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Correlating natural language processing and automated speech analysis with clinician assessment to quantify speech-language changes in mild cognitive impairment and Alzheimer’s dementia

Overview of attention for article published in Alzheimer's Research & Therapy, June 2021
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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 (71st percentile)

Mentioned by

twitter
12 tweeters

Citations

dimensions_citation
8 Dimensions

Readers on

mendeley
52 Mendeley
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Title
Correlating natural language processing and automated speech analysis with clinician assessment to quantify speech-language changes in mild cognitive impairment and Alzheimer’s dementia
Published in
Alzheimer's Research & Therapy, June 2021
DOI 10.1186/s13195-021-00848-x
Pubmed ID
Authors

Anthony Yeung, Andrea Iaboni, Elizabeth Rochon, Monica Lavoie, Calvin Santiago, Maria Yancheva, Jekaterina Novikova, Mengdan Xu, Jessica Robin, Liam D. Kaufman, Fariya Mostafa

Twitter Demographics

The data shown below were collected from the profiles of 12 tweeters who shared this research output. Click here to find out more about how the information was compiled.

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 %
Professor 6 12%
Researcher 6 12%
Student > Bachelor 5 10%
Unspecified 5 10%
Student > Master 5 10%
Other 10 19%
Unknown 15 29%
Readers by discipline Count As %
Engineering 6 12%
Psychology 6 12%
Computer Science 5 10%
Unspecified 5 10%
Neuroscience 4 8%
Other 9 17%
Unknown 17 33%

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 21 September 2021.
All research outputs
#4,998,002
of 20,536,352 outputs
Outputs from Alzheimer's Research & Therapy
#845
of 1,065 outputs
Outputs of similar age
#98,411
of 345,226 outputs
Outputs of similar age from Alzheimer's Research & Therapy
#1
of 1 outputs
Altmetric has tracked 20,536,352 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 1,065 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 23.3. This one is in the 20th percentile – i.e., 20% 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 345,226 tracked outputs that were published within six weeks on either side of this one in any source. This one has gotten more attention than average, scoring higher than 71% of its contemporaries.
We're also able to compare this research output to 1 others from the same source and published within six weeks on either side of this one. This one has scored higher than all of them