2016Computational AnalysisHierarchicalMorphological0.05DistinctRegression2020CONCLUSIONSGeneticIsolatesPragmaticRandomisationAlgorithmsLargelyTrialRetrievalMechanismNeighbourhoodsEnablesOutcomesPatternsStudy protocolInterventionsSpatialQualitativeSystematicEvaluateRepresentativeStabilityMortalityApproachesGeographicDesignStrokeAssessmentParametersRevealImplementationChronic diseasesProvenInterventionStatisticalNetworkResultsDynamicsCharacteristicsDataPerspectiveNodeSecondary analysisTrialsDevelopingConsumptionRepresentsHighSocialRatesManuscriptGuidelines
20162
- Nature Protocols 2016. (scilifelab.se)
- This study used spatial epidemiology of TB at Balimo District Hospital (BDH) was 727 cases techniques to (1) define the catchment area of BDH, (2) per 100 000 people per year from 2014 to 2016 for identify clustering of TB in the BDH catchment area and people in the combined Balimo and Gogodala local (3) investigate factors associated with high rates of TB. (who.int)
Computational Analysis1
- Computational Analysis and Phylogenetic Clustering of SARS-CoV-2 Genomes. (cdc.gov)
Hierarchical2
- Two-step cluster analysis of preclustering and subsequent hierarchical clustering was conducted in 185 patients who received triple-combo therapy in an unbiased manner. (frontiersin.org)
- A hierarchical cluster analysis led to five distinct clinical profiles of communication impairment. (bvsalud.org)
Morphological3
- This protocol describes large-scale reconstructions of selective neuronal populations, labeled following retrograde infection with a modified rabies virus expressing fluorescent markers, and independent, unbiased cluster analyses that enable comprehensive characterization of morphological metrics among distinct neuronal subclasses. (jove.com)
- The goals of this protocol are to describe steps to reconstruct the morphology of virus-labeled neurons and to perform independent, unbiased, cluster analyses on populations of labeled neurons to enable comprehensive characterization of morphological metrics along distinct neuronal subclasses. (jove.com)
- Genomic and morphological analyses identified vB_OliS_GJ44 as a siphovirus, however, due to the distant evolutionary relationship with any other known siphovirus, it is proposed that this virus could be classified as the type phage of a new Oceanospirivirus genus within the Siphoviridae family. (biomedcentral.com)
0.051
- The global Getis-Ord G method showed significant (p ≤ 0.05) maximum spatial clustering of FSAs with high SIRs at 3.3 km. (biomedcentral.com)
Distinct4
- More generally, our analyses revealed largely distinct brain networks at encoding and retrieval in which schema activation was related to successful recall. (elifesciences.org)
- Salmonella Enteritidis infection rates clustered globally at a small distance band, suggesting clustering of high SIRs in small distinct areas. (biomedcentral.com)
- This finding was supported by the local cluster analyses, where distinct FSAs with high SIRs, mainly in downtown Toronto, were detected. (biomedcentral.com)
- The main advantage of this technique is that it enables large scale analysis of neuronal morphology and utilizes unbiased methods to classify distinct neuronal subclasses. (jove.com)
Regression3
- Variables of socioeconomic status derived from these databases will be used to predict neighbourhood-level EDI vulnerability rates by conducting a series of regression analyses and latent variable models at provincial/territorial and national levels. (bmj.com)
- Second, logistic regression analysis of risk factors was done. (nih.gov)
- The primary analysis included cluster-level intent-to-treat and per-protocol analyses using negative binomial regression. (ersjournals.com)
20201
- The study protocol was published in April 2020. (biomedcentral.com)
CONCLUSIONS2
- CONCLUSIONS: The success of cluster analysis in identifying dietary exposure categories with unique demographic and nutritional correlates suggests that the approach may be useful in epidemiologic studies that examine conditions such as obesity, and in the design of nutrition interventions. (lu.se)
- Conclusions In intention-to-treat analysis, a computerised decision support tool for comprehensive drug review of elderly people with polypharmacy showed no conclusive effects on the composite of unplanned hospital admission or death by 24 months. (bmj.com)
Genetic6
- These results describe the first Oceanospirillum phage, vB_OliS_GJ44, that represents a novel viral cluster and exhibits interesting genetic features related to phage-host interactions and evolution. (biomedcentral.com)
- Genetic analyses of the outbreak strain-first by pulsed field gel electrophoresis (PFGE) and later by whole genome sequencing -were undertaken to characterize its virulence, origins, and spread. (cdc.gov)
- An article titled Comparative genomics of Vibrio cholerae from Haiti, Asia, and Africa discusses limitations of the genetic analyses carried out early in the epidemic. (cdc.gov)
- Furthermore, a phylogenetic analysis incorporating previously reported whole genome sequence data found that the Haitian isolates were indistinguishable from one of four closely related genetic clusters among the isolates from Nepal. (cdc.gov)
- This approach has been to use genomic and typical y occurs within GEP, which bioinformatic techniques to complement has a primary interest in the analysis more traditional approaches for the study and identification of common genetic of rare genetic variants. (who.int)
- Genetic may be conferring genetic susceptibility analysis comprises either candidate to cancer. (who.int)
Isolates1
Pragmatic2
- The Aqueous-PREP trial is a pragmatic, multicenter, open-label, randomized multiple period cluster crossover trial. (biomedcentral.com)
- Design Pragmatic, multicentre, cluster randomised controlled trial. (bmj.com)
Randomisation2
- 1 In CRTs, the units of randomisation are intact social groups, or 'clusters', such as hospitals, neighbourhoods or medical practices, as opposed to individuals. (bmj.com)
- Analyses for the primary and secondary outcomes will be conducted at the mother - infant dyad level and adjusted for the cluster randomisation. (bvsalud.org)
Algorithms3
- The study aims to understand the various types of fault-tolerant clustering algorithms from the existing literature. (researchbib.com)
- Here, we present a short review of existing clustering algorithms based on probabilistic and non-probabilistic factors. (researchbib.com)
- Through extensive evaluations using data from different species and tissues generated with diverse scRNA-seq protocols, we show that ItClust considerably improves clustering and cell type classification accuracy over popular unsupervised clustering and supervised cell type classification algorithms. (nature.com)
Largely1
- the latter is, in this case, largely constituted by likes, retweets, and hashtags.To arrive at specific visual themes that resonate over time we included annotated object labels, generated by Google's Cloud Vision API, in network analyses which are further discussed in the Methods section. (digitalmethods.net)
Trial14
- A major part of the evaluation is a cluster-randomised controlled trial of telehealth and telecare versus usual care in patients with long-term conditions or social care needs. (nih.gov)
- This protocol paper describes the content, design, implementation and evaluation of the cluster randomized controlled trial of the GoldiCare intervention in home care. (biomedcentral.com)
- The cluster randomized controlled trial is a 16-week workplace organizational intervention implemented through operations managers at the home care units. (biomedcentral.com)
- We conducted a cluster randomized controlled trial (cRCT) from November 25, 2018 through September 30, 2019. (plos.org)
- This manuscript serves as the formal statistical analysis plan (version 1.0) for the Aqueous-PREP trial. (biomedcentral.com)
- Cluster-randomized controlled trial comparingan individualized intervention with a general guideline implementationin geographically diverse primary care clinics of a university-affiliated Department of Veterans Affairs healthcare system. (ajmc.com)
- In a two-group cluster randomized controlled trial, GP practices are allocated by computer minimisation to an intervention group or a six-month deferred intervention group. (contemporaryobgyn.net)
- In a cluster-randomized trial done in Swaziland, Margaret McNairy and colleagues test a combined intervention for linking and retaining adults with HIV infection in care. (prolekare.cz)
- In brief, Link4Health was an implementation science study using a cluster site-randomized trial design. (prolekare.cz)
- Methods A prospective, Cluster Randomised Controlled Trial with a modified Zelen design involving 160 practices in South West England in 2010. (bmj.com)
- The data used in this study are the baseline data of a cluster randomised controlled trial (cRCT) study. (bmj.com)
- Protocol for integrated solutions for healthy birth, growth and development: a cluster-randomised controlled trial to evaluate the effectiveness of a mixed nutrition intervention package in reducing child undernutrition in Lao People's Democratic Republic. (bvsalud.org)
- We aim to conduct a cluster-randomised control trial to test the effectiveness of an integrated package of community -based nutrition -specific and nutrition -sensitive interventions compared with the standard government package of nutrition actions. (bvsalud.org)
- ETHICS AND DISSEMINATION The trial protocol was approved by the Alfred Human Research Ethic Committee (Ref 227/16) and the Lao National Ethics Committee for Health Research (Ref 81). (bvsalud.org)
Retrieval2
- It is possible to decrease the IMS computation time by use of a combination of cluster-indexing and -retrieval methods. (techbriefs.com)
- For example, in one method, the distances between each cluster and two or more reference vectors can be used for the purpose of indexing and retrieval. (techbriefs.com)
Mechanism2
- If a mechanism of continuous monitoring had been in place, unfavorable trends and a need for change in protocol would have been detected earlier. (nih.gov)
- To demonstrate this, we compare it with two other protocols, one which has same clustering mechanism as that of our protocol but is based on id instead of relative speed (IDDCP) and the second is a simple clustering protocol (IDS) where cluster head is elected periodically based on id, similar to the one proposed by Gerla et al. (auburn.edu)
Neighbourhoods1
- The purpose of this protocol is to describe the Canadian Neighbourhoods and Early Child Development (CanNECD) Study, the aims of which are to create a pan-Canadian EDI database to monitor trends over time in children's developmental health and to advance research examining the social determinants of health. (bmj.com)
Enables1
- Prioritized analysis enables proteins of interest to be consistently quantified across single-cell samples at no cost to depth of coverage. (springernature.com)
Outcomes2
- To stratify patients with polymyositis/dermatomyositis-associated interstitial lung disease (ILD) who were initially treated with an intensive regimen consisting of high-dose corticosteroids, a calcineurin inhibitor, and intravenous cyclophosphamide (triple-combo therapy) into subgroups based on mortality outcomes by a cluster analysis using a large-scale multicenter retrospective cohort of Japanese patients with myositis-associated ILD (JAMI). (frontiersin.org)
- A 12 month cohort analysis will assess maintenance of effect and assess relationship between self-efficacy and outcomes, and a qualitative study is running alongside. (contemporaryobgyn.net)
Patterns3
- OBJECTIVE: This study explored the usefulness of cluster analysis in identifying food choice patterns of three groups of adults in relation to their energy intake. (lu.se)
- One-way analysis of variance and chi 2 analysis were then performed to compared the weight status, nutrient intakes, and demographics of the food patterns. (lu.se)
- After preprocessing, spectra are commonly decomposed and clustered to reveal informative patterns and subtle spectral changes. (lu.se)
Study protocol1
- Impact of new technologies on stress , attrition and well-being in emergency call centers: the NextGeneration 9-1-1 study protocol. (cdc.gov)
Interventions3
- The long-term goal of this study is to support the development of policies, protocols, training, and interventions to strengthen responses to campus sexual assault (CSA) by campus public safety agencies in partnership with campus health and wellness centers, as well as with local law enforcement agencies and health and victim service providers. (ojp.gov)
- Cluster randomised trials (CRTs) are increasingly used to evaluate therapeutic interventions such as vaccines, as well as public health, health service delivery and knowledge translation interventions. (bmj.com)
- Each participating cluster is randomly assigned in a 1:1 ratio to provide 1 of the 2 study interventions on all eligible patients during a study period. (biomedcentral.com)
Spatial3
- This study aims to describe the spatial distribution of TB in the Balimo District Hospital (BDH) catchment area to identify TB patient clusters and factors associated with high rates of TB. (who.int)
- The locations of TB patients were mapped, and the spatial scan statistic was used to identify high- and low-rate TB clusters in the BDH catchment area. (who.int)
- 2 Furthermore, rates of The approach aimed to il ustrate the local TB burden in paediatric and extrapulmonary TB have been identified the context of the geography of this remote region of PNG, as very high, with 25.0% of patients aged 0-14 years, using mapping to il ustrate the results as a complement and 77.1% of patients diagnosed with extrapulmonary to the underlying quantitative spatial analysis. (who.int)
Qualitative1
- Differences and similarities in the platforms were detected using qualitative interpretation of the clusters of both object labels and images that cluster around such labels. (digitalmethods.net)
Systematic3
- Nevertheless, a systematic, integrated approach is needed for responding to reports of clusters. (cdc.gov)
- Although a systematic approach is vital, health agencies should be flexible in their method of analysis and tests of statistical significance. (cdc.gov)
- To provide epidemiologic and statistical source material to state and local health agencies to aid in their development of a systematic approach to the evaluation of clusters of health events. (cdc.gov)
Evaluate1
- We conduct extensive simulations using ns-3 simulator and perform theoretical analyses to evaluate the network performance. (researchgate.net)
Representative4
- The sampling plan follows a complex, stratified, multistage, probability-cluster design to select a representative sample of the civilian, noninstitutionalized population in the United States based on age, gender, and race/ethnicity. (cdc.gov)
- Incoming data vectors are compared with clustered vectors representative of normal operation. (techbriefs.com)
- Once the database has been generated, the IMS compares the vectors of incoming sensor data with vectors representative of the clusters. (techbriefs.com)
- Thus, we propose a new viral genus Oceanospirivirus within the Siphoviridae family to reconcile this cluster, with vB_OliS_GJ44 as a representative member. (biomedcentral.com)
Stability1
- Simulation results show the efficiency of these protocols for parameters such as energy dissipation, type of first node dead, throughput, network lifetime, network stability. (stmjournals.in)
Mortality1
- To find out whether the cluster of failures could have been related to chance alone, to variability of risk factors across time, or to suboptimal performance, we conducted the following analyses: First, identification of trends with the cumulative sum procedure was undertaken and actual mortality compared with the mortality predicted from an equation derived from a multi-institutional study. (nih.gov)
Approaches1
- Ms Nicole Suty (until June 2015) standard approaches, and in all cases multi-omics analysis (Assi et al. (who.int)
Geographic2
Design4
- DESIGN: Food frequency data were converted to percentage of total energy from 38 food groups and entered into a cluster analysis procedure. (lu.se)
- Assistance is available for design, implementation and analysis. (vumc.org)
- The Ottawa Statement on the Ethical Design and Conduct of Cluster Randomised Trials is the first international ethical guidance document specific to cluster trials, but it is unknown if it adequately addresses issues in low-resource settings. (bmj.com)
- A cluster design was chosen to avoid disruption of service delivery, enable better fit within the routine workings at the clinical site, and allow the clinic staff to more easily implement the study. (prolekare.cz)
Stroke2
- Following her widely-cited (initial work on stroke detection by emergency medical services, she received a career development award (K08 HS17965) from the Agency of Healthcare Research and Quality to study the impact of a stroke destination protocol for emergency service provides that increased access to primary stroke centers in two California counties. (stanford.edu)
- The findings from this work has led to a national study on the effectiveness of a stroke destination protocol for emergency medical service providers and is funded by the Agency of Health Care Research and Quality (R01 HS026207). (stanford.edu)
Assessment1
- Numerous related issues--such as the epidemiologic workup of infectious disease outbreaks, the assessment of the health effects of environmental exposures, the prospective detection of clusters, and the investigation of interpersonal networks--are not addressed. (cdc.gov)
Parameters1
Reveal1
- Through the analysis of such activities, we may reveal what affect means within particular discursive online (hashtag) spaces. (digitalmethods.net)
Implementation1
- It's Microsoft's implementation of the R programming language 'integrated with Spark clusters created from HDInsight,' which can process terabytes of data. (redmondmag.com)
Chronic diseases1
- Clusters of health events, such as chronic diseases, injuries, and birth defects, are often reported to health agencies. (cdc.gov)
Proven3
- Clustering is one of the proven models for efficient energy management in a wireless sensor network (WSN). (researchbib.com)
- There evolved many transmission approached to estimate cost of energy consumption in WSNs, out of which cluster based scheme proven to be most accurate. (stmjournals.in)
- Many researchers have been working on designing a protocol which should be energy effective and proven to be most energy efficient clustering protocol for Wireless sensor networks. (stmjournals.in)
Intervention3
- After completing a 2-month period, the participating cluster crosses over to the alternative intervention. (biomedcentral.com)
- The final analysis of the post-intervention data is ongoing. (bmj.com)
- The difference in prevalence of low birth weight , wasting and stunting between control and intervention groups will be assessed using Pearson's χ2 tests and 95% CIs for the group difference, adjusted for clustering . (bvsalud.org)
Statistical4
- STATISTICAL ANALYSIS PERFORMED: Subjects were clustered according to food energy sources using the FASTCLUS procedure in the Statistical Analysis System. (lu.se)
- In addition to having epidemiologic and statistical expertise, health agencies should recognize the social dimensions of a cluster and should develop an approach for investigating clusters that best maintains critical community relationships and that does not excessively deplete resources. (cdc.gov)
- In dealing with cluster reports, the general public is not likely to be satisfied with complex epidemiologic or statistical arguments that deny the existence or importance of a cluster. (cdc.gov)
- The statistical analysis plan was completed on February 28, 2022. (biomedcentral.com)
Network4
- Based on a text mining analysis of the Twitter hashtag #prayforsyria we explored the query contexts of positive and negative words of affect for this network. (digitalmethods.net)
- 1]. We did the analysis from three di erent perspectives, in terms of time, clustering, and network packets. (auburn.edu)
- To estimate the network performance, number of protocol packets, and application packets transmitted were measured. (auburn.edu)
- Computer network protocols. (iyte.edu.tr)
Results5
- Pooled samples are used when larger sample volumes are needed to improve the sensitivity of the measurements and to reduce the number of samples being analyzed, balancing the cost of the analysis against a low frequency of detectable results. (cdc.gov)
- RESULTS: Six food pattern clusters were identified. (lu.se)
- Our experimental results verified that the AHH-VBF routing protocol outperforms HH-VBF protocol, naïve Flooding and RDBF in terms of energy efficiency, end-to-end delay and data delivery ratio. (researchgate.net)
- Results show that in RSDCP, vehicles are part of cluster 30% longer than IDS and nearly 5% longer than IDDCP. (auburn.edu)
- Results were similar, but attenuated in per-protocol analyses. (ersjournals.com)
Dynamics1
- They promote evidence-based health policymaking through a comprehensive and rigorous analysis of the dynamics of the health situation and health system in the country. (who.int)
Characteristics1
- Definition, Background, and Characteristics of Clusters As used in these guidelines, the term 'cluster' is an unusual aggregation, real or perceived, of health events that are grouped together in time and space and that are reported to a health agency. (cdc.gov)
Data15
- Methods and analysis Canada-wide EDI records from 2004 to 2014 (representing over 700 000 children) will be linked to Canada Census and Income Taxfiler data. (bmj.com)
- SETTING: Data were collected as part of three studies in two US metropolitan areas using identical protocols. (lu.se)
- The Inductive Learning Module builds a database containing clusters of sensor-data vectors. (techbriefs.com)
- Each cluster in the database represents a range of normal variations of sensor data during normal operation. (techbriefs.com)
- The monitored system is deemed to be operating normally or abnormally, depending on whether the vector of incoming sensor data is or is not, respectively, sufficiently close to one of the clusters. (techbriefs.com)
- For example, the distance of a vector of incoming sensor data from the nearest cluster could serve as an indication of the severity of a malfunction. (techbriefs.com)
- Bayesian cluster analysis of single molecule localisation microscopy data. (scilifelab.se)
- Whether you are a cell biologist or a data analysis enthusiast from physics, computer science or engineering background, if you have a deep interest in using imaging to better understand immune cells, get in touch! (scilifelab.se)
- Azure Data Lake is a service for 'Big Data' massively parallel types of analyses, with the ability to tap into pools of structured and unstructured data without limits. (redmondmag.com)
- Essentially, Microsoft takes care of managing the cluster for developers or data scientists. (redmondmag.com)
- Additionally, Data Lake Store is designed to have 'no limits' on the data size or the number of files or objects used in the analysis. (redmondmag.com)
- No repartitioning of the data is required to run analyses. (redmondmag.com)
- Data are encrypted in motion using the Secure Sockets Layer protocol. (redmondmag.com)
- rMAP: the Rapid Microbial Analysis Pipeline for ESKAPE bacterial group whole-genome sequence data. (cdc.gov)
- Health information is the continuous collection and analysis of health data coming from different sources. (who.int)
Perspective2
- From a public health perspective, the perception of a cluster in a community may be as important as, or more important than, an actual cluster. (cdc.gov)
- From clustering perspective, number of clusters, and number v of vehicles per cluster were measured. (auburn.edu)
Node1
- After copying the FASTQ files from the project archive to the cluster node it will run Hisat (no masking step). (lu.se)
Secondary analysis1
- The new secondary analysis pipeline should be implemented. (lu.se)
Trials3
- The increasing use of cluster randomised trials in low-resource settings raises unique ethical issues. (bmj.com)
- In this paper, we seek to identify any gaps in the Ottawa Statement relevant to cluster trials conducted in low-resource settings. (bmj.com)
- Our analysis identified six ethical aspects of cluster randomised trials in low-resource settings that require further guidance. (bmj.com)
Developing1
- The C omputational M icroscopy for C ell B iology (CMCB) laboratory is a multidisciplinary team developing cutting-edge image analysis strategies to answer fundamental biology questions with advanced light microscopy. (scilifelab.se)
Consumption1
- Subjects in the two clusters associated with high consumption of pastry and meat had significantly higher fat intakes (P = .0001). (lu.se)
Represents1
- This paper represents a valuable single-cell level analysis of tendon enthesis development. (elifesciences.org)
High6
- Subjects in two other clusters, those associated with high intake of skim milk and a broad distribution of energy sources had significantly higher micronutrient levels (P = .0001). (lu.se)
- Global clustering of FSAs with high or low non-smoothed SIRs was evaluated using the Getis-Ord G method. (biomedcentral.com)
- Local clustering of FSAs with high, low, or dissimilar non-smoothed SIRs was assessed using the Getis-Ord Gi* and the Local Moran's I methods. (biomedcentral.com)
- We propose a clustering protocol, RSDCP which adapts dynamically to high mobility of vehicles. (auburn.edu)
- In the Gogodala region (Balimo Urban and Gogodala Rural LLGs), high-rate clusters occurred closer to the town of Balimo, while low-rate clusters were located in more remote regions. (who.int)
- In addition, closer proximity to Balimo was a predictor of high-rate clustering. (who.int)
Social2
- What can AI mean for visual analysis in social networks? (digitalmethods.net)
- It can be used for operations such as 'fraud detection, click-stream analysis, financial alerts, or social analytics solutions,' the announcement indicated. (redmondmag.com)
Rates1
- Cumulative survival rates were compared using Kaplan-Meier analysis, and the log-rank test was used to test for significant differences between two groups. (frontiersin.org)
Manuscript1
- The protocol manuscript link is given below https://trialsjournal.biomedcentral.com/articles/10.1186/s13063-018-3100-y . (bmj.com)
Guidelines1
- To provide generic guidelines for assessing clusters of health events (e.g., noninfectious diseases, injuries, birth defects, and previously unrecognized syndromes or illnesses). (cdc.gov)