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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
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Elon Musk vs Mark Zuckerberg: Who would win a fight between tech titans?
Who would win a fight between Elon Musk or Mark Zuckerberg? It’s the sort of question that might be asked over a drink in the pub. But a clash between the two of the world’s tech tycoons may no longer be hypothetical after Mr Zuckerberg apparently agreed to a cage fight with Mr Musk. When rumours emerged earlier this month that the Facebook boss – a Jiu Jitsu enthusiast – was looking for a rival, the Space X and Tesla founder tweeted that he was “up for a cage match”. Mr Zuckerberg then posted a screenshot of the tweet with the caption “send me location”. Now that a fight appears on the cards, how would the two men match up inside the ring? At more than 6ft tall, Mr Musk would have a clear reach advantage over Mr Zuckerberg, who measures up at 5ft 8in. His height also means he would also have a significant weight advantage over his opponent, but Mr Zuckerberg’s Jiu Jitsu skills - he recently won his first gold and silver medals at a Silicon Valley tournament - would undoubtedly enable him to get out of a few sticky situations on the canvas. Mr Musk joked he had a “great move” to show off, noting that his workout regime consists mostly of spending time with his children. “I have this great move that I call ‘The Walrus’ where I just lie on top of my opponent & do nothing,” he tweeted. He added: “I almost never work out, except for picking up my kids & throwing them in the air.” In 2020, Mr Musk also told Joe Rogan that he “wouldn’t exercise at all if [he] could”. Although Mr Zuckerberg is smaller and lighter than Mr Musk, his technical ability and aerobic capacity could prove too much for the Tesla boss, who earlier this year said that his typical breakfast included a bowl of ice cream, biscuits and a donut. Mr Zuckerberg says he used to “run a lot” and got into surfing and then MMA after the Covid pandemic. “I really like watching UFC for example, that’s because I also like doing the sport [MMA],” he said on the Joe Rogan Experience. “It really is the best sport, five minutes in I was like ‘where has this best my whole life?’ To some degree, MMA is the perfect thing because if you stop paying attention for one second you’re going to end up on bottom.” In addition to his martial arts skills, Mr Zuckerberg also recently participated in the “Murph Challenge,” a gruelling workout named after Lt Michael P Murphy, a Navy Seal who was killed in action in 2005. The challenge, which the 39 year old said he tries to do each year with his daughters, involves 100 pull ups, 200 push ups, 300 squats, and a mile-long run, all while wearing a 20-pound weighted vest. “This year I got it done in 39:58. The girls did a quarter-Murph (unweighted) in 15 mins!” he wrote on Instagram on 29 May. According to Total Shape, a health and fitness platform that provides resources and expertise from fitness experts, Mr Zuckerberg’s ability to “complete extreme fitness challenges and technique with mixed martial arts showcases he has substantial ability and endurance”. When it comes down to who would win in a fight, “it is agility vs strength,” experts at Total Shape say, while noting that, based on “general endurance and skill for cage fighting, Mark Zuckerberg would have the upper hand”. However, “having strength and longer reach can give a fighter a lead when it comes to forceful striking and make it more difficult for the opponent to strike back”. Ultimately, the health and fitness experts at Total Shape conclude: “Placing both titans in a cage, Mark Zuckerberg would have the edge of agility and endurance needed to take Mr Musk down, given Mr Musk isn’t able to forcefully strike him earlier on in the fight.” The potential face-off comes amid rumours that Mr Zuckerberg is preparing to create a new app to rival Twitter, which is expected to be called Threads. The app, internally codenamed Project 92, will reportedly feature a continuous scroll of text, buttons similar to Twitter’s like and retweet functions, and a 500-character limit on posts. It is not the first time Mr Musk has called for a fight with a global figure. In August last year he challenged the Russian president to a scrap. "I hereby challenge Vladimir Putin to a fight. The prize is Ukraine," he wrote. Putin didn’t respond to the goading but the irony was apparently lost on his Chechen war lord ally, Ramzan Kadyrov. "A word of advice: don’t measure your strength against Putin’s, you’re in two different leagues," the henchman warned. In a statement to Verge about whether a fight will indeed take place between Mr Zuckerberg and Mr Musk, a spokesperson for Meta said: “The story speaks for itself.” Read More Elon Musk and Mark Zuckerberg’s battle of the billionaires is an ego trip worth taking Elon Musk confirms cage fight with Mark Zuckerberg Mark Zuckerberg takes a swipe at Twitter over handling of Hunter Biden laptop story Elon Musk’s sparring partner says he’s ‘extremely impressed’ by his strength Elon Musk picks UFC legend to train him for Mark Zuckerberg fight Twitter hacker who took over Musk, Obama, Biden accounts gets prison sentence
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