The American journal of emergency medicine
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The objective of this study was to develop and validate a decision model, using an artificial neural network, that predicts infection in uncomplicated, traumatic, sutured wounds. The study was a prospective, cohort study of all patients presenting to the emergency department of a county teaching hospital with uncomplicated wounds that required suturing. In evaluating and treating wounds, emergency medicine (EM) faculty and residents, resident physicians in primary-care specialties, and supervised medical students on EM clerkships followed a standardized wound-management protocol. ⋯ To derive a decision equation for the model, the network was trained on data from half of the subjects and tested on the remainder. When used as a diagnostic test for wound infection, the decision model had a sensitivity of 70%, as compared to 54% for physicians, and a specificity of 76%, as compared to 78% for physicians. We conclude that through the use of combinations of 7 clinical variables available at the time of initial wound management, a neural network-derived decision model may be used to identify uncomplicated, traumatic wounds at higher risk for infection.
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The study objective was to describe the morbidity of patients presenting with heroin overdose (HOD)-induced noncardiogenic pulmonary edema (NCPE) at an urban ED. A retrospective chart review of patients presenting between 1996 and 1999 with the diagnosis of HOD was conducted. Using a standardized data abstraction form, information on prehospital care, ED care, demographics, and cointoxications was collected. ⋯ The average admitted duration of use was 2.9 years for those who developed NCPE compared with 13.2 years for those who did not. Five (42%) NCPE patients tested positive for cocaine use and 7 (58%) tested positive for alcohol. In this cohort, the NCPE patients were male and less experienced users with initial low relative risk and Glasgow Coma Scale which demanded prehospital naloxone use. (Am J Emerg Med 2003;21:32-34.
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The objective of this study was to examine the influence of frequent emergency department (ED) use on early returns to the ED at a large rural academic medical center. An analysis was done of all 35,440 visits by 22,442 individuals to a large rural academic medical center ED during calendar year 2000. Of 35,440 ED visits, there were 1,992 (5.62%) return visits within 72 hours (early return). ⋯ Of 22,442 individuals who came to the ED during the study period, 1,601 (7.13%) returned within 72 hours. Frequency of ED use by a particular individual (4 or more visits per year) was also a predictor of early return for that individual (OR 14.55, 95% CI 12.84-16.48; Wald chi(2), P <.000001). The high rate of early returns to this rural academic ED was significantly associated with frequent visits (4 or more times per year) to the ED by particular individual.
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To determine whether patients given prescriptions for acetaminophen-containing narcotic analgesics receive appropriate discharge instructions to reduce their intake of or stop taking other acetaminophen-containing products, we evaluated discharge instructions given by an urban, tertiary-care emergency department from September 1 to September 18, 2001 to find patients discharged while taking narcotic-analgesic compounds containing acetaminophen. We evaluated these discharge instructions to determine whether they included instructions to reduce or discontinue the use of acetaminophen compounds. ⋯ Emergency physicians, during the specified study period, did not explain to their patients the need to reduce the use of other acetaminophen-containing products when prescribing acetaminophen-containing medications. Further inquiry into this potentially dangerous activity is warranted.
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The study was to determine the effect of preexisting pain on the perception of a painful stimulus. We conducted a cross-section study at an urban ED using convenience sampling. Adult patients who had a 20-g IV catheter placed as part of their ED care were eligible for the study. ⋯ The pain of IV placement did not differ significantly by gender, race, who placed the IV, or the location of the IV. The correlation between baseline pain and pain of the IV placement was poor (rho =.14, confidence interval:-.06-.33). The response to a standardized painful stimulus among ED patients does not correlate highly with the severity of preexisting pain.