New AI can screen for diabetes in seconds by listening to your voice
Scientists have discovered a way to test whether someone is diabetic by having them speak just a few sentences into their smartphone. A team from US-based Klick Labs created an AI model capable of distinguishing whether a person has Type 2 diabetes from six to 10 seconds of voice audio, with tests revealing an 89 per cent accuracy rate for women and 86 per cent for men. “Our research highlights significant vocal variations between individuals with and without Type 2 diabetes and could transform how the medical community screens for diabetes,” said Jaycee Kaufman, a research scientist at Klick Labs. “Current methods of detection can require a lot of time, travel and cost. Voice technology has the potential to remove these barriers entirely.” The study involved analysing 18,000 recordings in order to identify acoustic features that differentiated non diabetics from diabetics. Using signal processing, they were able to detect subtle changes in pitch and intensity that are imperceptible to the human ear. The tool could prove useful for the estimated 240 million adults around the world who are currently living with the condition without realising, according to figures from the International Diabetes Federation. The latest research demonstrates the ever-growing role AI plays in healthcare, with the convergence of machine learning models, data science helping to improve patient treatment and assisting medical discoveries. The researchers claim the artificial intelligence model, which requires basic health data from the subject in order to determine whether they are diabetic, could be expanded to diagnose other health conditions. “Our research underscores the tremendous potential of voice technology in identifying Type 2 diabetes and other health conditions,” said Yan Fossat, vice president of Klick Labs and leader of the research. “Voice technology could revolutionise healthcare practices as an accessible and affordable digital screening tool.” The technology was detailed in a study, titled ‘Acoustic analysis and prediction of Type 2 Diabetes Mellitus using smartphone-recorded voice segments’, published in the journal Mayo Clinic Proceedings: Digital Health. Read More 10 ways AI will change the world – from curing cancer to wiping out humanity
2023-10-18 22:58
Swedish study shows snoozing in the morning isn't bad
You snooze, you lose? Swedish researchers said Wednesday that might not be the case, after their study even saw some benefits for...
2023-10-18 22:58
Why Barcelona have delayed knocking down Camp Nou
90min looks at why Barcelona have delayed knocking down Camp Nou ahead of renovating the iconic Catalan stadium, with the club still awaiting approval to continue construction.
2023-10-18 22:54
Eastman Named to 100 Best Corporate Citizens of 2023
KINGSPORT, Tenn.--(BUSINESS WIRE)--Oct 18, 2023--
2023-10-18 22:50
Biggest bombshells from Britney Spears' memoir 'The Woman in Me'
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2023-10-18 22:50
Inside the conspiracy Eminem died in 2006 and was replaced by a clone
There has been a range of conspiracy theories surrounding celebrities over the years, from Steve Jobs faking his death to Katy Perry actually being JonBenet Ramsey. There is now another outlandish theory that Eminem died in 2006 and was replaced by an android clone. The theory first started after some fans began to notice a change in his voice over the years, often naturally occurring amongst singers and rappers due to years of strain on the voice, as well as ageing. The theory escalated when Spanish website La Guía Del Varón decided to claim that the rapper had died in a car accident back in 2006. Some fans also pointed out slight changes in appearance such as jaw shape and overall facial structure, something that can occur as a person ages. Looking for more to back up their theories, fans then turned to Eminem's lyrics and music style, where they cite 'significant changes' since 2006 (when he supposedly died). Back in 2013 there was also footage of Eminem supposedly 'glitching' on a live ESPN report which convinced people even more that he was an android. @grace.mitscherlich Reply to @purpleheadedqueeflicker_ #clone #eminem #conspirancytheory Others, though, said "That's just Eminem being Eminem." But after rapper B.o.B posted a series of cryptic tweets in 2016 that claimed human cloning had existed for years, many saw it as even more proof that Eminem was now a clone. But whilst some believe it most are more sensible about what caused the changes with Eminem, such as age and stylistic evolution. "You're reaching way too far," wrote one user under a video about the conspiracy theory. Sign up to our free Indy100 weekly newsletter Have your say in our news democracy. Click the upvote icon at the top of the page to help raise this article through the indy100 rankings.
2023-10-18 22:49
Jerry Jones finally showing signs of questioning Mike McCarthy
Dallas Cowboys owner Jerry Jones said during an appearance on 105.3 The Fan on Tuesday that he wished head coach Mike McCarthy didn't settle for a field goal before halftime vs. the Los Angeles Chargers.
2023-10-18 22:49
Newcastle’s Sandro Tonali being investigated for alleged betting activity
Newcastle have confirmed midfielder Sandro Tonali is being investigated by the Italian Prosecutor’s Office and Italian Football Federation for breaching betting rules. The 23-year-old Italy international was withdrawn from his country’s squad prior to the Euro 2024 qualifying defeat to England at Wembley on Tuesday night and his club have released a statement to say he is co-operating with the enquiry. The Premier League club said: “Newcastle United can confirm that Sandro Tonali is subject to investigation by the Italian Prosecutor’s Office and Italian Football Federation (FIGC) in relation to illegal betting activity. “Sandro is fully engaging with the investigation and will continue to cooperate with all relevant authorities. “He and his family will continue to receive the club’s full support. “Due to this ongoing process, Sandro and Newcastle United are unable to offer further comment at this time.” Tonali was one of several players named in an Italian football betting probe last week and it has been reported that he admitted at a hearing on Tuesday to betting on matches involving his former club AC Milan. Juventus midfielder Nicolo Fagioli has already been handed a seven-month suspension by the FIGC for breaching betting rules. Fagioli had five months of a one-year ban suspended and was fined 12,500 euros (£10,848), while he agreed to a therapy plan of at least six months to tackle his gambling problem, the FIGC announced. Tonali, who has 15 senior caps for Italy, was signed by Newcastle from Milan for £55million in July and has made seven Premier League appearances. Read More Who will make Gareth Southgate’s England squad for Euro 2024? No easing off now Euros qualification assured, Gareth Southgate warns England Revenge no motivation for England’s semi-final with South Africa – Ollie Chessum
2023-10-18 22:47
Erik Larson's next book closely tracks the months leading up to the Civil War
The next book by Erik Larson, known for the best-selling “The Devil in the White City,” is a work of Civil War history inspired in part by current events
2023-10-18 22:47
Shane Beamer will keep feeling sting of Florida loss from a walking boot
It has been a year from hell for Shane Beamer and his South Carolina Gamecocks. Not only are the SEC East team 2-4 on the season, but their head coach just broke his foot out of frustration in the Florida loss.
2023-10-18 22:46
Spain calls up Jenni Hermoso for first time since forced kiss scandal
Jenni Hermoso was on Wednesday included in Spain's women's team for the first time since the scandal over the unsolicited kiss former federation president Luis Rubiales gave her at the...
2023-10-18 22:46
Major cyber attack could cost the world $3.5 trillion -Lloyd's of London
LONDON A major cyber attack on a financial services payments system could lead to global losses of $3.5
2023-10-18 22:46
