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Swarm learning for decentralized artificial intelligence in cancer histopathology

Overview of attention for article published in Nature Medicine, April 2022
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (99th percentile)
  • High Attention Score compared to outputs of the same age and source (87th percentile)

Mentioned by

news
23 news outlets
blogs
1 blog
twitter
201 X users
facebook
3 Facebook pages
reddit
1 Redditor
guideline
1 clinical guideline source
podcasts
2 podcasts

Readers on

mendeley
205 Mendeley
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Timeline Attention over time Attention Score history
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X Demographics

X Demographics

The data shown below were collected from the profiles of 201 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley demographics

Mendeley demographics

The data shown below were compiled from readership statistics for 205 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Geographical breakdown
Country Count As %
Unknown 205 100%

Demographic breakdown

Readers by professional status
Readers by professional status Count As %
Researcher 33 16%
Student > Ph. D. Student 21 10%
Other 8 4%
Student > Doctoral Student 8 4%
Student > Master 8 4%
Other 23 11%
Unknown 104 51%
Readers by discipline
Readers by discipline Count As %
Computer Science 27 13%
Medicine and Dentistry 25 12%
Biochemistry, Genetics and Molecular Biology 9 4%
Engineering 7 3%
Business, Management and Accounting 4 2%
Other 23 11%
Unknown 110 54%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 310. 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 07 August 2025.
All research outputs
#139,481
of 34,343,841 outputs
Outputs from Nature Medicine
#743
of 11,553 outputs
Outputs of similar age
#3,679
of 470,287 outputs
Outputs of similar age from Nature Medicine
#18
of 148 outputs
Altmetric has tracked 34,343,841 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 99th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 11,553 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 109.2. This one has done particularly well, scoring higher than 93% 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 470,287 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 99% of its contemporaries.
We're also able to compare this research output to 148 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 87% of its contemporaries.