Search PubMed⌕ Search

SEARCH · Search PubMed

Results for “classifier”

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 775 records · Page 43Linked to original sources

Classifying the courses of schizophrenia.

The purpose of this review was to examine current strategies for classifying the courses of schizophrenia. Although a number of course classifications have evolved over the past two decades, the field has not addressed fully the complex issue of course description. This review compared previously published prototypes for describing the long-term courses of schizophrenia to identify variations and consistencies in course descriptions. Across investigations, differences were found in the number of courses described, in the structure of course categories, in the relative emphasis on syndrome symptoms versus syndrome change, and in documenting specific course features (i.e., illness onset, illness outcome, and types of symptoms). Interstudy comparisons of long-term illness patterns therefore are limited and cumulative statements on prognosis will remain problematic until some standardization is introduced. A minimal set of course parameters that should be documented in future studies include (1) the rate of syndrome onset; (2) postonset patterns of psychotic and residual symptoms; (3) postonset patterns of social, work, and self-care activities; and (4) outcome. Descriptive domains for assessing these parameters are offered. Future research should be directed toward (1) developing a standard schizophrenia course classification that is more representative than the current DSM and Research Diagnostic Criteria classifications; (2) using a broadened domain of symptom patterns to characterize short- and long-term courses of schizophrenia; (3) increasing course reports with a focus on patients who demonstrate intermediate illness courses; and (4) exploring factors that converge with particular course types.

Activities of Daily Living↗

The use of questionnaire data to classify peri- and premenopausal status.

We assessed how well questionnaire data could classify peri- vs premenopausal status in 280 women, ages 38-49 years. Sixty-seven per cent of those who reported use of hormone replacement therapy begun when menstrual periods were irregular, or who had hot flashes at least once a day, or whose last menstrual period was at least 60 days in length, were perimenopausal by hormonal assay (early follicular phase serum follicle-stimulating hormone > or = 15 international units per liter), with a sensitivity of 0.56 [95% confidence interval (CI) = 0.41-0.72] and a specificity of 0.95 (95% CI = 0.93-0.98). In the classification of premenopausal status, the criterion of no menstrual cycle length changes in the past 5 years yielded the highest sensitivity (0.61; 95% CI = 0.54-0.67) and specificity (0.81; 95% CI = 0.68-0.93). With these few items, researchers can improve the classification of peri- and premenopausal status when longitudinal or hormonal assessments cannot be obtained.

Adult↗

Classifying the content of board certification examinations.

A system of medical classification based on the fundamental dimensions of body system, etiology, and stage of disease was evaluated by classifying the content of one specialty board's examinations. Ten physicians encoded 2,310 test items that constituted three previously administered certification-recertification examinations of the American Board of Family Practice. Analysis of the data for the major content of one of these certification examinations suggests that a profile based on this classification system might provide a specialty board, the residency programs, and candidates for certification with important information not produced by discipline labels or disease names. This classification system may allow a board to define more effectively the content of its examinations, monitor other requirements for certification, and communicate its standards to the medical profession and society.

Certification↗

Classifying health networks and systems: managerial and policy implications.

This article illustrates how a new approach to classifying health networks and systems can be used to evaluate the readiness of health care organizations to accept risk. Examples are provided from the Harris-Methodist, Henry Ford, and SSM Health Care Systems. The classification system can also be used to assist executives and physician leaders in making decisions involving the centralization of services, the number of different services to offer, and decisions to enter into various strategic alliances. The classification system can be updated to help track the evolution of the U.S. health care system over time.

American Hospital Association↗

Three-year course of learning disorders in special education students classified as behavioral disorder.

OBJECTIVE: To investigate the 3-year course of learning disorders (LDs) and academic achievement in a sample of students with psychiatric disorders who were newly classified by the special education category of behavioral disorder (BD). METHOD: The occurrence of four definitions for LD (both discrepancy and low achievement) based on the WISC-R and the Woodcock-Johnson Psychoeducational Battery was followed in 81 students with BD from the time of their enrollment in BD classes to their first reevaluation after 3 years. Odds ratios (ORs) were used to measure stability of LDs in these students. RESULTS: The prevalence of any LD was 64.2% at baseline and 61.7% at follow-up. Most of the 10 possible LD categories showed significant ORs, and the average OR was 21.9. At follow-up after 3 years, students both with and without LD at baseline had approximately the same achievement standard scores in reading and mathematics, but a significantly lower score for written language. Standard scores for the students without LD consistently were significantly higher than the scores for students with comorbid LD. CONCLUSION: LDs in this unique sample of students with psychiatric disorders remained common and generally stable over the first 3 years.

Adolescent↗

The effect of a rechallenge with CaCO3 in patients who have been classified as responders to an initial challenge.

In a previous study 25 of 95 patients were identified as possibly having a fall in blood pressure with CaCO3 supplementation. After a 3-month period off calcium and on their usual diet, 12 of these were randomly assigned to receive placebo or CaCO3. Four crossed over to the alternate therapy after 2 months on the first agent. The change in blood pressure with placebo was 0.3 +/- 4.3/2.9 +/- 2.7 mmHg and the change in blood pressure with CaCO3 at 20 mmol/day was 1.3 +/- 4.8/-0.3 +/- 4.2 mmHg. These changes were not different from each other or from zero, and contrasted with the fall of 16.5 +/- 2.3/7.8 +/- 2.7 mmHg in the initial study. This study indicates that apparent individual falls in blood pressure with calcium supplementation need to be verified by rechallenge before such patients can be classified as responders. The absence of a predictable response, if applied to other studies, casts doubt on the conclusions made. Calcium supplementation cannot be recommended as a method of reducing blood pressure in people with mild hypertension.

Calcium Carbonate↗

Classifying rehabilitation inpatients by expected functional gain.

OBJECTIVES: To create a more suitable payment system for medical rehabilitation, the authors developed a companion classification system to the original functional independence measure-function-related groups (FIM-FRGs), which classify patients having similar lengths of stay in a rehabilitation hospital or inpatient unit. The companion system presented here groups patients according to their gains in functional status during the rehabilitation stay. METHODS: Data from 84,492 patients discharged from 252 rehabilitation facilities in 1992 were provided by the Uniform Data System for Medical Rehabilitation. Classification rules were formed using clinical judgment and a recursive partitioning algorithm. The gain-FRGs system used four predictor variables: (1) diagnosis leading to disability, admission scores on the (2) motor and (3) cognitive subscales of the FIM, and (4) patient age. RESULTS: The gain-FRGs system contained 74 patient groups and explained 21% of the variation in functional gain for patients in a different set of records withheld for validation. CONCLUSIONS: The gain-FRGs system should be considered for prospective payment systems because it gives the provider an incentive to improve patient outcomes, which is missing in a payment system based on FIM-FRGs alone.

Activities of Daily Living↗

The combined use of classified bone and gallium scans in the management of frontal sinusitis.

Bone and gallium scans of the sinus regions were performed in 32 patients presenting with frontal sinusitis. Bone scans, classified according to 99Tcm-methylenediphosphonate (MDP) distribution patterns indicated both active and resolving sinusitis as well as surgically related bone trauma. Gallium scan uptake intensity correlated well, however, with final outcome and differentiated between active and resolving sinusitis, more specifically than corresponding bone scans. Thus combined studies appear to have a significant role in the diagnosis and management of patients suspected for frontal sinusitis.

Adult↗

A clinical prediction rule for classifying patients with low back pain who demonstrate short-term improvement with spinal manipulation.

STUDY DESIGN: A prospective, cohort study of patients with nonradicular low back pain referred to physical therapy. OBJECTIVE: Develop a clinical prediction rule for identifying patients with low back pain who improve with spinal manipulation. SUMMARY OF BACKGROUND DATA: Development of clinical prediction rules for classifying patients with low back pain who are likely to respond to a particular intervention, such as manipulation, would improve clinical decision-making and research. METHODS: Patients with nonradicular low back pain underwent a standardized examination and then underwent a standardized spinal manipulation treatment program. Success with treatment was determined using percent change in disability scores over three sessions and served as the reference standard for determining the accuracy of examination variables. Examination variables were first analyzed for univariate accuracy in predicting success and then combined into a multivariate clinical prediction rule. RESULTS: Seventy-one patients participated. Thirty-two had success with the manipulation intervention. A clinical prediction rule with five variables (symptom duration, fear-avoidance beliefs, lumbar hypomobility, hip internal rotation range of motion, and no symptoms distal to the knee) was identified. The presence of four of five of these variables (positive likelihood ratio = 24.38) increased the probability of success with manipulation from 45% to 95%. CONCLUSION: It appears that patients with low back pain likely to respond to manipulation can be accurately identified before treatment.

Adolescent↗

How to classify heart failure.

My patient, 65, has been classified as being in ACC/AHA Stage B heart failure, but she denies any history of heart failure. What does this new terminology mean?

Aged↗

Rate of pathology from atypical glandular cell Pap tests classified by the Bethesda 2001 nomenclature.

OBJECTIVE: To estimate the risk of significant pathology from atypical glandular cell (AGC) Pap tests classified by the 2001 Bethesda system and to assess potential differences in AGC management practices between physician specialties. METHODS: A chart study was conducted to assess outcomes from AGC Pap tests diagnosed during 2001-2005. RESULTS: One hundred thirty-one AGC Pap tests were identified from 84,748 Pap tests. The incidence of AGC was 0.15%. Thirty-nine AGC Pap tests (30%) were excluded from analysis, leaving 92 AGC Pap tests from 82 patients available for review. Thirty-one of 82 women (38%) had significant pathology. Seventeen women (21%) had preinvasive disease: cervical intraepithelial neoplasia 2 or 3, adenocarcinoma in situ and endometrial hyperplasia, whereas 14 women (17%) had invasive adenocarcinomas of the endometrium, cervix, ovary, and rectum. Women who were aged 40 years or younger differed significantly from women aged older than 40 years with regard to final pathology (P = .002). Specifically, they were more likely to have preinvasive disease and less likely to have invasive carcinoma. Recommended management for AGC includes colposcopy with or without biopsy, endocervical curettage, and endometrial biopsy. Sixty-three of 82 (77%) women were managed by recommended guidelines, and there was a statistically significant difference in physician adherence when comparing gynecologists to primary care physicians (87% compared with 50%, P < .001). CONCLUSION: Atypical glandular cell cytology confers a risk (38%) of either preinvasive disease or carcinoma, with the risk of carcinoma increasing significantly for women aged older than 40. Adherence to recommended AGC management guidelines is crucial to identify underlying malignancies. LEVEL OF EVIDENCE: II-2.

Adenocarcinoma↗

Classifying patterns of localized glaucomatous visual field defects on automated perimetry.

AIM: To classify the classic patterns of glaucomatous visual field defects on automated perimetry and to study their proximity to fixation. STUDY DESIGN: Cross-sectional observational study. MATERIALS AND METHODS: About 1120 full threshold 30-2 reliable visual fields of glaucoma patients were analyzed by 2 glaucomatologists. Classically described patterns of visual field defects were identified on the pattern deviation plot and definitions proposed. Interreader agreement between 3 independent (not involved in the classification) readers was determined. Proximity to fixation of the different patterns was assessed. RESULTS: Interreader agreement with 3 readers was found to be 93% or more between any 2 readers using the present system of classification. Central fixation was seen to be involved in 45% of the glaucomatous visual field defects studied overall. CONCLUSIONS: The proposed definitions of topographical glaucomatous field defects based on the pattern deviation probability plot are simple to use in clinical practice with good interreader agreement.

Cross-Sectional Studies↗

Should direct ipsilateral adrenal invasion from renal cell carcinoma be classified as pT3a?

PURPOSE: The 2002 American Joint Committee on Cancer primary tumor classification for renal cell carcinoma (RCC) defines a tumor as pT3a if it invades the perinephric or renal sinus fat or directly invades the ipsilateral adrenal gland. In the current study we evaluated the association of direct ipsilateral adrenal invasion with outcome to determine if reclassification of these tumors as pT4 would improve the accuracy of the current tumor classification. MATERIALS AND METHODS: We studied 424 patients who underwent nephrectomy and adrenalectomy for unilateral, sporadic, pT3 or pT4 RCC between 1970 and 2000 at the Mayo Clinic. Cancer specific survival was estimated using the Kaplan-Meier method. RESULTS: Cancer specific survival for the 22 patients with pT3a or pT3b tumors that directly invaded the ipsilateral adrenal gland was significantly worse compared with that of patients with pT3a (p <0.001) or pT3b (p = 0.011) disease that did not invade the adrenal gland. There was no significant difference in the 5-year cancer specific survival between the patients with pT3a or pT3b tumors that directly invaded the ipsilateral adrenal gland and patients with pT4 tumors (cancer specific survival rates of 20% and 14%, respectively, p = 0.490). CONCLUSIONS: Although rare, RCC with direct ipsilateral adrenal invasion behaves more aggressively than tumors involving perinephric or renal sinus fat. We believe that RCC tumors with direct adrenal invasion should be classified as pT4.

Adrenal Gland Neoplasms↗

Classifying the severity of corneal ulcers by using the "1, 2, 3" rule.

PURPOSE: To propose and define the "1, 2, 3" rule as a system of categorizing the severity of bacterial keratitis and to determine its value in predicting the likelihood of visual loss after healing of bacterial corneal infection. METHODS: Seventy patients were evaluated for infectious corneal ulcers by 2 cornea subspecialists (J.D.L., M.C.V.) at a tertiary facility between October 30, 2001, and November 1, 2004. Forty-one patients met the inclusion criteria. Visual acuities, ulcer characteristics, culture results, and treatment data were collected. RESULTS: The sensitivity of the "1, 2, 3" rule for detecting potentially sight-threatening (PST) ulcers that would result in 0.20 logMAR (2 Snellen lines) or greater loss in best spectacle-corrected visual acuity (BSCVA) was 100%. The specificity of the "1, 2, 3" rule in correctly labeling an ulcer that did not cause vision loss as rarely sight threatening (RST) was 57.14%. The positive predictive value of the "1, 2, 3" rule was 28.57%. The negative predictive value of the "1, 2, 3" rule was 100%. CONCLUSIONS: Corneal ulcers classified as PST are at significantly higher risk for sustaining loss of BCSVA compared with RST corneal ulcers. The "1, 2, 3" rule is sensitive and specific enough to be clinically useful in predicting which ulcers are more likely to have vision loss and which ulcers are not.

Adolescent↗

Prevotella, a new genus to include Bacteroides melaninogenicus and related species formerly classified in the genus Bacteroides.

It was recently proposed that the genus Bacteroides should be restricted to Bacteroides fragilis (the type species) and closely related organisms (viz., B. caccae, B. distasonis, B. eggerthii, B. merdae, B. ovatus, B. stercoris, B. thetaiotaomicron, B. uniformis, and B. vulgatus). By contrast, the moderately saccharolytic, predominantly oral Bacteroides species, which include B. melaninogenicus, B. oralis, and related species, form a phenotypically and phylogenetically coherent group of species which differ so significantly from the emended description of the genus Bacteroides that they should not be classified in the same genus. Therefore, we formally propose that these species be reclassified in a new genus, Prevotella. The type species is Prevotella melaninogenica.

Bacteria↗

Proposal for designation of F38-type caprine mycoplasmas as Mycoplasma capricolum subsp. capripneumoniae subsp. nov. and consequent obligatory relegation of strains currently classified as M. capricolum (Tully, Barile, Edward, Theodore, and Ernø 1974) to an additional new subspecies, M. capricolum subsp. capricolum subsp. nov.

A subspecies relationship with the existing species Mycoplasma capricolum is appropriate for the F38 group of mycoplasmas, the causative agent of classical contagious caprine pleuropneumonia. We believe that this classification is justified on the basis of the close DNA-DNA relationship recently reported for isolates belonging to the two groups and the other known serological and biological similarities and differences of these organisms. Strain F38T (T = type strain) and taxonomically indistinguishable strains are therefore proposed as members of a new subspecies of M. capricolum, M. capricolum subsp. capripneumoniae. Strain F38 (= NCTC 10192) is the type strain of M. capricolum subsp. capripneumoniae subsp. nov. As a consequence of this subdivision of the species M. capricolum, strains previously classified as M. capricolum are now necessarily relegated to subspecies status, as M. capricolum subsp. capricolum subsp. nov. Strain California kid (= ATCC 27343 = NCTC 10154) is the type strain of M. capricolum, as well as of M. capricolum subsp. capricolum. A taxonomic description of M. capricolum subsp. capripneumoniae and a brief amended description of M. capricolum subsp. capricolum are presented.

Animals↗

Reexamination of yeast strains classified as Torulaspora delbrueckii (Lindner).

Twenty-eight yeast strains presumed to represent Torulaspora delbrueckii were analyzed by randomly amplified polymorphic DNA-PCR analysis. Four strains (HUT 7161, IFO 1138, IFO 1145, and IFO 1956) that were considerably different from the type strain were further investigated. Morphological and physiological characteristics revealed that strains HUT 7161 and IFO 1145 belong to the genus Debaryomyces rather than the genus Torulaspora, and the former strain may represent Debaryomyces hansenii. Strains IFO 1138 and IFO 1956 were classified as either Saccharomyces castellii or Saccharomyces dairensis by identification keys involving physiological tests. On the basis of analysis of the sequences of two rRNA internal spacer regions, strains IFO 1138 and IFO 1956 were closely related to S. castellii and strains HUT 7161 and IFO 1145 were outside members of the genera Torulaspora, Zygosaccharomyces, and Saccharomyces.

Ascomycota↗

Reclassification of strain CCM 132, previously classified as Kocuria varians, as Kocuria carniphila sp. nov.

A Gram-positive actinobacterium, previously classified as Kocuria varians, was subjected to a polyphasic taxonomic study. The bacterium showed the peptidoglycan type Lys-Ala3 (variation A3alpha), MK-7(H2) was the major menaquinone and anteiso-C(15 : 0) and anteiso-C(17 : 0) were the major fatty acids. On the basis of the phylogenetic and phenotypic characteristics of the actinobacterium, a novel species, Kocuria carniphila sp. nov. (type strain, CCM 132T=DSM 16004T), is proposed.

Animals↗