Published in Health Serv Res on December 01, 2010
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Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review. J Am Med Inform Assoc (2016) 1.00
Development and validation of a predictive model for detection of colorectal cancer in primary care by analysis of complete blood counts: a binational retrospective study. J Am Med Inform Assoc (2016) 0.96
Predicting out of intensive care unit cardiopulmonary arrest or death using electronic medical record data. BMC Med Inform Decis Mak (2013) 0.93
The Procedural Index for Mortality Risk (PIMR): an index calculated using administrative data to quantify the independent influence of procedures on risk of hospital death. BMC Health Serv Res (2011) 0.85
Risk-Adjusted In-Hospital Mortality Models for Congestive Heart Failure and Acute Myocardial Infarction: Value of Clinical Laboratory Data and Race/Ethnicity. Health Serv Res (2015) 0.80
Risk adjustment for health care financing in chronic disease: what are we missing by failing to account for disease severity? Med Care (2013) 0.79
Identification of risk factors for elevated transaminases in methotrexate users through an electronic health record. Arthritis Care Res (Hoboken) (2014) 0.78
The sensitivity of adverse event cost estimates to diagnostic coding error. Health Serv Res (2011) 0.77
Risk-adjustment models for heart failure patients' 30-day mortality and readmission rates: the incremental value of clinical data abstracted from medical charts beyond hospital discharge record. BMC Health Serv Res (2016) 0.75
A framework for feature extraction from hospital medical data with applications in risk prediction. BMC Bioinformatics (2014) 0.75
Predicting Readmission at Early Hospitalization Using Electronic Clinical Data: An Early Readmission Risk Score. Med Care (2016) 0.75
A Potential Cellular Explanation for the Increased Risk of Clostridium difficile Infection Due to Hypoalbuminemia: Reply Di Bella et al. Infect Control Hosp Epidemiol (2015) 0.75
The derivation and validation of a simple model for predicting in-hospital mortality of acutely admitted patients to internal medicine wards. Medicine (Baltimore) (2017) 0.75
A prediction rule to identify low-risk patients with community-acquired pneumonia. N Engl J Med (1997) 24.87
Use and misuse of the receiver operating characteristic curve in risk prediction. Circulation (2007) 20.44
Use of electronic health records in U.S. hospitals. N Engl J Med (2009) 14.36
Launching HITECH. N Engl J Med (2009) 7.89
Acute Physiology and Chronic Health Evaluation (APACHE) IV: hospital mortality assessment for today's critically ill patients. Crit Care Med (2006) 6.79
Risk stratification for in-hospital mortality in acutely decompensated heart failure: classification and regression tree analysis. JAMA (2005) 6.32
Epidemiology and outcomes of health-care-associated pneumonia: results from a large US database of culture-positive pneumonia. Chest (2005) 5.91
Enhancement of claims data to improve risk adjustment of hospital mortality. JAMA (2007) 4.16
Evaluation of the complication rate as a measure of quality of care in coronary artery bypass graft surgery. JAMA (1995) 3.39
Risk-adjusting hospital inpatient mortality using automated inpatient, outpatient, and laboratory databases. Med Care (2008) 2.70
Healthcare-associated bloodstream infection: A distinct entity? Insights from a large U.S. database. Crit Care Med (2006) 2.51
A clinical assessment of MedisGroups. JAMA (1988) 2.50
Prediction of the need for intensive care in patients who come to the emergency departments with acute chest pain. N Engl J Med (1996) 2.39
A prediction rule to identify low-risk patients with pulmonary embolism. Arch Intern Med (2006) 2.18
Veterans Affairs intensive care unit risk adjustment model: validation, updating, recalibration. Crit Care Med (2008) 2.17
Burden of early-onset candidemia: analysis of culture-positive bloodstream infections from a large U.S. database. Crit Care Med (2009) 1.93
Heart failure performance measures and outcomes: real or illusory gains. JAMA (2009) 1.82
Using automated clinical data for risk adjustment: development and validation of six disease-specific mortality predictive models for pay-for-performance. Med Care (2007) 1.75
Five next steps for a new national program for comparative-effectiveness research. N Engl J Med (2010) 1.60
Why do hospital death rates vary? N Engl J Med (2001) 1.49
The American Heart Association's principles for comparative effectiveness research: a policy statement from the American Heart Association. Circulation (2009) 1.33
Surgical site infections: Causative pathogens and associated outcomes. Am J Infect Control (2009) 1.28
Modifying ICD-9-CM coding of secondary diagnoses to improve risk-adjustment of inpatient mortality rates. Med Decis Making (2008) 1.15
Mortality and need for mechanical ventilation in acute exacerbations of chronic obstructive pulmonary disease: development and validation of a simple risk score. Arch Intern Med (2009) 1.01
Reductions in mortality associated with intensive public reporting of hospital outcomes. Am J Med Qual (2008) 0.88
Stage-based expert systems to guide a population of primary care patients to quit smoking, eat healthier, prevent skin cancer, and receive regular mammograms. Prev Med (2005) 2.95
A simple risk score accurately predicts in-hospital mortality, length of stay, and cost in acute upper GI bleeding. Gastrointest Endosc (2011) 2.37
Burden of early-onset candidemia: analysis of culture-positive bloodstream infections from a large U.S. database. Crit Care Med (2009) 1.93
Using automated clinical data for risk adjustment: development and validation of six disease-specific mortality predictive models for pay-for-performance. Med Care (2007) 1.75
Multiple risk expert systems interventions: impact of simultaneous stage-matched expert system interventions for smoking, high-fat diet, and sun exposure in a population of parents. Health Psychol (2004) 1.65
Pancreatic stent placement for duct disruption. Gastrointest Endosc (2002) 1.62
Demographic variables, smoking variables, and outcome across five studies. Health Psychol (2007) 1.55
Should Do-Not-Resuscitate status be included as a mortality risk adjustor? The impact of DNR variations on performance reporting. Med Care (2005) 1.54
Increased mortality and length of stay among patients with inflammatory bowel disease and hospital-acquired infections. Clin Gastroenterol Hepatol (2010) 1.51
Surgical site infections: Causative pathogens and associated outcomes. Am J Infect Control (2009) 1.28
A prospective evaluation of the bedside index for severity in acute pancreatitis score in assessing mortality and intermediate markers of severity in acute pancreatitis. Am J Gastroenterol (2009) 1.22
Developing and validating a risk score for lower-extremity amputation in patients hospitalized for a diabetic foot infection. Diabetes Care (2011) 1.18
Using electronic health record data to develop inpatient mortality predictive model: Acute Laboratory Risk of Mortality Score (ALaRMS). J Am Med Inform Assoc (2013) 1.13
Early changes in blood urea nitrogen predict mortality in acute pancreatitis. Gastroenterology (2009) 1.10
Using electronic health information to risk-stratify rates of Clostridium difficile infection in US hospitals. Infect Control Hosp Epidemiol (2011) 1.05
Development and validation of a mortality risk-adjustment model for patients hospitalized for exacerbations of chronic obstructive pulmonary disease. Med Care (2013) 1.03
Mortality and need for mechanical ventilation in acute exacerbations of chronic obstructive pulmonary disease: development and validation of a simple risk score. Arch Intern Med (2009) 1.01
Physician reminders to promote surveillance colonoscopy for colorectal adenomas: a randomized controlled trial. J Gen Intern Med (2008) 0.99
Predicting bacteremia among patients hospitalized for skin and skin-structure infections: derivation and validation of a risk score. Infect Control Hosp Epidemiol (2010) 0.96
Candidemia on presentation to the hospital: development and validation of a risk score. Crit Care (2009) 0.95
Health-related quality of life of heart failure and coronary artery disease patients improved during participation in disease management programs: a longitudinal observational study. Dis Manag (2007) 0.94
Evaluating nicotine replacement therapy and stage-based therapies in a population-based effectiveness trial. J Consult Clin Psychol (2006) 0.92
Computerized adaptive testing of diabetes impact: a feasibility study of Hispanics and non-Hispanics in an active clinic population. Qual Life Res (2006) 0.91
Validation of a novel risk score for severity of illness in acute exacerbations of COPD. Chest (2011) 0.91
Cancer prevention in primary care: predictors of patient counseling across four risk behaviors over 24 months. Prev Med (2007) 0.88
Burden of sodium abnormalities in patients hospitalized for heart failure. Congest Heart Fail (2011) 0.88
Reductions in mortality associated with intensive public reporting of hospital outcomes. Am J Med Qual (2008) 0.88
Attributable burden of hospital-onset Clostridium difficile infection: a propensity score matching study. Infect Control Hosp Epidemiol (2013) 0.85
The impact of hospital-acquired infection on outcome in acute pancreatitis. Gastroenterology (2008) 0.83
Mapping MOS Sleep Scale scores to SF-6D utility index. Curr Med Res Opin (2007) 0.82
Baseline stage, severity, and effort effects differentiate stable smokers from maintainers and relapsers. Subst Use Misuse (2011) 0.80
Early hemoconcentration predicts increased mortality only among transferred patients with acute pancreatitis. Pancreatology (2009) 0.79
Predicting the need for mechanical ventilation in acute exacerbations of chronic obstructive pulmonary disease: comparing the CURB-65 and BAP-65 scores. J Crit Care (2012) 0.78
Severe acute hypertension among inpatients admitted from the emergency department. J Hosp Med (2011) 0.77
Innovative Use of Existing Public and Private Data Sources for Postmarketing Surveillance of Central Line-Associated Bloodstream Infections Associated With Intravenous Needleless Connectors. J Infus Nurs (2016) 0.75
Diagnosis of Chronic Pancreatitis Incorporating Endosonographic Features, Demographics, and Behavioral Risk. Pancreas (2017) 0.75
Predicting Readmission at Early Hospitalization Using Electronic Clinical Data: An Early Readmission Risk Score. Med Care (2016) 0.75
A Potential Cellular Explanation for the Increased Risk of Clostridium difficile Infection Due to Hypoalbuminemia: Reply Di Bella et al. Infect Control Hosp Epidemiol (2015) 0.75
Using enriched observational data to develop and validate age-specific mortality risk adjustment models for hospitalized pediatric patients. Med Care (2013) 0.75
Response to Letter From Joseph P. Parker, PhD. Med Care (2005) 0.75