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Choice of pre-processing pipeline influences clustering quality of scRNA-seq datasets

Overview of attention for article published in BMC Genomics, September 2021
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (87th percentile)
  • High Attention Score compared to outputs of the same age and source (97th percentile)

Mentioned by

blogs
1 blog
twitter
15 X users

Citations

dimensions_citation
6 Dimensions

Readers on

mendeley
52 Mendeley
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Title
Choice of pre-processing pipeline influences clustering quality of scRNA-seq datasets
Published in
BMC Genomics, September 2021
DOI 10.1186/s12864-021-07930-6
Pubmed ID
Authors

Inbal Shainer, Manuel Stemmer

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 52 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 52 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 10 19%
Student > Ph. D. Student 9 17%
Student > Master 8 15%
Student > Bachelor 5 10%
Student > Postgraduate 2 4%
Other 6 12%
Unknown 12 23%
Readers by discipline Count As %
Biochemistry, Genetics and Molecular Biology 13 25%
Agricultural and Biological Sciences 8 15%
Computer Science 4 8%
Immunology and Microbiology 4 8%
Medicine and Dentistry 4 8%
Other 4 8%
Unknown 15 29%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 15. 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 18 March 2022.
All research outputs
#2,463,240
of 25,529,543 outputs
Outputs from BMC Genomics
#658
of 11,275 outputs
Outputs of similar age
#55,756
of 434,719 outputs
Outputs of similar age from BMC Genomics
#5
of 144 outputs
Altmetric has tracked 25,529,543 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 90th percentile: it's in the top 10% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 11,275 research outputs from this source. They receive a mean Attention Score of 4.8. This one has done particularly well, scoring higher than 94% of its peers.
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 434,719 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 87% of its contemporaries.
We're also able to compare this research output to 144 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 97% of its contemporaries.