entropy 46%
• Best Practice 44%
• Feature Extraction 41%
• Feature Selection 37%
• Series 34%
• Surgery 31%
• Markov Model 30%
• Training 29%
• Standard deviation 29%
• Teaching 28%
• Likely 27%
• Labeling 27%
• Skew 25%
• Invariant 15%
• Standards 15%

Engineering & Materials Science

• Time series 96%
• Labels 95%
• Classifiers 79%
• Feature extraction 57%
• Hidden Markov models 37%
• Surgery 37%
• Labeling 36%
• Entropy 31%