Artificial intelligence could widen health inequalities for minority ethnic groups despite its potential to radicalise health care, a report warn.
A paper by Imperial College London highlighted the opportunities and barriers for AI to improve the health of the UK’s minority ethnic groups.
Researchers recognised AI's potential in the diagnosis and treatment of diseases such as skin cancer. They also argued that if key challenges in the technology are not addressed, AI could backfire.
AI systems are created by combining large amounts of data, for example from research studies or the internet. The information is then used to “train” a computer program or algorithm to make decisions based on the data.
For example, using data, AI algorithms can create “risk scores” to predict which patients might be likely to develop certain diseases in the future.
If much of this data is unrepresentative of minority ethnic groups and focuses predominantly on, for example white participants, then these systems are more likely to make decisions that exclude diverse communities, they say.
They recommend improving diversity in the AI industry and academia, and developing legislation and regulation to reduce bias in data and the systems that harness them.
Health inequalities experienced by minority ethnic groups could worse, they warn, if current challenges such as biased algorithms, poor data collection and a lack of diversity in research and development are not urgently addressed.
Minority ethnic groups generally experience poorer health than the wider population, as emphasised by the Covid-19 pandemic.
The report presents evidence of this racial bias in AI, demonstrating how minority ethnic groups can be underserved by technology.
For example, facial recognition systems have shown to be up to 19 per cent less accurate at recognising images of black men and women compared to white individuals.
Such bias is also observed in AI when used in the detection and treatment of health conditions such as skin cancer. Images of white patients are predominantly used to train algorithms to spot melanoma, which could lead to worse outcomes for black people through missed diagnoses.
Dr Saira Ghafur, digital health lead at Imperial's Institute of Global Health Innovation, said: “AI has tremendous potential for healthcare system delivery. However, our white paper shows how it can exacerbate existing health inequities in minority ethnic groups. By working across government, health care and the technology sector, it is crucial we ensure that no one is left behind.”
Lord James O’Shaughnessy, visiting professor at the Institute of Global Health Innovation, said: “Tackling health inequality is one of the major challenges of our time. Advances in AI and machine learning give us new tools to tackle this challenge, but our enthusiasm must be tempered by a realistic appraisal of the risks of these technologies inadvertently perpetuating inequalities.”
Based on this research, the scientists made a series of recommendations to better enable AI for minority ethnic communities.
These include involving patients and the public in all areas of AI technology development, creating governance systems, legislation and regulation in AI which protect data and citizen’s rights, and developing a regulatory framework to ensure algorithms are tested on and appropriate for minority ethnic groups to reduce bias in data sets.
ESSENTIALS
The flights
Emirates flies from Dubai to Phnom Penh via Yangon from Dh2,700 return including taxes. Cambodia Bayon Airlines and Cambodia Angkor Air offer return flights from Phnom Penh to Siem Reap from Dh250 return including taxes. The flight takes about 45 minutes.
The hotels
Rooms at the Raffles Le Royal in Phnom Penh cost from $225 (Dh826) per night including taxes. Rooms at the Grand Hotel d'Angkor cost from $261 (Dh960) per night including taxes.
The tours
A cyclo architecture tour of Phnom Penh costs from $20 (Dh75) per person for about three hours, with Khmer Architecture Tours. Tailor-made tours of all of Cambodia, or sites like Angkor alone, can be arranged by About Asia Travel. Emirates Holidays also offers packages.
Living in...
This article is part of a guide on where to live in the UAE. Our reporters will profile some of the country’s most desirable districts, provide an estimate of rental prices and introduce you to some of the residents who call each area home.
UAE currency: the story behind the money in your pockets
Rebel%20Moon%20-%20Part%20One%3A%20A%20Child%20of%20Fire
%3Cp%3E%3Cstrong%3EDirector%3A%20%3C%2Fstrong%3EZack%20Snyder%3Cbr%3E%3Cstrong%3EStars%3A%20%3C%2Fstrong%3ESofia%20Boutella%2C%20Djimon%20Hounsou%2C%20Ed%20Skrein%2C%20Michiel%20Huisman%2C%20Charlie%20Hunnam%3Cbr%3E%3Cstrong%3ERating%3A%20%3C%2Fstrong%3E2%2F5%3C%2Fp%3E%0A
Roll%20of%20Honour%2C%20men%E2%80%99s%20domestic%20rugby%20season
%3Cp%3E%3Cstrong%3EWest%20Asia%20Premiership%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Dubai%20Tigers%0D%3Cbr%3ERunners%20up%3A%20Bahrain%0D%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EUAE%20Premiership%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Jebel%20Ali%20Dragons%0D%3Cbr%3ERunners%20up%3A%20Dubai%20Hurricanes%0D%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EUAE%20Division%201%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Dubai%20Sharks%0D%3Cbr%3ERunners%20up%3A%20Abu%20Dhabi%20Harlequins%20II%0D%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EUAE%20Division%202%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Dubai%20Tigers%20III%0D%3Cbr%3ERunners%20up%3A%20Dubai%20Sharks%20II%0D%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EDubai%20Sevens%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Dubai%20Tigers%0D%3Cbr%3ERunners%20up%3A%20Dubai%20Hurricanes%3C%2Fp%3E%0A
Ain Issa camp:
- Established in 2016
- Houses 13,309 people, 2,092 families, 62 per cent children
- Of the adult population, 49 per cent men, 51 per cent women (not including foreigners annexe)
- Most from Deir Ezzor and Raqqa
- 950 foreigners linked to ISIS and their families
- NGO Blumont runs camp management for the UN
- One of the nine official (UN recognised) camps in the region
Benefits of first-time home buyers' scheme
- Priority access to new homes from participating developers
- Discounts on sales price of off-plan units
- Flexible payment plans from developers
- Mortgages with better interest rates, faster approval times and reduced fees
- DLD registration fee can be paid through banks or credit cards at zero interest rates
Killing of Qassem Suleimani
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
Tickets
Tickets start at Dh100 for adults, while children can enter free on the opening day. For more information, visit www.mubadalawtc.com.
THE BIO
Age: 30
Favourite book: The Power of Habit
Favourite quote: "The world is full of good people, if you cannot find one, be one"
Favourite exercise: The snatch
Favourite colour: Blue
Volvo ES90 Specs
Engine: Electric single motor (96kW), twin motor (106kW) and twin motor performance (106kW)
Power: 333hp, 449hp, 680hp
Torque: 480Nm, 670Nm, 870Nm
On sale: Later in 2025 or early 2026, depending on region
Price: Exact regional pricing TBA
How to become a Boglehead
Bogleheads follow simple investing philosophies to build their wealth and live better lives. Just follow these steps.
• Spend less than you earn and save the rest. You can do this by earning more, or being frugal. Better still, do both.
• Invest early, invest often. It takes time to grow your wealth on the stock market. The sooner you begin, the better.
• Choose the right level of risk. Don't gamble by investing in get-rich-quick schemes or high-risk plays. Don't play it too safe, either, by leaving long-term savings in cash.
• Diversify. Do not keep all your eggs in one basket. Spread your money between different companies, sectors, markets and asset classes such as bonds and property.
• Keep charges low. The biggest drag on investment performance is all the charges you pay to advisers and active fund managers.
• Keep it simple. Complexity is your enemy. You can build a balanced, diversified portfolio with just a handful of ETFs.
• Forget timing the market. Nobody knows where share prices will go next, so don't try to second-guess them.
• Stick with it. Do not sell up in a market crash. Use the opportunity to invest more at the lower price.
