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Labelling instructions matter in biomedical image analysis

Overview of attention for article published in Nature Machine Intelligence, March 2023
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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)
  • Average Attention Score compared to outputs of the same age and source

Mentioned by

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21 X users

Readers on

mendeley
85 Mendeley
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Article details
Title
Labelling instructions matter in biomedical image analysis
Published in
Nature Machine Intelligence, March 2023
DOI 10.1038/s42256-023-00625-5
Authors

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Timeline Attention over time Attention Score history
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Activity
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X Demographics

X Demographics

The data shown below were collected from the profiles of 21 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 85 Mendeley readers of this research output. Click here to see the associated Mendeley record.
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Geographical breakdown

Geographical breakdown
Country Count As %
Unknown 85 100%

Demographic breakdown

Readers by professional status
Readers by professional status Count As %
Student > Ph. D. Student 14 16%
Researcher 9 11%
Student > Master 7 8%
Other 6 7%
Student > Bachelor 3 4%
Other 7 8%
Unknown 39 46%
Readers by discipline
Readers by discipline Count As %
Engineering 11 13%
Computer Science 9 11%
Medicine and Dentistry 8 9%
Materials Science 4 5%
Agricultural and Biological Sciences 3 4%
Other 10 12%
Unknown 40 47%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 14. 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 02 September 2023.
All research outputs
#2,868,261
of 28,892,035 outputs
Outputs from Nature Machine Intelligence
#573
of 992 outputs
Outputs of similar age
#53,164
of 437,444 outputs
Outputs of similar age from Nature Machine Intelligence
#33
of 48 outputs
Altmetric has tracked 28,892,035 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 992 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 63.9. This one is in the 42nd percentile – i.e., 42% 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 437,444 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 48 others from the same source and published within six weeks on either side of this one. This one is in the 31st percentile – i.e., 31% of its contemporaries scored the same or lower than it.