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Integrated system brings hospital data together.

Healthcare industry changes during the 1980s--increased competition and alterations in the Medicare payment methodology--place new and more complex demands on a hospital's information systems, which often fall short of meeting those demands. These systems were designed for financial reporting, billing, or providing clinical data, and few of them are capable of linking with other unrelated systems. Today's hospital manager needs timely and simultaneous access to data from a variety of sources within the hospital. All the elements to accomplish this are collected somewhere in the hospital, but finding them and bringing them together is difficult. The key to the efficient management and use of data bases is in understanding the fundamental concept of relational data bases, which is the capability of linking or joining separate data files through a common data element in each file. In this way, data files may be integrated into a "related" data base. Any number of separate files, or tables, may exist within a "relational" data base as long as a series of threads links them. A strategic management information data base includes the information necessary to analyze, understand, and manage the hospital's markets, products, resources, and profitability. The major components of this information system are the case mix and cost accounting, budgeting, and modeling systems. The case mix and cost accounting factors involve managing concrete pieces of data, whereas the budgeting and modeling factors manipulate data to create a scenario. The strategic management information data base is the foundation of a hospital's decision support system, which is rapidly moving into the category of a necessary tool of the hospital manager's trade.

Computer Systems↗

Evaluation of equations based on animal factors to predict intake of lactating Holstein cows.

The accuracy of seven DMI prediction equations based only on animal factors was evaluated with 11 independent data files. Mean square prediction error was used to compare equation accuracy, which was considered to be unsatisfactory when the square root of the mean square prediction error was greater than +/-20% of the observed mean DMI. Robust intake equations that have a tolerable level of prediction errors for most data files would be less risky for practical use than models that are highly accurate for some data files but highly inaccurate for others. The number of independent data files for which equation accuracy was unsatisfactory was used to measure lack of robustness. No equation evaluated was able to predict individual cow DMI with a prediction error that was consistently lower than +/-20% of the observed mean intake. The most robust equation in this study predicted intake unsatisfactorily for 3 of the 11 evaluation data files. Unsatisfactory accuracy for this equation was mainly due to mean bias.

Animal Nutritional Physiological Phenomena↗

[Development and evaluation of a local area network system to make drug information paper for inpatient--adaptation to characteristics of diseases, and expansibility to other hospitals and the Internet].

We developed and evaluated a local area network system to make drug information papers. Because pharmacists should explain drug information both orally and using papers to patients in response to their understanding and characteristics of their diseases. The merit of this system is as follows: pharmacists can use it without any education for its operation; most data can be inputted by selection from the lists and automatic reference; the data are adjustable for individuals; different contents are available for different wards; multiple users can access the same data file. Input data in this system are available for making explanation papers on the medical examination of outpatients, and making a plan for pharmaceutical care and guidance services. This system is also available in other hospitals, and on the internet. First, we surveyed the time required for preparing drug information papers. Making a hand written paper for typical patient takes 395 sec. for manuscript, 160 sec. with the system using text data only, and 178 sec. with the system using text and picture data. Next, we surveyed 27 patients' views on the addition of drug pictures to drug information papers, and with the result that 19 patients thought it very good. Last, we surveyed 13 ward pharmacists about their usage of this system. We found that 8 pharmacists used frequently this system, and 3 pharmacists used the same file in the same hours at the maximum.

Aged↗

A study of the health status of the black population in Alameda County, California.

The purpose of this paper is to compare the overall health status of blacks with whites in Alameda County, California, using an index based on the mortality and disability experiences of the two population groups. It is demonstrated that this index, which requires disease-specific mortality and disability data, can be easily adapted to make use of existing data files containing data on mortality and any indicator of morbidity or disability. It was found that in the year 1974, the blacks lost approximately 10,000 productive years unnecessarily through higher mortality and disability rates than those of the white population. This disparity between the two populations may be underestimated because Chicano/Mexican Americans, who are known to enjoy a lower health status than whites, were included as part of the white population. The implications of the findings are discussed.

Black or African American↗

Disparity in outcomes for adult Native American hemodialysis patients? Findings from the ESRD Clinical Performance Measures Project, 1996 to 1999.

BACKGROUND: There is a paucity of information regarding the quality of care for Native American hemodialysis patients. Outcomes, including 1-year hospitalization and mortality, for adult Native American in-center hemodialysis patients selected for the Centers for Medicare and Medicaid (CMS) end-stage renal disease (ESRD) Clinical Performance Measures (CPM) Project were compared to those for white and black patients to determine if disparity in care existed for this group. METHODS: Clinical data were abstracted from medical records for the last quarters of 1995 to 1998 and linked to United States Renal Data System (USRDS) data files for data on comorbidities and 1-year hospitalization and mortality. Associations of race were tested by bivariate analyses and multivariate logistic regression and Cox proportional hazard modeling. RESULTS: Two percent (467 of 27876) of patients were Native American, 37% black, and 51% white. Native American, compared to black and white patients, were more likely to have diabetes mellitus as the cause of ESRD (72%, 37%, and 38%, respectively, P < 0.01). In multivariate analyses, Native American patients were more likely to achieve a mean urea reduction ratio (URR) > or = 65% compared to whites (referent) [hazards ratio (HR) (95% CI) 1.7 (1.3, 2.2)] and be dialyzed with an arteriovenous fistula [HR (95% CI) 1.7 (1.2, 2.5)]. They were as likely as Whites to achieve a mean hematocrit > or =33% and a mean serum albumin > or =4.0/3.7 g/dL. In multivariate analyses, Native Americans were no more likely to be hospitalized or die during the follow-up period than whites. CONCLUSION: These data suggest that adult Native American hemodialysis patients experience equivalent or better dialytic care and are no more likely to experience 1-year hospitalization or mortality compared to whites.

Aged↗

[The use of an integrable mobile full text processing systems (author's transl)].

A mobile full text processing system is reported which is independent of a computer, yet can be completely integrated into a data processing system and is purely a storage and retrieval system for data files and data banks which, with relatively little activity ratio of the individual items of information stored, still have an unusually large, widely ramified indexing depth. Acquisition of material, storage and retrieval of information are so simplified in favor of the user, that they can be carried out without specially qualified data processing personnel, but by normal office staff and one's own colleagues after a simple short instruction. The favorable cost makes the system an alternative worth considering in many cases, because fully automatic documentation or system concepts which need digital storage of large quantities of text demand so much intellectual expense and electronic storage capacity, that they are already prohibitive on grounds of cost alone.

Costs and Cost Analysis↗

Time interval gating for analysis of cell function using flow cytometry.

We propose a method which significantly shortens the time required for both the collection and analysis of data derived from multiple sample, flow cytometric kinetic assays. We have defined the term Time Interval Gating (TIG) to describe this method. TIG effectively allows one flow cytometer to concurrently monitor several samples over the course of a kinetic assay. Data for all samples are stored in a single FCS 2.0 compatible listmode data file which we refer to as the TIG data file. TIG is adaptable to most commerical flow cytometers. Standard listmode analysis software can be used to analyze the TIG data files and correlate any combination of tubes and/or time intervals from the assay. Results for the entire assay can be displayed on a single two parameter plot. This paper describes how TIG is applied to neutrophil oxidative burst measurement using a standard EPICS Elite flow cytometer. In this assay, 11 samples were each monitored for 30 min to identify the extent to which volatile organic chemicals (VOCs) inhibited the oxidation of DCFH in stimulated neutrophils. TIG makes the oxidative burst assay practical for high volume screening by reducing the overall flow cytometer and analysis time required by a factor of ten. In addition, TIG provides an organized approach to managing data acquisition on instruments equipped with automated sampling systems.

Flow Cytometry↗

MODFLOW/MT3DMS-based simulation of variable-density ground water flow and transport.

This paper presents an approach for coupling MODFLOW and MT3DMS for the simulation of variable-density ground water flow. MODFLOW routines were modified to solve a variable-density form of the ground water flow equation in which the density terms are calculated using an equation of state and the simulated MT3DMS solute concentrations. Changes to the MODFLOW and MT3DMS input files were kept to a minimum, and thus existing data files and data files created with most pre- and postprocessors can be used directly with the SEAWAT code. The approach was tested by simulating the Henry problem and two of the saltpool laboratory experiments (low- and high-density cases). For the Henry problem, the simulated results compared well with the steady-state semianalytic solution and also the transient isochlor movement as simulated by a finite-element model. For the saltpool problem, the simulated breakthrough curves compared better with the laboratory measurements for the low-density case than for the high-density case but showed good agreement with the measured salinity isosurfaces for both cases. Results from the test cases presented here indicate that the MODFLOW/MT3DMS approach provides accurate solutions for problems involving variable-density ground water flow and solute transport.

Finite Element Analysis↗

Automatic lineage assignment of acute leukemias by flow cytometry.

A method for automatic lineage assignment of acute leukemias was developed. Input are eight list mode data files acquired with a FACScan flow cytometer. For each cell, four parameters are measured: forward light scatter, orthogonal light scatter, fluorescein fluorescence, and phycoerythrin fluorescence. Eight data files are acquired in the following sequence: unstained, isotype controls, CD10/CD19, CD20/CD5, CD3/CD22, CD7/CD33, HLADR/CD13, and CD34/CD38. First, each of the data files 3 to 8 are clustered independently employing an algorithm based on nearest neighbors. Next, the clusters are associated across the data files to form cell populations, using the assumption of light scatter invariance across tubes for each population. The mean positions of each cell population are fed into a decision tree. The decision tree first identifies normal cell populations, i.e., monocytes, neutrophils, eosinophils, basophils, NK cells, T-lymphocytes, and B-lymphocytes. After elimination of the normal cell populations from the data space, the residual cell populations are classified as B-lineage ALL, T-lineage ALL, AML, AUL, B-CLL, or unknown. The effectiveness of this novel approach is shown with case studies of B-lymphoid, T-lymphoid, and Myeloid acute leukemias.

Antigens, CD↗

TRITON: in silico construction of protein mutants and prediction of their activities.

MOTIVATION: One of the objectives of protein engineering is to propose and construct modified proteins with improved activity for the substrate of interest. Systematic computational investigation of many protein variants requires the preparation and handling of a large number of data files. The type of the data generated during the modelling of protein variants and the estimation of their activities offers the possibility of process automatization. RESULTS: The graphical program TRITON has been developed for modelling protein mutants and assessment of their activities. Protein mutants are modelled from the wild type structure by homology modelling using the external program MODELLER. Chemical reactions taking place in the mutants active site are modelled using the semi-empirical quantum mechanic program MOPAC. Semi-quantitative predictions of mutants activities can be achieved by evaluating the changes in energies of the system and partial atomic charges of active site residues during the reaction. The program TRITON offers graphical tools for the preparation of the input data files, for calculation and for the analysis of the generated output data. AVAILABILITY: The program TRITON can run under operating systems IRIX, Linux and NetBSD. The software is available at http://www.chemi.muni.cz/lbsd/triton.ht ml.

Binding Sites↗

Analysis of the registry of toxic effects of chemical substances (RTECS) files and conversion of the data in these files for input to the environmental chemicals data and information network (ECDIN).

A data bank for environmental chemicals, ECDIN, is being developed at the Joint Research Centre of the European Communities in cooperation with universities and research institutes in the nine member states as a part of the Environmental Research Programme of the EC. During the pilot phase of the project, data from the Registry of Toxic Effects of Chemical Substances have been incorporated into the data bank. Conversions of the data into ECDIN input format was necessary before inclusion of the toxicity data in ECDIN, and the computer programs used for this format conversion have produced various statistics for the contents of the RTECS files. Analyses of the data in three editions of RTECS are presented.

Environmental Pollutants↗

PDBML: the representation of archival macromolecular structure data in XML.

SUMMARY: The Protein Data Bank (PDB) has recently released versions of the PDB Exchange dictionary and the PDB archival data files in XML format collectively named PDBML. The automated generation of these XML files is driven by the data dictionary infrastructure in use at the PDB. The correspondences between the PDB dictionary and the XML schema metadata are described as well as the XML representations of PDB dictionaries and data files.

Amino Acid Sequence↗

A comparison of breeding value predictors for longevity using a linear model and survival analysis.

A comparison was made among breeding values of sires for longevity that were obtained by different methods: phenotypic averages of daughters using only uncensored records, BLUP using only uncensored records, survival analysis using only uncensored records, and survival analysis using both censored and uncensored records. Two data files were used: one contained data from small herds, and the other contained data from large herds. The results from both data files were similar. Different methods of predicting breeding values resulted in different rankings of sires. The results obtained using phenotypic averages were weakly correlated (< or = 0.46) with those results obtained using the other methods of prediction. The REML BLUP had strong correlations (< or = -0.91) with the survival analysis predictor if the same data were used, and correlations weakened (< or = -0.60) when censored records were included in the survival analysis. The correlations are negative because the linear method analyzed longevity, and survival analysis measured the risk of being culled, which has an antagonistic relationship with longevity. The results from REML BLUP and survival analysis methods differed mainly because of the different data that were used (uncensored only versus both censored and uncensored).

Aging↗

CDC and ATSDR electronic information resources for health officers.

This article catalogs some of the Centers for Disease Control and Prevention's (CDC) more important information resource offerings, which make public health information accessible via computer and automated telephone systems and on electronic media (diskette and CD-ROM). We review mechanisms for (1) finding and retrieving CDC reports, (2) querying CDC's numeric data files, (3) transmitting surveillance and other data files to CDC, (4) exchanging electronic mail with CDC staff, and (5) disseminating state and local public health information and data by using CDC tools. Each resource is followed with a section on how to obtain access to these resources.

CD-ROM↗

CDC and ATSDR electronic information resources for health officers.

This article catalogues some of the Centers for Disease Control and Prevention's (CDC) more important information resource offerings, which make public health information accessible via computer and automated telephone systems and on electronic media (diskette and CD-ROM). We review mechanisms for: (1) finding and retrieving CDC reports, (2) querying CDC's numeric data files, (3) transmitting surveillance and other data files to CDC, (4) exchanging electronic mail with CDC staff, and (5) disseminating state and local public health information and data using CDC tools. Each resource is followed with a section on how to obtain access to these resources.

CD-ROM↗

Building a virtual cancer research organization.

BACKGROUND: The Cancer Research Network (CRN) comprises the National Cancer Institute and 11 nonprofit research centers affiliated with integrated health care delivery systems. The CRN, a public/private partnership, fosters multisite collaborative research on cancer prevention, screening, treatment, survival, and palliation in diverse populations. METHODS: The CRN's success hinges on producing innovative cancer research that likely would not have been developed by scientists working individually, and then translating those findings into clinical practice within multiple population laboratories. The CRN is a collaborative virtual research organization characterized by user-defined sharing among scientists and health care providers of data files as well as direct access to researchers, computers, software, data, research participants, and other resources. The CRN's research management Web site fosters a high-functioning virtual scientific community by publishing standardized data definitions, file specifications, and computer programs to support merging and analyzing data from multiple health care systems. RESULTS: Seven major types of standardized data files developed to date include demographics, health plan eligibility, tumor registry, inpatient and ambulatory utilization, medication dispensing, laboratory tests, and imaging procedures; more will follow. Data standardization avoids rework, increases multisite data integrity, increases data security, generates shorter times from initial proposal concept to submission, and stimulates more frequent collaborations among scientists across multiple institutions. CONCLUSIONS: The CRN research management Web site and associated standardized data files and procedures represent a quasi-public resource, and the CRN stands ready to collaborate with researchers from outside institutions in developing and conducting innovative public domain research.

Biomedical Research↗

Differential display in rat livers treated for 13 weeks with phenobarbital implicates a role for metabolic and oxidative stress in nongenotoxic carcinogenicity.

Hepatic enzyme inducers such as phenobarbital are often nongenotoxic rodent hepatocarcinogens. Currently, nongenotoxic hepatocarcinogens can only be definitively identified through costly and extensive long-term, repeat-dose studies (e.g., 2-year rodent carcinogenicity assays). Although liver tumors caused by these compounds are often not found to be relevant to human health, the mechanism(s) by which they cause carcinogenesis are not well understood. Toxicogenomic technologies represent a new approach to understanding the molecular bases of toxicological liabilities such asnongenotoxic carcinogenicity early in the drug discovery/development process. Microarrays have been used to identify mechanistic molecular markers of nongenotoxic rodent hepatocarcinogenesis in short-term, repeat-dose preclinical safety studies. However, the initial "noise" of early adaptive changes may confound mechanistic interpretation of transcription profiling data from short-term studies, and the molecular processes triggered by treatment with a xenobiotic agent are likely to change over the course of long-term treatment. Here, we describe the use of a differential display technology to understand the molecular mechanisms related to 13 weeks of dosing with the prototype rodent nongenotoxic hepatocarcinogen, phenobarbital. These findings implicate a continuing role for oxidative stress in nongenotoxic carcinogenicity.An Excel data file containing raw data is available in full at http://taylorandfrancis.metapress.com/openurl.asp?genre=journal&issn=0192-6233. Click on the issue link for 33(1), then select this article. A download option appears at the bottom of this abstract. The file contains raw data for all gene changes detected by AFLP, including novel genes and genes of unknown function; sequences of detected genes; and animal body and liver weight ratios. In order to access the full article online, you must either have an individual subscription or a member subscription accessed through www.toxpath.org.

Animals↗