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.”
One in nine do not have enough to eat
Created in 1961, the World Food Programme is pledged to fight hunger worldwide as well as providing emergency food assistance in a crisis.
One of the organisation’s goals is the Zero Hunger Pledge, adopted by the international community in 2015 as one of the 17 Sustainable Goals for Sustainable Development, to end world hunger by 2030.
The WFP, a branch of the United Nations, is funded by voluntary donations from governments, businesses and private donations.
Almost two thirds of its operations currently take place in conflict zones, where it is calculated that people are more than three times likely to suffer from malnutrition than in peaceful countries.
It is currently estimated that one in nine people globally do not have enough to eat.
On any one day, the WFP estimates that it has 5,000 lorries, 20 ships and 70 aircraft on the move.
Outside emergencies, the WFP provides school meals to up to 25 million children in 63 countries, while working with communities to improve nutrition. Where possible, it buys supplies from developing countries to cut down transport cost and boost local economies.
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RESULT
Bayern Munich 0 AC Milan 4
Milan: Kessie (14'), Cutrone (25', 43'), Calhanoglu (85')
3%20Body%20Problem
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• Remittance charges will be tackled by blockchain
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• Could the UAE drive India's economy?
• News has a bright future and the UAE is at the heart of it
• Architecture is over - here's cybertecture
• The National announces Future of News journalism competition
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Our commentary on Brexit
- Alistair Burt: Despite Brexit, Britain can remain a world power
- Con Coughlin: Choice of the British people will be vindicated
While you're here
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Michele Wucker: The difference between a black swan and a grey rhino
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On Women's Day
Shelina Janmohamed: Why shouldn't a spouse be compensated fairly for housework?
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The National Editorial: Is there much to celebrate on International Women's Day 2021?
Justin Thomas: Challenge the notion that 'men are from Mars, women are from Venus'
Killing of Qassem Suleimani
National Editorial: Suleimani has been killed, now we must de-escalate
Mina Al Oraibi: Air strike casts a long shadow over the decade ahead
Matthew Levitt: Iran retains its ability to launch terror attacks
Damien McElroy: A CEO tasked with spreading Iran's influence
Hussein Ibish: Trump's order on solid constitutional ground
Simon Waldman: Cautious Israel keeping a low profile
Tomorrow 2021
World Mental Health Day
Kareem Shaheen on Canada
Read more from Aya Iskandarani
Zayed Sustainability Prize
COMPANY PROFILE
Founders: Sebastian Stefan, Sebastian Morar and Claudia Pacurar
Based: Dubai, UAE
Founded: 2014
Number of employees: 36
Sector: Logistics
Raised: $2.5 million
Investors: DP World, Prime Venture Partners and family offices in Saudi Arabia and the UAE
The burning issue
The internal combustion engine is facing a watershed moment – major manufacturer Volvo is to stop producing petroleum-powered vehicles by 2021 and countries in Europe, including the UK, have vowed to ban their sale before 2040. The National takes a look at the story of one of the most successful technologies of the last 100 years and how it has impacted life in the UAE.
Read part four: an affection for classic cars lives on
Read part three: the age of the electric vehicle begins
Read part one: how cars came to the UAE
Company%20Profile
Plastic tipping points
More on Quran memorisation:
The specs
Engine: 2.0-litre 4-cylinder turbo
Power: 258hp from 5,000-6,500rpm
Torque: 400Nm from 1,550-4,000rpm
Transmission: Eight-speed auto
Fuel consumption: 6.1L/100km
Price: from Dh362,500
On sale: now
Race card for Super Saturday
4pm: Al Bastakiya Listed US$250,000 (Dh918,125) (Dirt) 1,900m.
4.35pm: Mahab Al Shimaal Group 3 $200,000 (D) 1,200m.
5.10pm: Nad Al Sheba Conditions $200,000 (Turf) 1,200m.
5.45pm: Burj Nahaar Group 3 $200,000 (D) 1,600m.
6.20pm: Jebel Hatta Group 1 $300,000 (T) 1,800m.
6.55pm: Al Maktoum Challenge Round 3 Group 1 $400,000 (D) 2,000m.
7.30pm: Dubai City of Gold Group 2 $250,000 (T) 2,410m.
War on waste
School uniforms report
Farage on Muslim Brotherhood
Nigel Farage told Reform's annual conference that the party will proscribe the Muslim Brotherhood if he becomes Prime Minister.
"We will stop dangerous organisations with links to terrorism operating in our country," he said. "Quite why we've been so gutless about this – both Labour and Conservative – I don't know.
“All across the Middle East, countries have banned and proscribed the Muslim Brotherhood as a dangerous organisation. We will do the very same.”
It is 10 years since a ground-breaking report into the Muslim Brotherhood by Sir John Jenkins.
Among the former diplomat's findings was an assessment that “the use of extreme violence in the pursuit of the perfect Islamic society” has “never been institutionally disowned” by the movement.
The prime minister at the time, David Cameron, who commissioned the report, said membership or association with the Muslim Brotherhood was a "possible indicator of extremism" but it would not be banned.
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Why seagrass matters
- Carbon sink: Seagrass sequesters carbon up to 35X faster than tropical rainforests
- Marine nursery: Crucial habitat for juvenile fish, crustations, and invertebrates
- Biodiversity: Support species like sea turtles, dugongs, and seabirds
- Coastal protection: Reduce erosion and improve water quality
Banned items
-
Drones
-
Animals
-
Fireworks/ flares
-
Radios or power banks
-
Laser pointers
-
Glass
-
Selfie sticks/ umbrellas
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Sharp objects
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Political flags or banners
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Bikes, skateboards or scooters
Key facilities
- Olympic-size swimming pool with a split bulkhead for multi-use configurations, including water polo and 50m/25m training lanes
- Premier League-standard football pitch
- 400m Olympic running track
- NBA-spec basketball court with auditorium
- 600-seat auditorium
- Spaces for historical and cultural exploration
- An elevated football field that doubles as a helipad
- Specialist robotics and science laboratories
- AR and VR-enabled learning centres
- Disruption Lab and Research Centre for developing entrepreneurial skills
The specs
Engine: 2.0-litre 4-cylinder turbo
Power: 240hp at 5,500rpm
Torque: 390Nm at 3,000rpm
Transmission: eight-speed auto
Price: from Dh122,745
On sale: now
School uniforms report
How much do leading UAE’s UK curriculum schools charge for Year 6?
- Nord Anglia International School (Dubai) – Dh85,032
- Kings School Al Barsha (Dubai) – Dh71,905
- Brighton College Abu Dhabi - Dh68,560
- Jumeirah English Speaking School (Dubai) – Dh59,728
- Gems Wellington International School – Dubai Branch – Dh58,488
- The British School Al Khubairat (Abu Dhabi) - Dh54,170
- Dubai English Speaking School – Dh51,269
*Annual tuition fees covering the 2024/2025 academic year
Killing of Qassem Suleimani
National Editorial: Suleimani has been killed, now we must de-escalate
Mina Al Oraibi: Air strike casts a long shadow over the decade ahead
Jack Moore: Why the assassination is such a monumental gamble
Matthew Levitt: Iran retains its ability to launch terror attacks
Hussein Ibish: Trump's order on solid constitutional ground
Simon Waldman: Cautious Israel keeping a low profile
On Women's Day
Dr Nawal Al-Hosany: Why more women should be on the frontlines of climate action
Samar Elmnhrawy: How companies in the Middle East can catch up on gender equality
The National Editorial: Is there much to celebrate on International Women's Day 2021?
Justin Thomas: Challenge the notion that 'men are from Mars, women are from Venus'
Mohammed bin Zayed Majlis
The burning issue
The internal combustion engine is facing a watershed moment – major manufacturer Volvo is to stop producing petroleum-powered vehicles by 2021 and countries in Europe, including the UK, have vowed to ban their sale before 2040. The National takes a look at the story of one of the most successful technologies of the last 100 years and how it has impacted life in the UAE.
Read part three: the age of the electric vehicle begins
Read part two: how climate change drove the race for an alternative
Read part one: how cars came to the UAE
