Search PubMed⌕ Search

SEARCH · Search PubMed

Results for “diagnostic algorithm”

Search indexed PubMed citations on genomics, clinical trials, systematic reviews and public health. Explore titles, authors and supplied subject terms, then open the PubMed record.

Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.

At least 1,801 records · Page 100Linked to original sources

[Therapy of injuries of the pulley system in sport climbers].

OBJECTIVE: Closed traumatic ruptures of finger flexor tendon pulleys are frequent in rock climbing. The objectives of this study were to characterise this injury and to formulate diagnostic and therapeutic guidelines. An algorithm and a grading system are analysed for validation. METHODS: 122 pulley injuries were prospectively evaluated. After standard radiographs, a dynamic ultrasound examination was performed in all climbers. In ten cases an additional MRI was necessary. All patients were classified according to the pulley injury score. Grade I-III injuries received conservative and grade IV injuries received operative therapy. 88 patients were re-evaluated, including all grade IV patients. RESULTS: 48 climbers had pulley strains, and 74 had ruptures (a single rupture in 90.5 % of the cases and multiple ruptures in 9.5 %). According to the pulley-injury-score, 39 % were grade I, 25 % were grade II, 30 % were grade III and 6 % were grade IV injuries. 115 patients underwent conservative therapy, of which 81 were re-evaluated. 8/81 complained three months after the injury about consistent pain, mostly caused by tendinitis. All grade IV injuries underwent surgical reconstruction, in two cases through Weilby's repair, in three cases through the "loop and a half" technique and in two further cases with a combination of the two. According to the Buck-Gramcko Score we had four excellent, two good and one fair result. The functional result was excellent in one, good in five and fair in one case. CONCLUSIONS: The use of the diagnostic-therapeutic algorithm as well as the grading system proved to be highly suitable. The good results achieved with the conservative treatment in grade I - III injuries justify this approach.

Adolescent↗

[The application of the sample recognition theory for a system of surgical diagnosis in microsurgery].

The paper outlines the applicability of the sample recognition theory to process the data obtained with the use of multifiber optical catheters as part of information systems for diagnostics and visualization for microsurgery. A specific example of synthesizing the image assessment algorithm by employing the sample recognition theory is considered for the visualization system for a laser angioplastic unit.

Algorithms↗

Evaluating the effectiveness of sequence analysis algorithms using measures of relevant information.

Given vast quantities of molecular sequence data, and numerous different algorithms designed to discover, diagnose or model biologically interesting features in sequences, how is it possible to make objective evaluations of the diagnostic effectiveness of these algorithms and robust assessments of their relative strengths and limitations? An approach to this relatively neglected question is developed here, which is based on information measures of the diagnostic efficiency of different methods. From output lists of a procedure such as a database search, "relevance weights" are assigned that encode, for each sequence listed, the level of associated scientific evidence implicating that sequence as an example of a feature of interest. Relevance weights may be derived, following systematic protocols, from expert human judgement or, in principle, by automated information retrieval from electronic resources. Practical applications of this approach to algorithm assessment and development and parameter choice are demonstrated with examples of automated sequence motif modeling for the DNA-binding helix-turn-helix motif and the guanine exchange factor protein domain. The combined use of relevance weights and information measures appears to offer promising advantages over ROC analysis and may be generally applicable to diagnostic evaluation.

Algorithms↗

An approach to diagnostic imaging of suspected pulmonary embolism.

Risk factors for pulmonary embolism include immobilization, trauma and surgery, particularly for hip fracture. Patients may present with acute respiratory symptoms, including tachypnea, tachycardia and rales. Chest radiographs and clinical and laboratory findings alone cannot provide a firm diagnosis. A completely normal chest radiograph may be seen in up to 40 percent of patients with pulmonary embolism, and as many as 30 percent of persons with pulmonary embolism and no prior cardiopulmonary disease will have a PaO2 greater than 80 mm Hg. The ventilation/perfusion (V/Q) lung scan is central to guiding clinical decisions. V/Q scans interpreted as either normal, near normal or high probability are reasonably diagnostic. A low probability V/Q scan can exclude the diagnosis of pulmonary embolism only if the patient has a clinically low probability of pulmonary embolism. Intermediate V/Q scans are not diagnostic and call for further evaluation. Compression ultrasonography is sensitive in detecting symptomatic deep venous thrombosis in the thigh. When clinical suspicion remains high and noninvasive imaging studies are uncertain, pulmonary angiography is likely to be diagnostic.

Algorithms↗

Standardized use of simple criteria from case history improves selection of patients for cardiac-care unit (CCU) admission.

A simple algorithm, which improves the diagnostic performance in patients arriving with acute chest pain in the emergency room, has been developed. The algorithm is solely based on information immediately available to the physician and includes elements from ECG, clinical findings and case history. As postulated, a stepwise use of all these variables improved the diagnostic accuracy and reduced the false positive cardiac-care unit (CCU) referral rate in a prospective study of 1450 patients admitted with acute chest pain. Compared to previous hospital practice during a preceding control period, sensitivity in diagnosing patients with unstable ischaemic heart diseases increased from 86% to 94% (P < 0.01), and specificity increased from 44% to 56% (P < 0.001). Accordingly, accuracy increased from 67% to 81% (P < 0.001), and false positive CCU-admission rate decreased from 35% to 19%. The greatest improvement in physician's diagnostic decisions was observed among patients without clear-cut signs of acute ischaemic heart disease on admission.

Algorithms↗

Sexually transmitted disease among married Zambian women: the role of male and female sexual behaviour in prevention and management.

OBJECTIVES: Few studies have evaluated the relation between male and female sexual behaviour and STD among married African women. The objectives of this study were to identify male and female sexual behaviour associated with female STD, and to explore whether incorporating male and female sexual behaviour and male symptoms can improve algorithms for STD management in married African women. METHODS: 99 married couples with one symptomatic member (58 males, 41 females) attending an STD clinic in Lusaka, Zambia were interviewed separately about sexual and contraceptive behaviour, and had physical examinations. Diagnostic tests for Neisseria gonorrhoeae (GC), Trichomonas vaginalis (TV), and HIV were performed. Bivariate and multivariate odds ratios for the association between sexual behaviour and STD were calculated. Predictive algorithms based on current Zambian guidelines for management of STD in women were created. RESULTS: Among women at baseline, 10% were positive for GC, 14% for TV, 52% for HIV. Female alcohol use before sex, a male's paying for sex, and a couple's having sex unprotected by condoms or spermicides were associated with female STD. Incorporation of these behaviours along with symptoms of urethral discharge and dysuria among husbands increased the predictive ability of algorithms for management of STD in women. CONCLUSIONS: The addition of male and female sexual behaviour and male STD symptoms to diagnostic algorithms for female STD should be explored in other settings. Both husbands' and wives' behaviour independently predict STD in these women; risk reduction programmes should target both men's and women's sexual behaviour.

Adult↗

Clinical evaluation of an algorithm for the interpretation of hyperamylasemia.

Total amylase concentration in serum continues to be widely determined in the diagnosis of acute pancreatic disease. Accumulated experience has made clear, however, that this determination has distinct limitations. Consequently, the knowledge of the origin of hyperamylasemia may have an important influence on treatment, hospitalization, and extent of clinical investigations. We undertook a logical and systematic approach to the interpretation of hyperamylasemia through the use of an algorithm that can be applied in clinical situations without the need for the integration of radiologic procedures or clinical data. The proposed algorithm was tested for effectiveness in 97 consecutive hospitalized patients with hyperamylasemia (amylase level greater than twice the upper reference limit) for a 2-year period. The majority (52.5%) of these patients had acute pancreatitis. The algorithm assigned the correct diagnostic categories in 95.8% of cases, with a disagreement between patient diagnosis and algorithm-generated diagnosis in only four cases. These four patients (two with acute biliary disease, one with bacterial peritonitis, and one with chronic renal failure) had pancreatic lipase values greater than five times the upper reference limit, so that the algorithm classified their condition as acute pancreatitis. The clinical trial indicated that the proposed decision tree, which requires only knowledge of biochemical data that are readily available, is useful in the evaluation of elevated amylase activity and facilitates arrival at a definitive diagnosis.

Acute Disease↗

A simplified diagnostic approach to dizziness in children.

The objective of the study was to validate the effectiveness of a questionnaire and computer-assisted algorithm in diagnosing children with dizziness or vertigo. Dizziness and vertigo are common complaints in children, causing an extensive, often unnecessary evaluation. A pediatric "dizziness questionnaire" was designed and a computer-assisted algorithm was developed to facilitate the diagnostic task. A retrospective medical record review was conducted on all children presenting to the clinic for dizziness or vertigo throughout a 2-year period. The information was used by one investigator to complete the questionnaire and by the other, the algorithm. The two diagnoses thus obtained were compared by the third investigator to the medical record diagnosis. Sixty-two records were reviewed. The final diagnoses were migraine (39%), benign paroxysmal vertigo (15%), vestibular neuronitis (14%), and anxiety (13%). In 57 patients (92%), the questionnaire-derived diagnosis was identical to the medical record diagnosis. In 52 patients (84%), the algorithm-derived diagnosis matched the medical record diagnosis. The questionnaire and computer-assisted algorithm are reliable diagnostic screening tools for children with dizziness or vertigo. When these tools combined provide a clear-cut diagnosis, no further evaluation is necessary.

Adolescent↗

Parameterized algorithms for quantitative differentials in spectrally equivalent medical diagnostic x-ray beams.

Qualitative and quantitative equivalence of spectra transmitted by two different elemental filters require a good match in terms of shape and size over the entire energy range of 0-150 keV used in medical diagnostic radiology. However, the photoelectric absorptions and Compton scattering involved in the interaction of x rays with matter at these relatively low photon energies differ in a nonuniform manner with energy and atomic number. By careful choice of thicknesses for filter materials with an atomic number between 12 and 39, when compared with aluminum, it is possible to obtain transmitted beams of the same shape (quality) but not of the same size (quantity). In this paper, calculations have been carried out for the matching of the shapes and sizes of beams transmitted through specified thicknesses of aluminium filter and spectrally equivalent thicknesses of other filter materials (different from aluminium) using FORTRAN source codes traceable to the American Association of Physics in Medicine (AAPM), College Park, MD, USA. Parametrized algorithms for the evaluation of quantitative differentials (deficit or surplus) in radiation output (namely, photon fluence, exposure, kerma, energy imparted, absorbed dose, and effective dose) from these transmitted spectrally equivalent beams were developed. These differentials range between 1%, and 4% at 1 mm Al filtration and between 8%, and 25% for filtration of 6 mm Al for different filter materials in comparison with aluminum. Also developed were models for factors for converting measures of photon fluence, exposure-area product, (EAP), and kerma-area product (KAP) to risk related quantities such as energy imparted, absorbed dose, and effective dose from the spectrally equivalent beams. The thicknesses of other filter materials that are spectrally equivalent to given thicknesses of aluminum filter were characterized using polynomial functions. The fact that the use of equivalent spectra in radiological practice can provide means of ranking the differentials in radiographic image quality and stochastic risk is discussed.

Algorithms↗

[Proposals for a rationale and for rational diagnosis of coughs].

Cough is probably the most frequent symptom in chest diseases. Hence, a rational and economical diagnostic procedure is essential to prevent unnecessary costs to the health services, i.e. acute bronchitis, a self-limiting disease, which is the most frequent cause for cough should not involve extensive per case costs. History, physical examination, chest X-ray and lung function testing--which constitute both the first and second, i.e. the basic level of a stepwise approach--allows to diagnose causes in most patients with cough. Without evidence of the cause after completing this basic diagnostic procedure patients with acute cough may require blood gases analysis, electrocardiography, echocardiography, lung perfusion study, spiral CT angiography, bronchoscopy or laboratory examinations for diagnosis of pulmonary embolism, aspiration or (seldom) pleuritis sicca. Chronic persistent cough (CPC) is diagnosed if the basic standard approach to chronic cough fails to lead to final diagnosis. Patients will then need further subtle diagnostic management, i.e. bronchial provocation testing, 24 hour pH probe, ENT- or neurological examination, high resolution CT of the thorax and bronchoscopy. We present two algorithms for the rational diagnostic approach to acute (figure 1) and chronic (figure 2) cough. Each algorithm considers spectrum and frequency of causes on the one hand, the positive predictive value, costs and patient discomfort due to the examination on the other. Nonetheless, despite extensive examination up to 20% of patients suffering from CPC the cause remains unclear [11]. Frequently, the capsaicin cough challenge test can reveal an idiopathic upregulation of the cough reflex as the hypothesised underlying condition. Psychogenic cough however, a rare condition in adults should not coincide with hypersensitivity of the cough reflex. Inconsistency and low reproducibility of results of the capsaicin challenge in patients with psychogenic cough preclude his routine clinical use. In conclusion, the very common acute bronchitis and the ACE inhibitor-induced cough do not require any other diagnostic procedure except patient history and physical examination. A simple basic diagnostic approach will usually allow to evaluate acute and chronic cough. In the remaining cases the proposed algorithm should be used for best results and to prevent excessive costs.

Acute Disease↗

An epidemiologic evaluation of two diagnostic classification schemes for temporomandibular disorders.

Few diagnostic classification schemes for temporomandibular disorders (TMD) have been applied systematically to examine the prevalence of various subtypes of TMD in clinic or community populations. In this study, computer algorithms were developed for classifying subjects according to the scheme of Eversole and Machado (1985) and a classification scheme recently developed in our own research at the University of Washington. The diagnostic algorithms were applied to clinical examination data for (1) persons without TMD pain (community controls) and (2) persons reporting TMD pain in the prior 6 months (community subjects with pain), identified in a random sample survey of a health maintenance organization (HMO) population, as well as (3) clinic patients seeking treatment for TMD through the same HMO. Prevalence rates for myofascial pain dysfunction in clinic patients were much higher under the University of Washington approach, whereas rates of internal derangement (type I) and degenerative joint disease were similar under the two schemes. These similar prevalence rates were not, however, accompanied by high concordance between the two schemes. These results highlight the complexities of differential diagnosis of TMD in field research, and suggest that further evaluation of alternative diagnostic schemes is warranted.

Adolescent↗

Dynamic image data compression in spatial and temporal domains: theory and algorithm.

Advanced medical imaging requires storage of large quantities of digitized clinical data. These data must be stored in such a way that their retrieval does not impair the clinician's ability to make a diagnosis. In this paper, we propose the theory and algorithm for near (or diagnostically) lossless dynamic image data compression. Taking advantage of domain-specific knowledge related to medical imaging, the medical practice and the dynamic imaging modality, a compression ratio greater than 80:1 is achieved. The high compression ratios are achieved by the proposed compression algorithm through three stages: 1) addressing temporal redundancies in the data through application of image optimal sampling, 2) addressing spatial redundancies in the data through cluster analysis, and 3) efficient coding of image data using standard still-image compression techniques. To illustrate the practicality of the proposed compression algorithm, a simulated positron emission tomography (PET) study using the fluoro-deoxy-glucose (FDG) tracer is presented. Realistic dynamic image data are generated by "virtual scanning" of a simulated brain phantom as a real PET scanner. These data are processed using the conventional [8] and proposed algorithms as well as the techniques for storage and analysis. The resulting parametric images obtained from the conventional and proposed approaches are subsequently compared to evaluate the proposed compression algorithm. As a result of this study, storage space for dynamic image data is able to be reduced by more than 95%, without loss in diagnostic quality. Therefore, the proposed theory and algorithm are expected to be very useful in medical image database management and telecommunication.

Algorithms↗

An algorithmic approach using kappa/lambda ratios to improve the diagnostic accuracy of urine protein electrophoresis and to reduce the volume required for immunoelectrophoresis.

The most sensitive routine method for identifying urinary monoclonal immunoglobulin kappa and lambda light chains, called Bence Jones proteins (BJPs), in clinical laboratories is immunofixation electrophoresis (IFE), but this procedure is time-consuming and expensive. As a result, many laboratories screen for paraproteins with urine protein electrophoresis (UPE), which is insensitive when low concentrations of BJP are present and is difficult to interpret with severe proteinuria. The purpose of this study was to determine whether kappa/lambda ratios can be used in conjunction with UPE to improve diagnostic reliability in identifying paraproteins, and decrease the need for IFE on all samples. Urine specimens from 243 patients were examined by UPE and kappa/lambda ratios, and compared with IFE. Due to poor analytical sensitivity, the urinary kappa or lambda concentrations could not be determined in many cases. As a result, many specimens showed kappa/lambda ratios that were indeterminate. Nevertheless, when both urinary kappa and lambda concentrations were undetectable, a BJP could be ruled out. A urinary kappa/lambda ratio between 0.75-3 also ruled out a BJP. The use of kappa/lambda ratios, in conjunction with UPE, resulted in a 52% decrease in the volume of IFE during the course of this study, with 100% sensitivity for detecting BJP.

Algorithms↗

Diagnostic localization studies for primary hyperparathyroidism. A suggested algorithm.

OBJECTIVE: To assess the accuracy of preoperative imaging studies in primary hyperparathyroidism. DESIGN: Retrospective review of all patients treated surgically for primary hyperparathyroidism at The University of California-San Diego Medical Center between January 1990 and May 1992. Results of preoperative imaging studies were compared with surgical and pathologic findings. SETTING: The University of California-San Diego Medical Center, a primary care and referral center. PARTICIPANTS: Twenty-eight patients were included in the study, and a total of 41 imaging studies were obtained. OUTCOME MEASURES: The accuracy of preoperative imaging studies in correctly localizing the site of a parathyroid adenoma. RESULTS: Ultrasound correctly identified the site of a solitary parathyroid adenoma in 82% of cases, and magnetic resonance imaging in 80% of cases. The adenomas that were not localized by ultrasound were correctly localized by magnetic resonance imaging. These findings are discussed within the context of recent trends in parathyroid surgery. CONCLUSIONS: Based on the results and a review of the literature, a simple algorithm for the use of these imaging studies is proposed. Use of this algorithm will improve preoperative planning, and potentially reduce operative time and morbidity.

Adenoma↗

Surgery and postsurgical management of the patient with low back pain.

The role of surgery in the care of back pain and sciatica is discussed. Surgery's role in this case is relatively minor considering the overall problems of back disorders. The history, signs, and symptoms of various diagnostic categories are reviewed. Factors in deciding on the need for surgical care are analyzed. An algorithm that displays the diagnostic approach as well as various treatment plans helps in the decision-making process. Various exercise programs for postsurgical care are outlined. Details of the surgical procedures are also presented to explain the degree of tissue damage created by surgery itself.

Back Pain↗

Exercise-related chronic lower leg pain.

BACKGROUND: Musculoskeletal injuries result from physical activity and seem to have a dose-response relationship to the amount of that activity. The more exposure to training or sport the greater the risk of injury. OBJECTIVE: This article examines the common causes of chronic exertional leg pain in the community. DISCUSSION: The common presentations include muscle injury, medial tibial stress syndrome, stress fractures of the lower limb, chronic exertional compartment syndromes as well as nerve entrapments. A description of these and an algorithm to assist in the diagnostic dilemma are presented.

Algorithms↗

Refine your search to explore more results.