Ten-second voice recordings interpreted by artificial intelligence could be used to screen for Type 2 diabetes, a study has found.
The model developed by the scientists at Klick Labs was 89 per cent accurate for women and 86 per cent accurate for men.
The study suggests that Type 2 diabetes induces subtle changes in a person's voice.
These changes, such as variations in pitch and intensity, are not easily perceivable by the human ear but can be detected and analysed through specialised technology.
This research suggests a potential shift towards more accessible and cost-effective preliminary screening methods for Type 2 diabetes, a condition that remains undiagnosed in almost half of the 240 million adults affected globally.
In the study published in Mayo Clinic Proceedings: Digital Health, participants, both non-diabetic and those with type 2 diabetes, were asked to record a phrase six times daily for two weeks using their smartphones.
A total of 267 participants contributed to more than 18,000 recordings, which were then analysed for differences in 14 vocal features, including pitch and intensity.
The AI model used these vocal features, alongside basic health data such as age, sex, height and weight, to distinguish between non-diabetic individuals and those with Type 2 diabetes.
Jaycee Kaufman, a research scientist at Klick Labs and the first author of the study, said: “Our research highlights significant vocal variations between individuals with and without Type 2 diabetes."
Yan Fossat, vice president of Klick Labs, also highlighted the study’s implications, suggesting that the new approach could “revolutionise healthcare practices as an accessible and affordable digital screening tool”.
While the findings are encouraging, the researchers plan to conduct further studies to confirm their results and to explore the applicability of voice analysis in diagnosing other conditions, such as prediabetes and hypertension.
Additional research involving more extensive and diverse participant groups is considered necessary to validate voice analysis as a universally effective and reliable screening tool for Type 2 diabetes.
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- Keep your hands and kitchen tools clean. Sanitize knives, cutting boards, tongs and storage jars with boiling water before you start.
- Mold is bad: the colour pink is a sign of mold. If yogurt turns pink as it ferments, you need to discard it and start again. For kraut, if you remove the top leaves and see any sign of mold, you should discard the batch.
- Always use clean, closed, airtight lids and containers such as mason jars when fermenting yogurt and kraut. Keep the lid closed to prevent insects and contaminants from getting in.
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There has been a longstanding need from the Indian community to have a religious premises where they can practise their beliefs. Currently there is a very, very small temple in Bur Dubai and the community has outgrown this. So this will be a major temple and open to all denominations and a place should reflect India’s diversity.
It fits so well into the UAE’s own commitment to tolerance and pluralism and coming in the year of tolerance gives it that extra dimension.
What we will see on April 20 is the foundation ceremony and we expect a pretty broad cross section of the Indian community to be present, both from the UAE and abroad. The Hindu group that is building the temple will have their holiest leader attending – and we expect very senior representation from the leadership of the UAE.
When the designs were taken to the leadership, there were two clear options. There was a New Jersey model with a rectangular structure with the temple recessed inside so it was not too visible from the outside and another was the Neasden temple in London with the spires in its classical shape. And they said: look we said we wanted a temple so it should look like a temple. So this should be a classical style temple in all its glory.
It is beautifully located - 30 minutes outside of Abu Dhabi and barely 45 minutes to Dubai so it serves the needs of both communities.
This is going to be the big temple where I expect people to come from across the country at major festivals and occasions.
It is hugely important – it will take a couple of years to complete given the scale. It is going to be remarkable and will contribute something not just to the landscape in terms of visual architecture but also to the ethos. Here will be a real representation of UAE’s pluralism.
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Some popular drinks with high levels of sugar and caffeine have slipped through the fizz drink tax loophole, as they are not carbonated or classed as an energy drink.
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Most sports drinks sold in supermarkets were found to contain, on average, five teaspoons of sugar in a 500ml bottle.