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Lung scan interpretation: effect of different observers and different criteria.

Many nuclear medicine physicians use criteria put forth by McNeil or Biello et al. to interpret lung scintigrams, while others use an integration of these and other reported or personal criteria. Interobserver variation within these schemes has not been assessed, nor have the schemes been compared with each other using the same set of scans. Two experienced nuclear medicine physicians independently read 98 scans that were collected over a two year period and that had angiographic correlation. Perfusion, ventilation, and radiographic abnormalities were described objectively, and each case was assigned to a McNeil category, a Biello category, and an estimate of probability was made based on the reader's own synthesis of criteria (modified criteria). The two readers differed widely in describing the number, size, and location of abnormalities. Despite the large interobserver variation in objective descriptions, there were no statistically significant differences between the receiver operating characteristic (ROC) curves for each reader. When the ROC curves for each set of criteria were compared, the results did not confirm that one set of criteria was clearly superior to another. The Biello and modified criteria did classify fewer cases as indeterminate or intermediate probability without a drop in overall accuracy. When data were subdivided by year, analysis still showed no statistically significant differences between criteria or readers. There was, however, a significant difference (P less than .001) in overall accuracy when ROC curves for the two years were compared. This has implications for data obtained in retrospective studies of lung scintigraphy.

Angiography↗

Use of clinical audit for revalidation: is it sufficiently accurate?

In order to provide better patient care, clinicians will be subject to revalidation and re-certification. This may be partially based on existing and ongoing data collection, yet many units fail to incorporate mechanisms that validate the data that may be used. The accuracy of audit data was evaluated in a unit that has been using commercially available audit software for over 10 years. A total of 655 consecutive surgical admissions were documented over a 6-month period and errors in data collection and entry were gathered and analyzed. An overall accuracy of 90.5% was confirmed but examination of the data found them to be open to misinterpretation. Moreover, 13% of errors were made during a single week when locum staff were involved. The study highlights the fallibility of data collection during audit, and urges caution if using such data when judging performance-related issues as part of the process of appraisal.

Certification↗

Intravenous aminophylline for acute severe asthma in children over two years receiving inhaled bronchodilators.

BACKGROUND: Since the advent of inhaled beta2-agonists, anticholinergic agents and glucocorticoids, the role of aminophylline in paediatric acute asthma has become less clear. There remains some consensus that it is beneficial in children with acute severe asthma, receiving maximised therapy (oxygen, inhaled bronchodilators, and glucocorticoids). OBJECTIVES: To determine if the addition of intravenous aminophylline produces a beneficial effect in children with acute severe asthma receiving conventional therapy. SEARCH STRATEGY: The Cochrane Airways Group register of trials was used to identify relevant studies. The latest search was carried out in December 2004 SELECTION CRITERIA: Randomised-controlled trials comparing intravenous aminophylline with placebo in addition to usual care in children met the inclusion criteria. DATA COLLECTION AND ANALYSIS: Two reviewers independently assessed studies and extracted data. Disagreement in the selection of trials was resolved by consensus. Attempts were made to contact authors to verify accuracy of data. MAIN RESULTS: Seven trials met the inclusion criteria (380 participants). Methodological quality was high. All studies recruited children with acute severe asthma and requiring hospital admission. Six studies sought participants who were unresponsive to nebulised short-acting beta-agonist and administered systemic steroids to study participants. In two studies where some children were able to perform spirometry, baseline FEV1 was between 35 and 45% predicted. The addition of aminophylline to steroids and beta2-agonist significantly improved FEV1% predicted over placebo at 6-8 hours, 12-18 hours and 24 hours. Aminophylline led to a greater improvement in PEF% predicted over placebo at 12-18 hours. There was no significant difference in length of hospital stay, symptoms, frequency of nebulsations and mechanical ventilation rates. There were insufficient data to permit aggregation for oxygenation and duration of supplemental oxygen therapy. Aminophylline led to a three-fold increase in the risk of vomiting. There was no significant difference between treatment groups with regard to hypokalaemia, headaches, tremour, seizures, arrhythmias and deaths. AUTHORS' CONCLUSIONS: In children with a severe asthma exacerbation, the addition of intravenous aminophylline to beta2-agonists and glucocorticoids (with or without anticholinergics) improves lung function within 6 hours of treatment. However there is no apparent reduction in symptoms, number of nebulised treatment and length of hospital stay. There is insufficient evidence to assess the impact on oxygenation, PICU admission and mechanical ventilation. Aminophylline is associated with a significant increased risk of vomiting.

Acute Disease↗

Monitoring the accuracy of a PACS image database.

"What you don't know won't hurt you" is a proverb that does not apply to a database on which patient lives depend. One of the core components of the picture Archiving and communications system (PACS) is an image database that contains the location and state of images and their corresponding demographic information. An image associated with the wrong patient name has potentially devastating implications, especially if the error is not caught early. This article describes how Texas Children's Hospital addresses the challenge of ensuring the accuracy of data of our PACS image database. It presents the routine checks that our PACS analysts perform every three hours and on a daily and monthly basis. These include steps involved in "fixing" exam data when an examination has missing or incorrect demographic information. In addition, this report compares how our institution assured accuracy of our film-based archive before PACS. Human error is the source of most inaccuracies in the image database, and automation such as bar code scanners and DICOM Modality Work List management have decreased their frequency, but without totally eliminating them. Some errors are routinely generated by the nature of radiology imaging operations and the limitations of devices for automating those operations. For example, computed tomography exams of the head, chest, and abdomen are routinely acquired during the same scan but must be separated into different exams for interpretation by different physicians. Factors contributing to inaccurate information include major system modifications, such as software or hardware upgrades, service interruptions, inaccurate problem descriptions provided by the user to the PACS analyst, and steps taken by the PACS analyst or technologist to correct errors.

Quality Control↗

Operationalizing a bedside pen entry notebook clinical database system in consultation-liaison psychiatry.

No current system of computerized data entry of clinical information in consultation-liaison (C-L) psychiatry has been well received or has demonstrated that it saves the consultant's time. The inability to achieve accurate, complete, systematic collection of discrete variables and data entry in the harried C-L setting is a major impediment to the advancement of the subspecialty and health services research. The hand-held Notebook computer with Windows PEN ENTRY MICROCARES capabilities has permitted one-time direct entry of data at the time of collection at the patient's bedside. Variable choice and selection enhances the completeness and accuracy of data collection. For example, ICD-9, Axis III diagnoses may be selected from a "look-up" which at the same time automatically assigns the appropriate code and diagnostic-related groups, (DRG) number. A patient narrative can be typed at the nurse's station, a chart note printed for the medical record, and the MICRO-CARES literature database perused with the printing of selected citations, abstracts, and in some cases experts' commentaries for the consultee. The consultant's documentation time is halved using the NOTEBOOK WINDOWS PEN ENTRY MICRO-CARES software, with the advantage of more accurate and complete data description than with the traditional handwritten consultation records. Consultees preferred typewritten in contrast to handwritten notes. The cost of the hardware (about $2000) is less than that of an optical scanner, and it permits report generation and archival searches at the nurses' station without returning to the C-L office for scanning. Radio frequency or ethernet download from the Notebook permits direct data transfer to th C-L office archive computer.

Attitude of Health Personnel↗

Computer based pattern recognition of carotid arterial disease using pulsed Doppler ultrasound.

A minicomputer based system has been developed for studying carotid artery blood flow data obtained for a combined B-mode, pulsed Doppler ultrasound scanner. The goals of this work are to devise and improve techniques for estimating the extent of atherosclerosis at the carotid artery bifurcation. Features are automatically extracted from spectrum analyzed Doppler blood flow data. Five statistical pattern recognition algorithms are compared, with cross validation being used to improve the estimate of classification accuracy. A data collection protocol has been devised in which four sites are studied along each carotid arterial system. Classification of unknowns is done using a hierarchy of three decisions.

Adult↗

Robustness of Ancestral Sequence Reconstruction to Among-site and Among-lineage Evolutionary Heterogeneity.

Ancestral sequence reconstruction is typically performed using homogeneous evolutionary models, which assume that the same substitution propensities affect all sites and lineages. These assumptions are routinely violated: heterogeneous structural and functional constraints favor different amino acids at different sites, and these constraints often change among lineages as epistatic substitutions accrue at other sites. To evaluate how violations of the homogeneity assumption affect ancestral sequence reconstruction under realistic conditions, we developed site-specific substitution models and parameterized them using data from deep mutational scanning experiments on three protein families; we then used these models to perform ancestral sequence reconstruction on the empirical alignments and on alignments simulated under heterogeneous conditions derived from the experiments. Extensive among-site and -lineage heterogeneity is present in these datasets, but the sequences reconstructed from empirical alignments are almost identical when heterogeneous or homogeneous models are used for ancestral sequence reconstruction. Using models fit to deep mutational scanning data from distantly related proteins in which mutational effects are very different also has a minimal impact on ancestral sequence reconstruction. The rare differences occur primarily where phylogenetic signal is weak-at fast-evolving sites and nodes connected by long branches. When ancestral sequence reconstruction is performed on simulated data, errors in the reconstructed sequences become more likely as branch lengths increase, but incorporating heterogeneity into the model does not improve accuracy. These data establish that ancestral sequence reconstruction is robust to unincorporated realistic forms of evolutionary heterogeneity, because the primary determinant of ancestral sequence reconstruction is phylogenetic signal, not the substitution model. The best way to improve accuracy is therefore not to develop more elaborate models but to apply ancestral sequence reconstruction to densely sampled alignments that maximize phylogenetic signal at the nodes of interest.

Phylogeny↗

Lowering the thyroid dose in screening examinations of the cervical spine.

The first objective of this study was to test the hypothesis that a lower-dose (14.1 mGy thyroid dose) protocol for helical computed tomography (CT) of the entire cervical spine demonstrates equivalent technical adequacy and diagnostic accuracy as the standard-dose protocol (26.0 mGy thyroid dose) used at our institution. The second objective was to estimate the excess thyroid cancer mortality for three cervical spine screening protocols. Eight patients underwent two helical CT acquisitions of the entire cervical spine (standard and lower dose); from these acquisitions, a database of 128 randomized images (64 standard dose and 64 lower dose) was constructed. Three radiologists evaluated each of the 128 images for technical adequacy and, if the image was technically adequate, diagnostic accuracy. Historical data of excess thyroid cancer mortality stratified by age and sex were used to estimate the impact of lowering the thyroid dose in cervical spine screening. Estimates used a linear extrapolation of mortality data. The lower-dose protocol for helical CT of the entire cervical spine demonstrates equivalent technical adequacy and diagnostic accuracy as the standard protocol. The excess thyroid cancer mortality is a function of patient age and sex; for 25-year-old men, the excess mortality per 100,000 patients is 96.7 (standard-dose CT), 52.4 (lower-dose CT), and 6.7 (radiographs alone, 1.8 mGy thyroid dose). The equivalent technical adequacy and diagnostic accuracy of a lower-dose protocol for helical CT of the entire cervical spine support its implementation in routine screening. The excess thyroid mortality emphasizes the need to maintain an open dialogue with our referring clinicians with respect to the mechanism of injury, clinical findings, and radiation risks.

Adolescent↗

Activity-independent prespecification of synaptic partners in the visual map of Drosophila.

Specifying synaptic partners and regulating synaptic numbers are at least partly activity-dependent processes during visual map formation in all systems investigated to date . In Drosophila, six photoreceptors that view the same point in visual space have to be sorted into synaptic modules called cartridges in order to form a visuotopically correct map . Synapse numbers per photoreceptor terminal and cartridge are both precisely regulated . However, it is unknown whether an activity-dependent mechanism or a genetically encoded developmental program regulates synapse numbers. We performed a large-scale quantitative ultrastructural analysis of photoreceptor synapses in mutants affecting the generation of electrical potentials (norpA, trp;trpl), neurotransmitter release (hdc, syt), vesicle endocytosis (synj), the trafficking of specific guidance molecules during photoreceptor targeting (sec15), a specific guidance receptor required for visual map formation (Dlar), and 57 other novel synaptic mutants affecting 43 genes. Remarkably, in all these mutants, individual photoreceptors form the correct number of synapses per presynaptic terminal independently of cartridge composition. Hence, our data show that each photoreceptor forms a precise and constant number of afferent synapses independently of neuronal activity and partner accuracy. Our data suggest cell-autonomous control of synapse numbers as part of a developmental program of activity-independent steps that lead to a "hard-wired" visual map in the fly brain.

Animals↗

Application of a surface matching image registration technique to the correlation of cardiac studies in positron emission tomography (PET) by transmission images.

The aim of this work is to assess the accuracy of a surface matching registration (SMR) technique for the correlation of cardiac studies in positron emission tomography (PET). Registration parameters were estimated by matching corresponding body surfaces, extracted from transmission studies, aligned to the PET emission images to be correlated. The accuracy of the SMR technique in this specific application was assessed by computer simulations, phantom experiments and on clinical PET data. Registration accuracy was evaluated in relation to the body surfaces (external, internal and the combination of the two) used by the SMR method. Better results were found when matching shaped and irregular surfaces such as internal lung contours. The robustness of the method was verified for different counting statistics recorded in transmission images. A clinical validation of the SMR method was performed on fluorine-18-deoxyglucose PET cardiac studies.

Computer Simulation↗

[The relationship between health and job quitting in female workers of the electronics assembly industry in Tijuana].

OBJECTIVE: To examine the health, labor and social factors which contribute to quitting work in two transnational electronic parts factories in Tijuana, Mexico. MATERIAL AND METHODS: A cohort study of 725 women employed either at a Japanese or an American electronic parts factory in Tijuana was performed between January 1992 and March 1994. The sample was stratified in two time intervals < or = 30 or > 30 days of work. Follow up was continued until quitting or end of the observation period, by recollecting data regarding health, social and occupational variables from different logs and reports provided by the employer. Reasons for quitting and accuracy of data obtained from logs and reports were evaluated through a follow up interview applied to 46% (n = 148) of the women who had quit, and were located approximately 12 months after ceasing to work (SD = 6.7). RESULTS: The estimated cumulative probabilities of quitting were 67% during the first year and 81% during the second. Newcomers to the work force, a day shift and the company is nationality were predictors the of quitting within 30 days. Smoking, surgical antecedents and paid leave due to illness were predictors for quitting after 30 days. In contrast, quitting rate after 30 days was lower in women with a history of chronic disease. CONCLUSIONS: Quitting work is high and selective among workers female electronic factories. While occupational factors are associated with workers quitting early, health factors are stronger predictors for quitting after 30 days.

Adult↗

Evaluating the accuracy of using population pharmacokinetic data to predict plasma concentrations of alfentanil.

A major reason for quantitating the relationship of drug dose to plasma concentration is to design optimal drug administration schemes (i.e., those that can achieve desired target concentrations of a drug). Recently, the authors completed a population pharmacokinetic analysis of the new opioid alfentanil using the computer program NONMEM. This analysis quantified the effects of age, weight, and sex on disposition of alfentanil in 45 patients, and determined the average pharmacokinetic profile of the drug for the group. Using these population pharmacokinetic parameters, one can predict (estimate) the plasma concentration time course of alfentanil for any given dosage scheme. The present study evaluated the accuracy with which one could use these population data to predict plasma concentrations of alfentanil in a different group of surgical patients given iv boluses and a variable-rate infusion of alfentanil for induction and maintenance of anesthesia for abdominal and superficial surgery. A total of 597 plasma concentrations of alfentanil were measured for 19 patients. For each measured concentration, we used the population pharmacokinetic parameters obtained previously with NONMEM to calculate a predicted concentration. Accuracy and precision of the prediction were assessed by the mean bias of the prediction and by the mean absolute prediction error, respectively. The mean bias (+/- SE) (systematic over- or underprediction) was -7.9 +/- 5.2%. The mean absolute error (+/- SE), a measure of the precision, was 22.3 +/- 2.9%. Therefore, the authors' previously described population pharmacokinetic parameters for alfentanil appear to be "robust," and can be used to design computerized schemes for administration of alfentanil for general surgery.

Adult↗

Of mice and men--data capture in the clinical environment.

We have considered the problem of data capture in the critical care area. Review of previous work on the use of alternative input devices for speed and accuracy of data entry yields conflicting information but suggests that requirements depend on input task, data type and skill of the user. We have performed comparative studies of the QWERTY keybord, cursor control keys, mouse and graphics tablet for data entry in two intensive therapy unit (ITU) environments. The graphics tablet proved overall the best of the devices studied. We report the potential applications of this type of input device.

Computer Systems↗

Cost-effectiveness of alternative management strategies for patients with solitary pulmonary nodules.

BACKGROUND: Positron emission tomography (PET) with 18-fluorodeoxyglucose (FDG) is a potentially useful but expensive test to diagnose solitary pulmonary nodules. OBJECTIVE: To evaluate the cost-effectiveness of strategies for pulmonary nodule diagnosis and to specifically compare strategies that did and did not include FDG-PET. DESIGN: Decision model. DATA SOURCES: Accuracy and complications of diagnostic tests were estimated by using meta-analysis and literature review. Modeled survival was based on data from a large tumor registry. Cost estimates were derived from Medicare reimbursement and other sources. TARGET POPULATION: All adult patients with a new, noncalcified pulmonary nodule seen on chest radiograph. TIME HORIZON: Patient lifetime. PERSPECTIVE: Societal. INTERVENTION: 40 clinically plausible combinations of 5 diagnostic interventions, including computed tomography, FDG-PET, transthoracic needle biopsy, surgery, and watchful waiting. OUTCOME MEASURES: Costs, quality-adjusted life-years (QALYs), and incremental cost-effectiveness ratios. RESULTS OF BASE-CASE ANALYSIS: The cost-effectiveness of strategies depended critically on the pretest probability of malignancy. For patients with low pretest probability (26%), strategies that used FDG-PET selectively when computed tomography results were possibly malignant cost as little as 20 000 dollars per QALY gained. For patients with high pretest probability (79%), strategies that used FDG-PET selectively when computed tomography results were benign cost as little as 16 000 dollars per QALY gained. For patients with intermediate pretest probability (55%), FDG-PET strategies cost more than 220 000 dollars per QALY gained because they were more costly but only marginally more effective than computed tomography-based strategies. RESULTS OF SENSITIVITY ANALYSIS: The choice of strategy also depended on the risk for surgical complications, the probability of nondiagnostic needle biopsy, the sensitivity of computed tomography, and patient preferences for time spent in watchful waiting. In probabilistic sensitivity analysis, FDG-PET strategies were cost saving or cost less than 100 000 dollars per QALY gained in 76.7%, 24.4%, and 99.9% of computer simulations for patients with low, intermediate, and high pretest probability, respectively. CONCLUSIONS: FDG-PET should be used selectively when pretest probability and computed tomography findings are discordant or in patients with intermediate pretest probability who are at high risk for surgical complications. In most other circumstances, computed tomography-based strategies result in similar quality-adjusted life-years and lower costs.

Algorithms↗

Enhancing the cost-effective practice of medicine: the physician's perspective.

Data-driven process improvement, such as that at Harper Hospital described earlier, requires several critical elements. First, data must be readily available, accurate, timely, and easy to analyze. Over 200 charts and graphs were produced at Harper Hospital to support the work of the five teams. Often, teams met weekly and data had to be accessed, analyzed, and turned around in five working days. Without the right systems, this is impossible. Second, accuracy of data and accessibility are issues. Sometimes, data are not accessible because of disparate systems or databases, or because they are not collected in a format to support analysis. An example of the latter occurred at Harper Hospital when it was discovered that surgical OR supplies were billed at one inclusive rate and that the detail data were not collected in an automated system. Manual analysis could not be done in the time frame required and momentum was lost. Next, timeliness is an issue when physicians are asked to make decisions using dated data. For most purposes, data should be no more than three months old. Ideally, two weeks should be the limit. Some hospitals are making new data available hourly. Trends change too rapidly, lengths of stay shorten, new antibiotics are introduced, new treatments are available, and reimbursement changes too often to use old data for decision making. Lastly, tools should be readily available to bring the story from the numbers. Graphs, charts, and statistics need to be used much more often and in more imaginative ways. As the health care information industry makes databases more user-friendly, physicians will understand and regain their potential to use medical science to improve the lives of their patients.

Coronary Artery Bypass↗

Evaluation of VoiceType Dictation for Windows for the radiologist.

The accuracy of the radiology vocabulary domain of the IBM VoiceType Dictation for Windows speech recognition system for use in a clinical setting was evaluated. Six men and one woman dictated a case report under several conditions. The impact of vocabulary domain, microphone position, personal enrollment, and background noise were assessed. The dictations were exported to Microsoft Word 6.0, printed, and graded for accuracy. The data were expressed as a percentage correct. The enrollment and training processes took an average of 5 hours to complete. The accuracy of VoiceType Dictation was significantly reduced by speech volume and background noise level so that it could not be used to dictate clinical information accurately in a hospital setting. Although IBM's VoiceType Dictation with the radiology vocabulary domain has improved speech recognition, it is not a reliable dictation system for accurate and efficient clinical dictation in a hospital setting.

Evaluation Studies as Topic↗

Underlying causes of death in Down syndrome: accuracy of British Columbia death certificate data.

British Columbia (B.C.) provides an excellent opportunity to study the accuracy of assigning Underlying Cause of Death (UCOD) in Down syndrome. The study was designed to evaluate the effect of inappropriate interpretation of guidelines for completing the death certificate. All B.C. livebirths identified as having Down syndrome during the period 1952-1981 were collected from the records of the B.C. Health Surveillance Registry. Of the 1,337 affected individuals identified, 324 (24.2%) had died. The death certificates on these individuals were reviewed to assess from the information on the death certificate whether the underlying cause of death appeared to have been assigned in accordance to World Health Organization coding guidelines. The UCOD appeared to be assigned appropriately for 165/315 cases (52.4%). It is possible that in the situation where an easily recognizable condition such as Down syndrome is present, the need to identify the actual UCOD may be viewed as less urgent compared with cases where an apparently "normal" individual dies.

British Columbia↗

Test duration for growth, feed intake, and feed efficiency in beef cattle using the GrowSafe System.

This study was conducted to determine the optimum test duration and the effect of missing data on accuracy of measuring feed efficiency and its 4 related traits ADG, DMI, feed conversion ratio, and residual feed intake in beef cattle using data from 456 steers with 5,397 weekly averaged feed intakes and BW repeated measurements taken over 91 d. Data were collected using the GrowSafe System at the University of Alberta Kinsella Research Station. The changes and relative changes in phenotypic residual variances and correlations (Pearson and Spearman) among data from shortened test durations (7, 14, 21, 28, 35, 42, 49, 56, 63, 70, 77, or 84 d) and a 91-d test were used to determine the optimum test duration for the 4 traits. The traits were fitted to a mixed model with repeated measures using SAS. Test durations for ADG, DMI, feed conversion ratio, and residual feed intake could be shortened to 63, 35, 42, and 63 d, respectively, without significantly reducing the accuracy of the tests when BW was measured weekly. The accuracy of the test was not compromised when up to 30% of the records were randomly removed after the first 35 d on test. These results have valuable and practical implications for performance and feed efficiency testing in beef cattle.

Animals↗