Concepedia

Development and validation of a machine learning ASA-score to identify candidates for comprehensive preoperative screening and risk stratification

Karuna Wongtangman, Boudewijn Aasman, Shweta Garg, Annika S. Witt, Arshia A. Harandi, Omid Azimaraghi, Parsa Mirhaji, Selvin Soby, Preeti Anand, Carina P. Himes,

Journal of Clinical Anesthesia · 2023 · 38 citations · 39 references

Concepts

MedicinePerioperative MedicineSurgeryDiagnostic AssessmentRisk AnalysisRisk AssessmentPreoperative AssessmentPreoperative EvaluationPreoperative OptimizationPreoperative Risk AssessmentRisk StratificationScreeningPatient Risk ClassificationPerioperative Risk Prediction ModelsPostoperative Risk PredictionScreening Risk StratificationSurgical Risk Prediction

References

39

Interrater reliability: the kappa statistic

Marry L. McHugh · Biochemia Medica · 2012 · 18.6K citations · Full text

Social Sciences, Psychology, Metrology +14

Derivation and Prospective Validation of a Simple Index for Prediction of Cardiac Risk of Major Noncardiac Surgery

Thomas H. Lee, Edward R. Marcantonio, Carol M. Mangione et al. · Circulation · 1999 · 3.7K citations · Full text

Medicine, Perioperative Medicine, Surgery +17

Scalable and accurate deep learning with electronic health records

npj Digital Medicine · 2018 · 2.4K citations · Full text

Computing, Biomedical Informatics, Health Informatics +16

Scalable and accurate deep learning with electronic health records.

2018 · 2.4K citations

Computing, Biomedical Informatics, Health Informatics +16

Comparing methods of measurement: why plotting difference against standard method is misleading

John M. Bland, Douglas G. Altman · The Lancet · 1995 · 2.4K citations

Social Sciences, Educational Measurement, Metrology +11