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Pancancer outcome prediction via a unified weakly supervised deep learning model

Overview of attention for article published in Signal Transduction and Targeted Therapy, September 2025
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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 (90th percentile)
  • High Attention Score compared to outputs of the same age and source (80th percentile)

Mentioned by

news
1 news outlet
twitter
7 X users
bluesky
2 Bluesky users

Readers on

mendeley
38 Mendeley
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Article details
Title
Pancancer outcome prediction via a unified weakly supervised deep learning model
Published in
Signal Transduction and Targeted Therapy, September 2025
DOI 10.1038/s41392-025-02374-w
Pubmed ID
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 7 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 38 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 38 100%

Demographic breakdown

Readers by professional status
Readers by professional status Count As %
Other 2 5%
Student > Bachelor 2 5%
Professor 2 5%
Student > Master 2 5%
Researcher 2 5%
Other 4 11%
Unknown 24 63%
Readers by discipline
Readers by discipline Count As %
Computer Science 6 16%
Biochemistry, Genetics and Molecular Biology 2 5%
Agricultural and Biological Sciences 2 5%
Unspecified 1 3%
Nursing and Health Professions 1 3%
Other 2 5%
Unknown 24 63%
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 01 June 2026.
All research outputs
#2,945,143
of 29,292,014 outputs
Outputs from Signal Transduction and Targeted Therapy
#544
of 2,100 outputs
Outputs of similar age
#16,620
of 183,043 outputs
Outputs of similar age from Signal Transduction and Targeted Therapy
#11
of 57 outputs
Altmetric has tracked 29,292,014 research outputs across all sources so far. Compared to these this one has done well and is in the 89th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 2,100 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 26.9. This one has gotten more attention than average, scoring higher than 74% 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 183,043 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 90% of its contemporaries.
We're also able to compare this research output to 57 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 80% of its contemporaries.