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Clustering Deviation Index (CDI): a robust and accurate internal measure for evaluating scRNA-seq data clustering

Overview of attention for article published in Genome Biology, December 2022
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • Good Attention Score compared to outputs of the same age (76th percentile)

Mentioned by

twitter
15 X users

Readers on

mendeley
20 Mendeley
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Title
Clustering Deviation Index (CDI): a robust and accurate internal measure for evaluating scRNA-seq data clustering
Published in
Genome Biology, December 2022
DOI 10.1186/s13059-022-02825-5
Pubmed ID
Authors

Jiyuan Fang, Cliburn Chan, Kouros Owzar, Liuyang Wang, Diyuan Qin, Qi-Jing Li, Jichun Xie

X Demographics

X Demographics

The data shown below were collected from the profiles of 15 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 20 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 20 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 5 25%
Researcher 4 20%
Student > Master 2 10%
Professor 1 5%
Student > Doctoral Student 1 5%
Other 1 5%
Unknown 6 30%
Readers by discipline Count As %
Computer Science 5 25%
Biochemistry, Genetics and Molecular Biology 4 20%
Chemistry 1 5%
Neuroscience 1 5%
Unknown 9 45%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 6. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 23 January 2023.
All research outputs
#6,245,036
of 25,392,582 outputs
Outputs from Genome Biology
#3,008
of 4,470 outputs
Outputs of similar age
#113,736
of 476,887 outputs
Outputs of similar age from Genome Biology
#44
of 54 outputs
Altmetric has tracked 25,392,582 research outputs across all sources so far. Compared to these this one has done well and is in the 75th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 4,470 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 27.6. This one is in the 32nd percentile – i.e., 32% of its peers scored the same or lower than it.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 476,887 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 76% of its contemporaries.
We're also able to compare this research output to 54 others from the same source and published within six weeks on either side of this one. This one is in the 18th percentile – i.e., 18% of its contemporaries scored the same or lower than it.