Distinct cluster. Medical search. Frequent questions

we used hierarchical cluster and discriminant function analysis to demonstrate that CCK interneurons can be segregated into three distinct subtypes (I, II, III) based on their passive and active membrane properties. (nih.gov)
For example, [18] concluded that between hierarchical clustering, DBSCAN clustering, and K-means, the latest provided the most precise results with the most distinct and relevant clusters and was selected as their main algorithm. (researchgate.net)
We hypothesized the existence of distinct phenotype-based groups within the very heterogeneous population of patients of heart failure with preserved ejection fraction (HFpEF) and using an unsupervised hierarchical clustering applied to plasma concentration of various biomarkers. (karger.com)
Using artificial neural networks as well as standard hierarchical clustering techniques, the tumors could be classified according to ER status, and a list of genes which discriminate tumors according to ER status was generated. (lu.se)

Overall, most sequenced isolates were similar to each other and did not form a distinct population. (usda.gov)
Most of the isolates (95%) clustered in clade 3. (usda.gov)
Within each serovar, isolates grouped into one or two clusters (≤14 SNPs). (bvsalud.org)
Sequences of representative silo survey isolates clustered with sequences of Salmonella strains isolated from U.S. pistachio-associated samples collected between 2008 and 2018 available on the National Center for Biotechnology Information database, and, in all but two cases, not with sequences of Salmonella strains recovered from raw California almonds from 2001 through 2013. (bvsalud.org)

When using the K-Means Clustering Algorithm, is it possible to have a set of data which results in an Infinite Loop? (stackoverflow.com)
I recently was introduced to the K-Means Clustering algorithm, and unsupervised machine learning algorithm, and I was intrigued by the though that one some sets of data, even if completely random, the average centroids drawn could keep changing through each iteration. (stackoverflow.com)
Secondly, a k-means algorithm is always optimizing a loss function , based on the sum of squared distances between each data point and it's assigned cluster center. (stackoverflow.com)

Thus, we detected that pre-compiled lists are not the best method to remove stop-words before clustering because there is much ambiguity, centroids are poorly separated, and only 57% of clusters could match a movie genre. (researchgate.net)

In cluster 1, 46 suspected and 7 confirmed cases occurred among technical training students who reported symptom onset from 12 June to 21 June. (health.mil)
In cluster 2, 18 suspected and 14 confirmed cases in basic military training trainees reported symptom onset from 29 June to 8 July. (health.mil)
Are avoidance and numbing distinct PTSD symptom clusters? (bvsalud.org)

We show that germline SBDS deficiency establishes a fitness constraint that drives selection of somatic clones via two distinct mechanisms with different clinical consequences. (nature.com)
Six inflammasome clusters were robustly established with distinct molecular, biological, clinical, and therapeutic features. (thno.org)
We examined a large population of children with juvenile PsA for evidence of phenotypic clustering that could suggest the presence of distinct clinical entities. (nih.gov)
Cluster analysis identified largely overlapping subgroups but suggested that the presence of dactylitis, rather than age, has the greatest capacity to predict essential features of the clinical phenotype. (nih.gov)

Here, we use whole exome sequencing and copy number variation (CNV) analysis coupled with RNA-Seq to stratify VQ lines into corresponding clusters: Cluster I VQ cells carried recurrent amplification of chromosome (chr) 3 and displayed upregulation of growth pathways and high-risk myeloma gene signatures, whereas Cluster II cells had monosomy chr5 and overexpressed genes and pathways associated with positive response to bortezomib (Btz) treatment in human MM patients. (biorxiv.org)

In fact, this aggregation architecture of service center can be applied not only to the scene deployed in multiple datacenters, but also to the scene services data aggregation in multiple kubernetes clusters. (readthedocs.io)

Distinct genomic variability exists between host-specific members of the genus. (medscape.com)
The genomic evidence suggests that strains of Salmonella Agona, Liverpool Cluster A, Montevideo Clusters A and B, Senftenberg, and Worthington have persisted in the California pistachio environment for ≥3 years and some of these strains have been reported exclusively in association with pistachios. (bvsalud.org)

it is also possible that the parasite populations circulating on the island of Borneo are distinct from those found in continental Malaysia. (cdc.gov)
Juvenile PsA comprises 2 distinct populations of patients. (nih.gov)
In particular, disjunct northern populations of P. glasshousiensis probably represent a distinct species, the five subspecies of P. myoporoides could be treated as separate species and at least two other distinct groups that are currently included under the circumscription of subsp. (bioone.org)

These data suggest that CCK interneurons of the BLA are a heterogeneous population and may be functionally distinct subpopulations that differentially contribute to the processing of emotionally salient stimuli. (nih.gov)

Unsupervised clustering was used for sample classification based on gene set enrichment. (thno.org)

Facilities in cluster number 1 had the highest rates of occupational injuries in each survey, particularly those in the Standard Industrial Classification 35 which includes the manufacture of machinery, except electrical. (cdc.gov)

To identify segregation into phenotypic groups, we compared younger patients with their older counterparts and subjected the whole population to 2-step cluster analysis. (nih.gov)
Cluster analysis showed that the lakes comprised distinct BCs. (int-res.com)
However, the 60% who call the invasion a mistake and want to set a timetable to get out are fractured into four distinct groups, a USA TODAY analysis of public opinion toward the war concludes. (military-quotes.com)
Cluster analysis was used to investigate trends in the provision of medical care in industrial facilities over the years. (cdc.gov)
Content-analysis using clustering revealed distinct clusters of terms associated with each class. (researchgate.net)

More African Americans were seen in cluster 2 (82 versus 9 percent), which also had higher worst-itch numeric rating scale scores (9.5 ± 0.9 versus 8.3 ± 1.2) and higher Dermatology Life Quality Index scores, indicating lower quality of life (21.9 ± 6.4 versus 13.0 ± 4.1). (dermsquared.com)
A higher rate of myelopathy was seen in cluster 1 (67 versus 18 percent). (dermsquared.com)

Our study highlights Cluster I VQ lines as highly representative of human high-risk MM subset. (biorxiv.org)

Haplotype network analyses of sequences from 2 P. knowlesi genes, type A small subunit ribosomal 18S RNA and cytochrome c oxidase subunit I, showed 2 genetically distinct divergent clusters, 1 from each of the 2 regions of Malaysia. (cdc.gov)

Link clusters appearing within a time-line (typically measured in six week segments when search engines update their cache) leave a trail and are essentially like footprints in the sand. (seodesignsolutions.com)

In B cells, this class of receptors has been shown to be expressed in distinct patterns associated with development and activation [ 11 ]. (nature.com)

The objectives of this investigation were to describe the epidemiological characteristic of the cluster and identify potential risk factors and control measures to be instituted to prevent further occurrence of MERS. (who.int)
Although multiple health care-associated clusters have been identified, further investigation is needed of the specific risk factors for transmission within health care facilities. (cdc.gov)
Cette investigation avait pour objectifs de détailler les caractéristiques épidémiologiques de ce groupe de cas et d'identifier les facteurs de risque potentiels ainsi que les mesures de lutte à mettre en place afin d'empêcher la survenue de nouveaux cas de MERS. (who.int)

Edge cases exist where some teams may require specific versions of artifacts and may "pin" cluster resources to a particular version, essentially opting out of managed artifact promotion. (github.com)
The value for mapping a cluster with movie genre was 81.34% ± 20.48 of the cases when the TF-IDF was applied, whereas Word2Vec only yielded a 53.51% ± 24.1. (researchgate.net)
The cluster of cases appeared to be due to high exposure to MERS, delayed diagnosis, inadequate risk communication and inadequate compliance of hospital health workers and visitors with infection prevention and control measures. (who.int)
The 182 reported cases include multiple distinct spatiotemporal clusters and 32 identified infections in health care workers. (cdc.gov)
Reanalysis of food consumption histories of cases by WGS cluster provided additional specificity when assessing associations. (who.int)
WGS clearly distinguished the outbreak cases into distinct clusters, demonstrating its potential value for use in real time to support non-point source foodborne disease outbreaks of limited geographical spread. (who.int)

In the 17th century, Rene Descartes postulated mind-body dualism, in which mind and body are 2 distinct substances that could not exist in unity, with the body subject to mechanical laws, but not the mind. (medscape.com)

The service centers deployed in distinct kubernetes clusters can communicate with each other, sync the services data from other kubernetes clusters. (readthedocs.io)
The distinct clustering of class-specific keywords may help conduct targeted data collection, overcoming under-representation of minority classes. (researchgate.net)
Thus, K-means clustering is an adequate and widely used tool for analyzing text data. (researchgate.net)
For N data points, there are only N ^ k distinct arrangements for the data points. (stackoverflow.com)
Essentially, the only way this can cause a cycle is if a data point has equal distance for two clusters, and is allowed to change clusters away from it's current cluster even on equal distance. (stackoverflow.com)

Importantly, clusters with inflammasome signaling activation were found to be immunosuppressive and resistant to ICB treatment. (thno.org)
We report a clustering of public human protein kinase structures based on the conformations of two structural elements, the activation segment and the C-helix, revealing three discrete clusters. (rcsb.org)

The clusters resulting from each survey were then compared for differences in physician hours per employee per week and occupational injury rates per 1000 employees. (cdc.gov)
Each survey revealed four distinct clusters. (cdc.gov)
As the mean number of employees increased in each cluster in each survey, the number of physician hours per week per 10,000 employees decreased. (cdc.gov)
Clusters in the National Occupational Hazard Survey (NOES) survey included facilities with more employees. (cdc.gov)
The mean number of physician hours per week per 10,000 employees decreased most between clusters 1 and 2 in each survey. (cdc.gov)
Mean rates of reported occupational injuries per year per 1,000 employees decreased in each cluster and in each survey. (cdc.gov)
In particular, surveys like the South Pole Telescope 2500 deg^2 survey have discovered hundreds of distant clusters, allowing us to trace for the first time the evolution of clusters from shortly after their collapse (z~2) to present day (z~0). (umass.edu)

We previously characterized a VQ model for human high-risk MM. Different VQ lines display distinct disease phenotypes and survivals, suggesting significant intra-model variation. (biorxiv.org)

Two distinct clusters of patients with prurigo nodularis (PN) have been identified, and these clusters have noninflammatory and inflammatory plasma profiles, according to a study published online Oct. 27 in the Journal of Investigative Dermatology . (dermsquared.com)

Moreover, we found that the text vectorization technique significantly impacts the clustering formation, comparing TF-IDF and Word2Vec. (researchgate.net)

Roman numbers indicate 12 distinct disease clusters (DCs) of at least four PIDs about which at least five methods agreed. (lu.se)

In this study, a new K-means clustering method proposed to evaluate the cluster customers' profitability in telecommunication industry in Sri Lanka. (scirp.org)

The M44 generator cluster was an American chemical cluster bomb designed to deliver the incapacitating agent BZ. (wikipedia.org)
Weighing 175 pounds (79 kg) the M44 generator cluster was a cluster bomb which was designed to deliver approximately 39 pounds (18 kg) of the chemical incapacitating agent BZ. (wikipedia.org)

These findings highlight significant disease heterogeneity, implicating that there are distinct endotypes in PN that may enable precision medicine approaches to the treatment of PN," the authors write. (dermsquared.com)

We trained and evaluated multi-class classifiers, and performed term-level k-means clustering to assess whether there were terms closely associated with the three classes. (researchgate.net)
In this talk, I will highlight recent efforts to understand the observed evolution in the most massive clusters, in terms of the large-scale hot intracluster gas, the cooling gas in the very center of the cluster, the most massive central galaxy, and the supermassive black hole at the very center. (umass.edu)

Each distinct type of resource is defined by its API version and kind . (github.com)

Build a beefy back using 3 distinct and powerful cycles. (muscleandstrength.com)
The volume, cluster and strength system is structured in 9 week cycles. (muscleandstrength.com)

This distinct form meant the buildings core, containing lifts, stairs, toilets and plant rooms, could be offset to the south of the building. (arup.com)

Furthermore, RFM model mainly used as an input variable for K-means clustering and distortion curve used to identify optimal number of initial clusters. (scirp.org)

In addition, I will attempt summarize the current state of galaxy cluster surveys and briefly discuss the potential of next-generation surveys. (umass.edu)

Consistently, in sharp contrast to Cluster II VQ cells that showed short-term response to Btz, Cluster I VQ cells were de novo resistant to Btz in vivo . (biorxiv.org)

This study was one of the first to apply WGS to a geographically limited cluster of salmonellosis in Australia. (who.int)

There are key features that make migraine distinct from tension headaches and cluster headaches, which are rare. (webmd.com)

Clustering: Error for 'Lose' its Member During Initial. (stackoverflow.com)

In recent years, the number of known galaxy clusters has grown dramatically, thanks in large part to the success of surveys utilizing the Sunyaev Zel'dovich effect. (umass.edu)

Anatomy3

Organisms7

Diseases1

Chemicals and Drugs32

Analytical, Diagnostic and Therapeutic Techniques and Equipment30

Phenomena and Processes57

Disciplines and Occupations6

Anthropology, Education, Sociology and Social Phenomena1

Information Science7

Health Care8

Hierarchical4

Isolates4

Algorithm3

Centroids1

Symptom3

Clinical4

Signatures1

Aggregation1

Genomic2

Populations3

Heterogeneous population1

Gene1

Classification1

Analysis5

Versus2

Representative1

Genes1

Typically1

Patterns1

Investigation3

Cases6

Substances1

Data5

Activation2

Survey7

Display1

Patients1

Found1

Methods1

Method1

Chemical2

Disease1

Terms2

Type1

Cycles2

Form1

Identify1

Potential1

Cells1

Study1

Make1

Initial1

Recent1