Internet data on coronavirus-related symptom searches through Google could help to predict a peak in infections about 17 days in advance, researchers said.
A team from University College London said that search data could complement public health surveillance tracking for the coronavirus and new infectious diseases.
The study, published in Nature Digital Medicine, included data from countries such as Australia, Italy, South Africa, the UK and US.
Lead author Dr Vasileios Lampos said that online search activity has already been used to track the spread of flu and that the research provided a new set of tools to track the coronavirus.
“We have shown that our approach works on different countries irrespective of cultural, socioeconomic and climate differences,” he said.
“Our analysis was also among the first to find an association between coronavirus incidence and searches about the symptoms of loss of sense of smell and skin rash. We are delighted that public health organisations such as Public Health England have also recognised the utility of these novel and non-traditional approaches to epidemiology.”
Search queries such as "blue face", loss of smell or appetite, "pink eye" and shortness of breath related to “the top-five most impactful symptoms with regards to estimating confirmed cases”, the study said.
Co-author Prof Michael Edelstein, of Bar-Ilan University, near Tel Aviv in Israel, said early detection offered the best chance of tackling health emergencies such as the coronavirus.
“Using innovative approaches to disease detection such as analysing internet search activity to complement established approaches is the best way to identify outbreaks early,” he said.
“We can at least use the plethora of data sets around Covid-19 for further experimentation and validation of such techniques in an attempt to complement current epidemiological approaches and be better prepared for the next pandemic.”
Left Bank: Art, Passion and Rebirth of Paris 1940-1950
Agnes Poirer, Bloomsbury
It Was Just an Accident
Director: Jafar Panahi
Stars: Vahid Mobasseri, Mariam Afshari, Ebrahim Azizi, Hadis Pakbaten, Majid Panahi, Mohamad Ali Elyasmehr
Rating: 4/5
Results
3pm: Maiden Dh165,000 (Dirt) 1,400m, Winner: Lancienegaboulevard, Adrie de Vries (jockey), Fawzi Nass (trainer).
3.35pm: Maiden Dh165,000 (Turf) 1,600m, Winner: Al Mukhtar Star, Adrie de Vries, Fawzi Nass.
4.10pm: Handicap Dh165,000 (D) 2,000m, Winner: Gundogdu, Xavier Ziani, Salem bin Ghadayer.
4.45pm: Handicap Dh185,000 (T) 1,200m, Winner: Speedy Move, Sean Kirrane, Satish Seemar.
5.20pm: Handicap Dh185,000 (D) 1,600m, Winner: Moqarrar, Dane O’Neill, Erwan Charpy.
5.55pm: Handicap Dh175,000 (T) 1,800m, Winner: Dolman, Richard Mullen, Satish Seemar.
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
UAE currency: the story behind the money in your pockets
UAE currency: the story behind the money in your pockets
UAE currency: the story behind the money in your pockets
GOLF’S RAHMBO
- 5 wins in 22 months as pro
- Three wins in past 10 starts
- 45 pro starts worldwide: 5 wins, 17 top 5s
- Ranked 551th in world on debut, now No 4 (was No 2 earlier this year)
- 5th player in last 30 years to win 3 European Tour and 2 PGA Tour titles before age 24 (Woods, Garcia, McIlroy, Spieth)
List of alleged parties
May 15 2020: PM and Carrie attend 'work meeting' with at
least 17 staff members
May 20 2020: PM and Carrie attend 'bring your own booze'
party
Nov 27 2020: PM gives speech at leaving do for his staff
Dec 10 2020: Staff party held by then-education secretary
Gavin Williamson
Dec 13 2020: PM and Carrie throw a flat party
Dec 14 2020: London mayor candidate Shaun Bailey holds staff party at Conservative
Party headquarters
Dec 15 2020: PM takes part in a staff quiz
Dec 18 2020: Downing Street Christmas party
RESULTS
5pm: Maiden (PA) Dh80,000 1,200m
Winner: Ferdous, Szczepan Mazur (jockey), Ibrahim Al Hadhrami (trainer)
5.30pm: Arabian Triple Crown Round-3 Group 3 (PA) Dh300,000 2,400m
Winner: Basmah, Fabrice Veron, Eric Lemartinel
6pm: UAE Arabian Derby Prestige (PA) Dh150,000 2,200m
Winner: Ihtesham, Szczepan Mazur, Ibrahim Al Hadhrami
6.30pm: Emirates Championship Group 1 (PA) Dh1,000,000 2,200m
Winner: Somoud, Patrick Cosgrave, Ahmed Al Mehairbi
7pm: Abu Dhabi Championship Group 3 (TB) Dh380,000 2,200m
Winner: GM Hopkins, Patrick Cosgrave, Jaber Ramadhan
7.30pm: Wathba Stallions Cup Conditions (PA) Dh70,000 1,600m
Winner: AF Al Bairaq, Tadhg O’Shea, Ernst Oertel
The National Archives, Abu Dhabi
Founded over 50 years ago, the National Archives collects valuable historical material relating to the UAE, and is the oldest and richest archive relating to the Arabian Gulf.
Much of the material can be viewed on line at the Arabian Gulf Digital Archive - https://www.agda.ae/en
The five pillars of Islam
COMPANY%20PROFILE
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