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Back|Scientists have created AI to detect diabetes by voice
Scientists have created AI to detect diabetes by voice
Health
Лента.ру·58 minutes ago·Health·1 min read·🇷🇺Russia·

Scientists have created AI to detect diabetes by voice

The algorithm recognizes signs of type 2 diabetes in just 20 seconds of speech

Quick Look

  • Scientists have developed an AI system that can detect type 2 diabetes from 20 seconds of speech with an accuracy of 82%.
  • The algorithm analyzes the acoustic features of the voice.

AI-generated summary

Why It Matters

Scientists presented the study results at the European Association for the Study of Diabetes (EASD) conference.

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Scientists have created an artificial intelligence (AI) system that can detect signs of type 2 diabetes in just 20 seconds of speech. The algorithm recognizes characteristic voice changes associated with the disease. The study results were presented at the annual conference of the European Association for the Study of Diabetes (EASD).

To train the system, the researchers used 63,283 voice recordings from more than 21 thousand people from the US and UK. The algorithm was then tested on new recordings in which participants read one of Aesop's fables for 20 seconds.

As it turns out, diabetes can affect the voice: people with the disease have previously been found to have increased hoarseness and roughness in their voices, as well as poorer breathing control during speech. The AI ​​analyzed a set of similar acoustic features that a person himself may not notice.

When tested on 7,319 adults, the algorithm assigned a higher risk to a person with diabetes than to a person without the disease 80 percent of the time.

The results were then compared with blood tests from 801 participants. In this case, the system correctly identified 82 percent of people with diabetes. The algorithm also categorized people into low, medium and high risk groups. None of the participants identified by the AI ​​as low risk had diabetes or prediabetes in their blood tests.

The authors believe that in the future, voice analysis could be used for rapid initial screening over the phone or through an app.

What to Watch

AI outlook — possibilities, not facts

  • Using voice analysis for initial screening by phone or app

    Possible · Within months

Open Questions

  • ?When will the system be introduced into medical practice?
  • ?Will the app be available to the general public?

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This article was originally published by Лента.ру.

Quick Look

  • Scientists have developed an AI system that can detect type 2 diabetes from 20 seconds of speech with an accuracy of 82%.
  • The algorithm analyzes the acoustic features of the voice.

AI-generated summary

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News tone
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High
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High
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Global
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Likely
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Source & Reliability

Source
Лента.ру
Story type
Hard news
Source quality
Full
Published
58 minutes ago
View original
artificial intelligence
diabetes mellitus
health
artificial intelligence
European Association for the Study of Diabetes
USA
UK
diabetes mellitus
health
diagnostics
voice

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