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References from Are the Charlson and Elixhauser comorbidity indices reliable predictors of postoperative delirium in abdominal surgery?. Local targets link to admitted publications; unresolved targets remain external evidence.
Independent predictors of the duration and overall burden of postoperative delirium after cardiac surgery in adults: an observational cohort study
10.1053/j.jvca.2017.03.042 · 2017 · External reference
Delirium in elderly patients and the risk of postdischarge mortality, institutionalization, and dementia: a meta-analysis
10.1001/jama.2010.1013 · 2010 · External reference
Trajectory of functional recovery after postoperative delirium in elective surgery
10.1097/sla.0000000000001952 · 2017 · External reference
One-year health care costs associated with delirium in the elderly population
10.1001/archinternmed.2007.4 · 2008 · External reference
Effect of delirium and other major complications on outcomes after elective surgery in older adults
10.1001/jamasurg.2015.2606 · 2015 · External reference
The age-adjusted charlson comorbidity index predicts post-operative delirium in the elderly following thoracic and abdominal surgery: a prospective observational cohort study
2022 · External reference
The economic cost of delirium: a systematic review and quality assessment
10.1002/alz.12262 · 2021 · External reference
Postoperative delirium in lung cancer anatomical resection—analysis of risk factors and prognosis
10.1007/s00268-022-06442-y · 2022 · External reference
A new method of classifying prognostic comorbidity in longitudinal studies: development and validation
10.1016/0021-9681(87)90171-8 · 1987 · External reference
Perioperative risk factors associated with increased incidence of postoperative delirium: systematic review, meta-analysis, and grading of recommendations assessment, development, and evaluation system report of clinical literature
10.1016/j.bja.2022.05.032 · 2023 · External reference
Perioperative factors associated with postoperative delirium in patients undergoing noncardiac surgery: an individual patient data meta-analysis
10.1001/jamanetworkopen.2023.37239 · 2023 · External reference
Comorbidity measures for use with administrative data
10.1097/00005650-199801000-00004 · 1998 · External reference
Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data
10.1097/01.mlr.0000182534.19832.83 · 2005 · External reference
A modification of the elixhauser comorbidity measures into a point system for hospital death using administrative data
10.1097/mlr.0b013e31819432e5 · 2009 · External reference
Risk factors associated with treatment of hyperactive postoperative delirium in elderly patients following hip fracture surgery under regional anesthesia: a nationwide population-based study
2022 · External reference
MIMIC-IV, a freely accessible electronic health record dataset
10.1038/s41597-022-01899-x · 2023 · External reference
PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals
10.1161/01.cir.101.23.e215 · 2000 · External reference
Executive function and depression as independent risk factors for postoperative delirium
10.1097/aln.0b013e31819b5bc2 · 2009 · External reference
Depression as a predictor of postoperative delirium after cardiac surgery: a systematic review and meta-analysis
10.1093/icvts/ivaa277 · 2021 · External reference
Postoperative delirium in the elderly: risk factors and outcomes
10.1097/sla.0b013e31818e4776 · 2009 · External reference
Post-operative delirium is associated with poor cognitive outcome and dementia
10.1159/000091022 · 2006 · External reference
Alcohol consumption may be associated with postoperative delirium in the elderly: the PNDABLE study
10.1186/s12871-023-02178-x · 2023 · External reference
Postoperative delirium in patients with history of alcohol abuse
10.1016/j.redare.2017.02.001 · 2017 · External reference
Association of postoperative delirium and parkinson disease after common United States surgical procedures
10.1016/j.jss.2023.06.051 · 2023 · External reference
Parkinson’s disease-related non-motor features as risk factors for post-operative delirium in spinal surgery
10.1371/journal.pone.0195749 · 2018 · External reference
Unresolved reference
2009 · External reference
Scikit-learn: Machine learning in python
2011 · External reference
SciPy 1.0: fundamental algorithms for scientific computing in python
10.1038/s41592-019-0686-2 · 2020 · External reference
Matplotlib–a portable python plotting package
2005 · External reference
Seaborn: statistical data visualization
10.21105/joss.03021 · 2021 · External reference
Calibration: the achilles heel of predictive analytics
10.1186/s12916-019-1466-7 · 2019 · External reference
The area under the precision-recall curve as a performance metric for rare binary events
10.1111/2041-210x.13140 · 2019 · External reference
Comparing charlson and elixhauser comorbidity indices with different weightings to predict in-hospital mortality: an analysis of national inpatient data
10.1186/s12913-020-05999-5 · 2021 · External reference
Incidence of postoperative delirium in older adults undergoing surgical procedures: a systematic literature review and meta-analysis
10.1111/wvn.12649 · 2023 · External reference
Delirium is frequently underdiagnosed among older hospitalised patients despite available information in hospital medical records
10.1093/ageing/afae006 · 2024 · External reference
Delirium in intensive care: an under-diagnosed reality
10.5935/0103-507x.20130025 · 2013 · External reference
Using the johns hopkins aggregated diagnosis groups (ADGs) to predict mortality in a general adult population cohort in ontario, Canada
10.1097/mlr.0b013e318215d5e2 · 2011 · External reference
Predicting 1 year mortality in an outpatient haemodialysis population: a comparison of comorbidity instruments
10.1093/ndt/gfg571 · 2004 · External reference
The shapley value
2002 · External reference
