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Results for “data analysis”

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.

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At least 181 records · Page 10Linked to original sources
PubMed1975

Multivariate data analysis based on a computerized patient monitoring system.

Multivariate time series data in post-operative patients (respiratory and cardiovascular) are compared to reference groups. Using this technique under the program control of a computerized patient monitoring system (IBM 1800) various classes in the respiratory and cardiovascular spectrum can define the co-ordinate system in hyperspace. The patient in crisis is recognised by his deviation from normal rates of change of the variable set, as well as by the time trajectories of recovery in the hyperspace.

Computers↗
PubMed1991

Experiences in data analysis and modelling with a multichannel biomagnetic system.

Evaluation of MEG/MCG data, measured with the Siemens biomagnetic multichannel system KRENIKON, in patients with epilepsy, infarction, Wolff-Parkinson-White (WPW) syndrome or extra systoles are in good agreement with the results of different investigation techniques. The evaluations have been performed using an equivalent current dipole model within a sphere or a half-space with homogeneous conductivity. In cases where the current dipole model is not adequate, multiple dipoles or complete distributions of current sources have to be considered. Results from simulations and applications to in vivo data and the influence of geometries better adjusted to realistic geometries are discussed.

Brain↗
PubMed1995

[Strategies for data analysis of brain activation studies with functional MR tomography].

The sensitivity of gradient-echo magnetic resonance imaging (MRI) to changes in cerebral blood oxygenation has been introduced for mapping functional brain activation. To benefit from the high spatial and temporal resolution of the respective dynamic MRI data sets, their analysis requires algorithms that are capable of both precisely delineating task-related activation patterns and demonstrating functional connectivity of interacting areas. Here, we present various strategies for data evaluation by means of correlational analyses that surpass the quality of subtraction-based activation maps by improving both sensitivity and robustness. On a pixel-by-pixel basis the approach correlates signal time courses with a reference function, reflecting the temporal sequence of activated and control states. Extended versions employ the calculation of auto- or cross-correlation functions that increase sensitivity, but require periodic stimulations. Following individual correction for non-specific but correlated signal fluctuations, mapping of task-related coherent activation can be improved using neighborhood principles. Such refined strategies are expected to enhance the usefulness of oxygenation-sensitive MRI for studying the functional anatomy of the human brain under both physiological and pathological conditions.

Algorithms↗
PubMed1983

A computer-based data analysis system for enzyme-linked immunosorbent assays.

A computerized system is presented for automating the data collection, processing, and displaying tasks involved in enzyme-linked immunosorbent assays. This system uses a through-the-well absorbance reader of microtiter plates interfaced to a minicomputer running the UNIX operating system. Optical density in each well of a 96-well microtiter plate is recorded as a function of time for up to 10 time points. These data are automatically transmitted to the remote computer. The rate of product formation is then calculated for each well, and a battery of analysis, display, and comparison programs can then be used by the researcher for data presentation. Using the initial rate of reaction as the basis for quantifying enzyme-linked immunosorbent assays focuses on the catalytic property of the enzyme and allows a large dynamic range of the assay on any plate. These programs can be adapted to virtually any mini- or microcomputer with a graphics display or a plotting device. Assuming moderately powerful computing hardware, throughputs of 50 plates per day are easily achieved. The programs work equally well with peroxidase, beta-galactosidase, or alkaline phosphatase conjugated second antibodies, and with whole cell or soluble antigens.

Antibodies, Monoclonal↗
PubMed1994

Data analysis.

Explore the source record for details and available documents.

Data Interpretation, Statistical↗
PubMed2026

Identification of Critical Genes for Recurrent Aphthous Ulcer by Transcriptome Data Analysis and Mendelian Randomization.

PURPOSE: Recurrent aphthous ulcer (RAU) is a common oral mucosal disorder with a poorly understood etiology, significantly affecting patients' quality of life. This study aims to investigate critical genes linked to RAU and explore their biological mechanisms using transcriptomic data and Mendelian randomization (MR) analysis. MATERIALS AND METHODS: RAU-related gene expression data from the GEO database (GSE37265) were analyzed to identify differentially expressed genes (DEGs). A two-sample MR approach was used to assess the causal impact of expression quantitative trait loci (eQTL) on RAU. Critical genes were identified by intersecting DEGs with significant MR findings. GO and KEGG pathway enrichment analyses were performed, along with GSEA and immune cell infiltration analysis, to investigate the functions and mechanisms of these genes in RAU. RESULTS: A total of 184 differentially expressed genes (DEGs) were identified, while 339 RAU-associated genes were screened through MR analysis. Cross-validation further identified 7 critical genes. Among these, CCR1, ERP27, HCK, MICB, and SLC2A3 showed protective associations with RAU risk, whereas CD177 and IFITM1 were positively associated with increased risk. Enrichment analysis revealed that these genes are involved in specific biological processes, including cell migration, immune response, and metabolic regulation, which are closely linked to RAU pathogenesis. CONCLUSION: This systematic study comprehensively investigates the critical causative genes underlying RAU, emphasizing the intricate relationships between immune regulation and metabolic disturbances in its pathology. These findings lay a solid foundation for the development of novel biomarkers and may inform future research on targeted therapeutic strategies for RAU.

Stomatitis, Aphthous↗
PubMed1983

Trends in peptic ulcer related diseases from 1972 to 1980. Hospital activity analysis data and general practice cimetidine prescribing levels.

Between 1972 and 1980 Hospital Activity Analysis from 5 Northern Ireland Hospitals demonstrated a gradual increase in the number of patients discharged for all diagnoses whilst there was a decline in discharges for peptic ulcer related disease, (duodenal ulcer, gastric ulcer, gastrojejunal ulcer, peptic ulcer site unspecified and hiatal hernia). The mean number of peptic ulcer related disease discharges per year for 1977-80, when cimetidine became generally available, was 10% lower than that of 1972-76, mainly due to a decline in male patient numbers. The mean annual number of male patients with a duodenal ulcer fell significantly by 18% (U = 1, p less than or equal to 0.025) during the 1977-80 period, whereas female discharges decreased by only 4%. Between 1972-76 and 1977-80 the mean annual number of duodenal ulcer perforations decreased significantly by 21% in males but only by 4% in females. Surgery for peptic ulcer related disease was 47% less in 1977-80 period, with significant decreases in duodenal ulcer, gastric ulcer and hiatal hernia procedures. From 1977 to 1980 there was considerable growth in Northern Ireland general practice cimetidine prescribing with 300,000 prescriptions being dispensed over the period. Apart from male duodenal ulcer cases, hospitalisation for peptic ulcer related diseases did not decrease substantially after the introduction of cimetidine but duodenal ulcer perforation and conditions warranting surgery did decline.

Cimetidine↗
PubMedDate not supplied

Multidimensional statistical data analysis of viral hepatitis report records.

The internal connections between the variables defined by the data obtained from viral hepatitis (VH) report records completed ih a Romanian county durihg 1973 are analysed. The mathematical model for linear factorial analysis allowed a simultaneous processing of all variables and the distinction of representative factors. The conclusions of the study suggest new possible approaches by the introduction of supplementary questions in the VH report records.

Factor Analysis, Statistical↗