Leveraging electronic health records for predictive modeling of post-surgical complications

Mathematics

• Predictive Modeling 100%
• Complications 71%
• Electronics 63%
• Data Consistency 15%
• Prediction 13%
• Best Practice 13%
• Quality Improvement 13%
• Data Quality 13%
• Receiver Operating Characteristic Curve 10%
• Probabilistic Methods 10%
• Missing Values 10%
• Deterministic Algorithm 9%
• Surgery 9%
• Machine Learning 9%
• Infection 8%
• Predict 8%
• Vary 7%
• Covariates 7%
• Testing 6%
• Performance 5%
• Standards 4%

Medicine & Life Sciences

• Electronic Health Records 62%
• Clinical Decision Rules 44%
• Hemorrhage 19%
• Colorectal Surgery 18%
• Ileus 18%
• Machine Learning 17%
• Surgical Wound Infection 17%
• Data Accuracy 16%
• Quality Improvement 14%
• Practice Guidelines 14%
• Postoperative Complications 13%
• ROC Curve 12%
• Datasets 12%
• Health 7%