Google Street View could be used to predict coronary heart disease risk by analysing neighbourhood environments, according to research.
A study, published in European Heart Journal, monitored everyday surroundings, including the quality of roads, buildings, and green spaces, and the role they play in determining heart health.
Researchers were able to track the link between these environmental elements, including the presence or absence of pollution, and the risk of coronary heart disease – a condition where the heart's arteries are blocked, limiting blood flow to the heart.
They found that these neighbourhood characteristics could account for 63 per cent of the differences in heart disease risk from one community to another.
The discovery stems from analysing more than half a million Google Street View images across US cities, using computer vision to identify and interpret details that might go unnoticed by the human eye.
The data provides urban planners and public health officials with information to design healthier living spaces and neighbourhoods.
“Undoubtedly, there is a vast amount of demographic, social, economic and environmental data set,” said one of the study's authors, Prof Sanjay Rajagopalan from Ohio's University Hospitals Harrington Heart and Vascular Institute and Case Western Reserve University.
“However, there still remain substantial gaps in our knowledge regarding unique environmental aspects of data that are currently beyond human perception or interpretation.
“This is where the use of computer vision approaches may enable unparalleled understanding of the physical and built environment.”
The study included images of Detroit, Michigan; Kansas City, Missouri; Cleveland, Ohio; Brownsville, Texas; Fremont, California; Bellevue, Washington State, and Denver, Colorado.
By employing artificial intelligence, researchers have been able to examine the minutiae of neighbourhoods' built environment.
The study employed computer vision technology, including applications used in medical imaging and autonomous driving, to identify details and then interpret them to make predictions or decisions, as they do when estimating disease risks or navigating vehicles safely.
“We are getting to a place in human civilisation where utilisation of artificial intelligence to enhance human understanding is going to be critically important at solving complex problems,” Prof Rajagopalan said.
“Traditional approaches that have been used are rather limited as they are dependent on human and often linear interpretation of existing and highly curated unidimensional data sets.”
F1 The Movie
Starring: Brad Pitt, Damson Idris, Kerry Condon, Javier Bardem
Director: Joseph Kosinski
Rating: 4/5
MO
%3Cp%3E%3Cstrong%3ECreators%3A%20%3C%2Fstrong%3EMohammed%20Amer%2C%20Ramy%20Youssef%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStars%3A%20%3C%2Fstrong%3EMohammed%20Amer%2C%20Teresa%20Ruiz%2C%20Omar%20Elba%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%204%2F5%3C%2Fp%3E%0A
UAE currency: the story behind the money in your pockets
Structural%20weaknesses%20facing%20Israel%20economy
%3Cp%3E1.%20Labour%20productivity%20is%20lower%20than%20the%20average%20of%20the%20developed%20economies%2C%20particularly%20in%20the%20non-tradable%20industries.%3Cbr%3E2.%20The%20low%20level%20of%20basic%20skills%20among%20workers%20and%20the%20high%20level%20of%20inequality%20between%20those%20with%20various%20skills.%3Cbr%3E3.%20Low%20employment%20rates%2C%20particularly%20among%20Arab%20women%20and%20Ultra-Othodox%20Jewish%20men.%3Cbr%3E4.%20A%20lack%20of%20basic%20knowledge%20required%20for%20integration%20into%20the%20labour%20force%2C%20due%20to%20the%20lack%20of%20core%20curriculum%20studies%20in%20schools%20for%20Ultra-Othodox%20Jews.%3Cbr%3E5.%20A%20need%20to%20upgrade%20and%20expand%20physical%20infrastructure%2C%20particularly%20mass%20transit%20infrastructure.%3Cbr%3E6.%20The%20poverty%20rate%20at%20more%20than%20double%20the%20OECD%20average.%3Cbr%3E7.%20Population%20growth%20of%20about%202%20per%20cent%20per%20year%2C%20compared%20to%200.6%20per%20cent%20OECD%20average%20posing%20challenge%20for%20fiscal%20policy%20and%20underpinning%20pressure%20on%20education%2C%20health%20care%2C%20welfare%20housing%20and%20physical%20infrastructure%2C%20which%20will%20increase%20in%20the%20coming%20years.%3C%2Fp%3E%0A
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Power: 819hp
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Specs
Engine: 51.5kW electric motor
Range: 400km
Power: 134bhp
Torque: 175Nm
Price: From Dh98,800
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Cryopreservation: A timeline
- Keyhole surgery under general anaesthetic
- Ovarian tissue surgically removed
- Tissue processed in a high-tech facility
- Tissue re-implanted at a time of the patient’s choosing
- Full hormone production regained within 4-6 months
UAE currency: the story behind the money in your pockets
How%20to%20avoid%20getting%20scammed
%3Cul%3E%0A%3Cli%3ENever%20click%20on%20links%20provided%20via%20app%20or%20SMS%2C%20even%20if%20they%20seem%20to%20come%20from%20authorised%20senders%20at%20first%20glance%3C%2Fli%3E%0A%3Cli%3EAlways%20double-check%20the%20authenticity%20of%20websites%3C%2Fli%3E%0A%3Cli%3EEnable%20Two-Factor%20Authentication%20(2FA)%20for%20all%20your%20working%20and%20personal%20services%3C%2Fli%3E%0A%3Cli%3EOnly%20use%20official%20links%20published%20by%20the%20respective%20entity%3C%2Fli%3E%0A%3Cli%3EDouble-check%20the%20web%20addresses%20to%20reduce%20exposure%20to%20fake%20sites%20created%20with%20domain%20names%20containing%20spelling%20errors%3C%2Fli%3E%0A%3C%2Ful%3E%0A
In numbers: China in Dubai
The number of Chinese people living in Dubai: An estimated 200,000
Number of Chinese people in International City: Almost 50,000
Daily visitors to Dragon Mart in 2018/19: 120,000
Daily visitors to Dragon Mart in 2010: 20,000
Percentage increase in visitors in eight years: 500 per cent
Results
2.30pm: Park Avenue – Conditions (PA) Dh80,000 (Dirt) 2,000m; Winner: Rb Seqondtonone, Abdul Aziz Al Balushi (jockey), Helal Al Alawi (trainer)
3.05pm: Al Furjan – Maiden (TB) Dh82,500 (Turf) 1,200m; Winner: Bosphorus, Dane O’Neill, Bhupat Seemar
3.40pm: Mina – Rated Condition (TB) Dh105,000 (D) 1,600m; Winner: Royal Mews, Tadhg O’Shea, Bhupat Seemar
4.15pm: Aliyah – Handicap (TB) Dh87,500 (T) 1,900m; Winner: Ursa Minor, Ray Dawson, Ahmad bin Harmash
4.50pm: Riviera Beach – Rated Conditions (TB) Dh95,000 (D) 2,200m; Winner: Woodditton, Saif Al Balushi, Ahmad bin Harmash
5.25pm: Riviera – Handicap (TB) Dh2,000 (T) 2,000m; Winner: Al Madhar, Antonio Fresu, Musabah Al Muhairi
6pm: Creek Views – Handicap (TB) Dh95,000 (T) 1,400m; Winner: Al Salt, Dane O’Neill, Erwan Charpy
UK-EU trade at a glance
EU fishing vessels guaranteed access to UK waters for 12 years
Co-operation on security initiatives and procurement of defence products
Youth experience scheme to work, study or volunteer in UK and EU countries
Smoother border management with use of e-gates
Cutting red tape on import and export of food
The National's picks
4.35pm: Tilal Al Khalediah
5.10pm: Continous
5.45pm: Raging Torrent
6.20pm: West Acre
7pm: Flood Zone
7.40pm: Straight No Chaser
8.15pm: Romantic Warrior
8.50pm: Calandogan
9.30pm: Forever Young
Honeymoonish
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The Details
Kabir Singh
Produced by: Cinestaan Studios, T-Series
Directed by: Sandeep Reddy Vanga
Starring: Shahid Kapoor, Kiara Advani, Suresh Oberoi, Soham Majumdar, Arjun Pahwa
Rating: 2.5/5
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Killing of Qassem Suleimani
Killing of Qassem Suleimani
Conflict, drought, famine
Estimates of the number of deaths caused by the famine range from 400,000 to 1 million, according to a document prepared for the UK House of Lords in 2024.
It has been claimed that the policies of the Ethiopian government, which took control after deposing Emperor Haile Selassie in a military-led revolution in 1974, contributed to the scale of the famine.
Dr Miriam Bradley, senior lecturer in humanitarian studies at the University of Manchester, has argued that, by the early 1980s, “several government policies combined to cause, rather than prevent, a famine which lasted from 1983 to 1985. Mengistu’s government imposed Stalinist-model agricultural policies involving forced collectivisation and villagisation [relocation of communities into planned villages].
The West became aware of the catastrophe through a series of BBC News reports by journalist Michael Buerk in October 1984 describing a “biblical famine” and containing graphic images of thousands of people, including children, facing starvation.
Band Aid
Bob Geldof, singer with the Irish rock group The Boomtown Rats, formed Band Aid in response to the horrific images shown in the news broadcasts.
With Midge Ure of the band Ultravox, he wrote the hit charity single Do They Know it’s Christmas in December 1984, featuring a string of high-profile musicians.
Following the single’s success, the idea to stage a rock concert evolved.
Live Aid was a series of simultaneous concerts that took place at Wembley Stadium in London, John F Kennedy Stadium in Philadelphia, the US, and at various other venues across the world.
The combined event was broadcast to an estimated worldwide audience of 1.5 billion.
Sustainable Development Goals
1. End poverty in all its forms everywhere
2. End hunger, achieve food security and improved nutrition and promote sustainable agriculture
3. Ensure healthy lives and promote well-being for all at all ages
4. Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all
5. Achieve gender equality and empower all women and girls
6. Ensure availability and sustainable management of water and sanitation for all
7. Ensure access to affordable, reliable, sustainable and modern energy for all
8. Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all
9. Build resilient infrastructure, promote inclusive and sustainable industrialisation and foster innovation
10. Reduce inequality within and among countries
11. Make cities and human settlements inclusive, safe, resilient and sustainable
12. Ensure sustainable consumption and production patterns
13. Take urgent action to combat climate change and its effects
14. Conserve and sustainably use the oceans, seas and marine resources for sustainable development
15. Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss
16. Promote peaceful and inclusive societies for sustainable development, provide access to justice for all and build effective, accountable and inclusive institutions at all levels
17. Strengthen the means of implementation and revitalise the global partnership for sustainable development
Electoral College Victory
Trump has so far secured 295 Electoral College votes, according to the Associated Press, exceeding the 270 needed to win. Only Nevada and Arizona remain to be called, and both swing states are leaning Republican. Trump swept all five remaining swing states, North Carolina, Georgia, Pennsylvania, Michigan and Wisconsin, sealing his path to victory and giving him a strong mandate.
Popular Vote Tally
The count is ongoing, but Trump currently leads with nearly 51 per cent of the popular vote to Harris’s 47.6 per cent. Trump has over 72.2 million votes, while Harris trails with approximately 67.4 million.
How will Gen Alpha invest?
Mark Chahwan, co-founder and chief executive of robo-advisory firm Sarwa, forecasts that Generation Alpha (born between 2010 and 2024) will start investing in their teenage years and therefore benefit from compound interest.
“Technology and education should be the main drivers to make this happen, whether it’s investing in a few clicks or their schools/parents stepping up their personal finance education skills,” he adds.
Mr Chahwan says younger generations have a higher capacity to take on risk, but for some their appetite can be more cautious because they are investing for the first time. “Schools still do not teach personal finance and stock market investing, so a lot of the learning journey can feel daunting and intimidating,” he says.
He advises millennials to not always start with an aggressive portfolio even if they can afford to take risks. “We always advise to work your way up to your risk capacity, that way you experience volatility and get used to it. Given the higher risk capacity for the younger generations, stocks are a favourite,” says Mr Chahwan.
Highlighting the role technology has played in encouraging millennials and Gen Z to invest, he says: “They were often excluded, but with lower account minimums ... a customer with $1,000 [Dh3,672] in their account has their money working for them just as hard as the portfolio of a high get-worth individual.”
Dunki
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