A research team at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) is working on potentially groundbreaking research in the fight against malaria.
Using new technology and data techniques, the team can predict geographical areas vulnerable to the disease based on potential weather conditions, heat and humidity.
Led by Abdulmotaleb El Saddik, professor of computer vision at MBZUAI, the team is hoping to help doctors and health officials in Indonesia.
It is all made possible with sensory data fusion, a technique that combines data from several sensors to generate a virtual representation of the world, or a “digital twin”.
"The research we are dealing with is collecting sensory data from different sources and then performing machine learning algorithm and deep learning algorithm methods in order to predict potential weather conditions, potential areas depending on the heat, humidity and [in turn] predict potential malaria outbreaks,” Dr El Saddik said.
Malaria is a life-threatening disease primarily found in tropical countries.
About 250 million people contract it every year, with the mosquito-transmitted disease killing 600,000 in 2021 alone, according to the World Health Organisation (WHO).
What’s a digital twin?
“A digital twin is a virtual representation of any living or non-living entity, so, technically, a digital twin is our virtual representation of a city, forest or tree,” Dr El Saddik said.
“We perform interactions and we try to understand what's going on as if it was a real representation [of the world].”
Historical data from several sources is used to better represent the physical world and make sure that the information picked up by the AI sensors is correct.
Using a combination of historical and sensory data, researchers hope they can predict where the mosquitoes carrying malaria are most likely to migrate to next.
Why the need for sensors?
Dr El Saddik said it is necessary to use vision sensors and cameras to detect the location of mosquitoes.
“If we only consider satellite images, we can see the clouds where they are and where they are going. But for malaria, which is based on mosquitoes, distance from the ground is about two metres. So satellite images are not enough to give us this information,” Dr El Saddik added.
The team also uses data provided by meteorology centres that are used to teach the system AI algorithms.
Can it help against other diseases?
“We could use the whole framework to fight other diseases. However, we need to understand other diseases and we need the historical data from other diseases to train our artificial intelligence model to [imitate] them,” Dr El Saddik said.
“But once this project is done, we will have a much better understanding on the use of the data and we could apply our knowledge and train new models.”
Dr El Saddik said that in future, dengue fever could be another disease this technology is used to fight.
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THE BIO
Born: Mukalla, Yemen, 1979
Education: UAE University, Al Ain
Family: Married with two daughters: Asayel, 7, and Sara, 6
Favourite piece of music: Horse Dance by Naseer Shamma
Favourite book: Science and geology
Favourite place to travel to: Washington DC
Best advice you’ve ever been given: If you have a dream, you have to believe it, then you will see it.
The specs
Engine: 2.0-litre 4-cylturbo
Transmission: seven-speed DSG automatic
Power: 242bhp
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Price: Dh136,814
Killing of Qassem Suleimani
The bio:
Favourite holiday destination: I really enjoyed Sri Lanka and Vietnam but my dream destination is the Maldives.
Favourite food: My mum’s Chinese cooking.
Favourite film: Robocop, followed by The Terminator.
Hobbies: Off-roading, scuba diving, playing squash and going to the gym.
Killing of Qassem Suleimani
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Spider-Man: No Way Home
Director: Jon Watts
Stars: Tom Holland, Zendaya, Jacob Batalon
Rating:*****
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'Worse than a prison sentence'
Marie Byrne, a counsellor who volunteers at the UAE government's mental health crisis helpline, said the ordeal the crew had been through would take time to overcome.
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“It will not fully register until they are on dry land. Some have not seen their young children grow up while others will have to rebuild relationships.
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Du Football Champions
The fourth season of du Football Champions was launched at Gitex on Wednesday alongside the Middle East’s first sports-tech scouting platform.“du Talents”, which enables aspiring footballers to upload their profiles and highlights reels and communicate directly with coaches, is designed to extend the reach of the programme, which has already attracted more than 21,500 players in its first three years.
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Man City: Agüero (47' pen), Sterling (84')
Man of the match: Christopher Schindler (Huddersfield Town)
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Rating: 3/5
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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
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LA LIGA FIXTURES
Friday (UAE kick-off times)
Real Sociedad v Leganes (midnight)
Saturday
Alaves v Real Valladolid (4pm)
Valencia v Granada (7pm)
Eibar v Real Madrid (9.30pm)
Barcelona v Celta Vigo (midnight)
Sunday
Real Mallorca v Villarreal (3pm)
Athletic Bilbao v Levante (5pm)
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Getafe v Osasuna (9.30pm)
Real Betis v Sevilla (midnight)
Global state-owned investor ranking by size
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- 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
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- Specialist robotics and science laboratories
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Engine: Duel electric motors
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