PubMed · 2001 · 587 citations · 21 references
MedicineClinical SciencesEmergency MedicineClinical Decision SupportEmergencyPulmonologyDiagnostic CriteriaDiagnostic EvaluationPulmonary AssessmentPulmonary EmbolismClinical PrevalenceClinical Score EvaluationLogistic RegressionLogistic Regression AnalysisLow Probability Of DetectionPulmonary Embolism Risk StratificationStandardized Assessment InstrumentsThromboembolic Risk Stratification
OBJECTIVE: To develop a simple standardized clinical score to stratify emergency ward patients with clinically suspected pulmonary embolism (PE) into groups with a high, intermediate, or low probability of PE to improve and simplify the diagnostic approach. METHODS: Analysis of a database of 1090 consecutive patients admitted to the emergency ward for suspected PE in whom diagnosis of PE was ruled in or out by a standard diagnostic algorithm. Logistic regression was used to predict clinical parameters associated with PE. RESULTS: A total of 296 (27%) of 1090 patients were found to have PE. The optimal estimate of clinical probability was based on 8 variables: recent surgery, previous thromboembolic event, older age, hypocapnia, hypoxemia, tachycardia, band atelectasis, or elevation of a hemidiaphragm on chest x-ray film. A probability score was calculated by adding points assigned to these variables. A cutoff score of 4 best identified patients with low probability of PE. A total of 486 patients (49%) had a low clinical probability of PE (score </=4), of which 50 (10.3%) had a proven PE. The prevalence of PE was 38% in the 437 patients with an intermediate probability (score of 5-8; n = 437) and 81% in the 63 patients with a high probability (score >/=9). CONCLUSIONS: This clinical score, based on easily available and objective variables, provides a standardized assessment of the clinical probability of PE. Applying this score to emergency ward patients suspected of having PE could allow a more effective diagnostic process.
21
Value of the Ventilation/Perfusion Scan in Acute Pulmonary Embolism
JAMA · 1990 · 2.7K citations
An Introduction to the Bootstrap
Scott D. Grimshaw, Bradley Efron, Robert Tibshirani · Technometrics · 1995 · 2.2K citations
Natural Sciences, Astronomy, Physics +11
Statistical Data Analysis in the Computer Age
Bradley Efron, Robert Tibshirani · Science · 1991 · 1.2K citations