Concepedia

Prediction of severe chest injury using natural language processing from the electronic health record

Sujay Kulshrestha, Dmitriy Dligach, Cara Joyce, Marshall S. Baker, Richard Gonzalez, Ann P. O’Rourke, Joshua Glazer, Anne M. Stey, Jacqueline M. Kruser, Matthew M. Churpek,

Injury · 2020 · 34 citations · 26 references

Open access

Concepts

ComputingBiomedical InformaticsHealth InformaticsClinical Decision SupportElectronic Health RecordsNatural Language ProcessingClinical Natural Language ProcessingElectronic Health Record AnalyticsInformation ExtractionLanguage ModelingNatural Language UnderstandingText MiningAdverse Injury Event DetectionChest Injury PreventionClinical Event ExtractionDisease Concept ExtractionElectronic Health Record PredictionElectronic Health Record Risk Factor ExtractionElectronic Health Record-based Risk Detection

References

26

Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach

Elizabeth R. DeLong, David M. DeLong, Daniel L. Clarke‐Pearson · Biometrics · 1988 · 22.3K citations

Natural Sciences, Biostatistics, Diagnostic Assessment +16

Regularization and Variable Selection Via the Elastic Net

Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21K citations · Full text

Computing, Computer Science, Data Science +15

Introduction to information retrieval

Choice Reviews Online · 2009 · 12.6K citations

Computing, Computer Science, Information Retrieval +16

Index for rating diagnostic tests

W. J. Youden · Cancer · 1950 · 11.5K citations · Full text

Education, Educational Assessment, Educational Measurement +11

Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond

Michael J. Pencina, Ralph B. D' Agostino, Ralph B. D' Agostino et al. · Statistics in Medicine · 2007 · 6.3K citations · Full text

Medicine, Biostatistics, Cardiology +17