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.”
COMPANY%20PROFILE
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The Great Derangement: Climate Change and the Unthinkable
Amitav Ghosh, University of Chicago Press
The%20specs
%3Cp%3E%3Cstrong%3EEngine%3A%20%3C%2Fstrong%3ESingle%20front-axle%20electric%20motor%3Cbr%3E%3Cstrong%3EPower%3A%20%3C%2Fstrong%3E218hp%3Cbr%3E%3Cstrong%3ETorque%3A%20%3C%2Fstrong%3E330Nm%3Cbr%3E%3Cstrong%3ETransmission%3A%20%3C%2Fstrong%3ESingle-speed%20automatic%3Cbr%3E%3Cstrong%3EMax%20touring%20range%3A%20%3C%2Fstrong%3E402km%20(claimed)%3Cbr%3E%3Cstrong%3EPrice%3A%20%3C%2Fstrong%3EFrom%20Dh215%2C000%20(estimate)%3Cbr%3E%3Cstrong%3EOn%20sale%3A%20%3C%2Fstrong%3ESeptember%3C%2Fp%3E%0A
COMPANY PROFILE
Founders: Alhaan Ahmed, Alyina Ahmed and Maximo Tettamanzi
Total funding: Self funded
The specs
Engine: 2.0-litre 4-cyl turbo
Power: 201hp at 5,200rpm
Torque: 320Nm at 1,750-4,000rpm
Transmission: 6-speed auto
Fuel consumption: 8.7L/100km
Price: Dh133,900
On sale: now
Who's who in Yemen conflict
Houthis: Iran-backed rebels who occupy Sanaa and run unrecognised government
Yemeni government: Exiled government in Aden led by eight-member Presidential Leadership Council
Southern Transitional Council: Faction in Yemeni government that seeks autonomy for the south
Habrish 'rebels': Tribal-backed forces feuding with STC over control of oil in government territory
UAE currency: the story behind the money in your pockets
ACC%20T20%20Women%E2%80%99s%20Championship
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What can victims do?
Always use only regulated platforms
Stop all transactions and communication on suspicion
Save all evidence (screenshots, chat logs, transaction IDs)
Report to local authorities
Warn others to prevent further harm
Courtesy: Crystal Intelligence
MATCH INFO
England 241-3 (20 ovs)
Malan 130 no, Morgan 91
New Zealand 165 all out (16.5ovs)
Southee 39, Parkinson 4-47
England win by 76 runs
Series level at 2-2
About Krews
Founder: Ahmed Al Qubaisi
Based: Abu Dhabi
Founded: January 2019
Number of employees: 10
Sector: Technology/Social media
Funding to date: Estimated $300,000 from Hub71 in-kind support
Bio:
Favourite Quote: Prophet Mohammad's quotes There is reward for kindness to every living thing and A good man treats women with honour
Favourite Hobby: Serving poor people
Favourite Book: The Alchemist by Paulo Coelho
Favourite food: Fish and vegetables
Favourite place to visit: London