Using artificial intelligence to identify promising coronavirus treatments

mzu mzu nw
Credit: iStock

Treating patients with the never-before-seen Covid-19 is forcing doctors to choose between two equally unpalatable options: try an unproven therapy and hope it works, or treat patients with standard supportive care for severe respiratory disease until a randomized controlled trial establishes the best treatment.

But maybe the choice doesn’t have to be so stark.

A randomized controlled trial ramping up in dozens of hospitals around the world proposes a third way — fusing those two approaches together by using artificial intelligence to home in on the most effective treatments on the fly.

The REMAP-CAP study seeks to turn frenetic attempts to save lives on the front lines into a running international experiment, with the goal of quickly identifying optimal treatments for desperately ill patients. By analyzing data on outcomes from more than 50 hospitals, organizers hope to supply fast answers to pressing questions… . The trial will also allow the researchers to test multiple therapies at once.

Related article:  Viewpoint: Taking vitamin D is the 'least crackpot' of the coronavirus nutrition ideas

While the approach seems ideally suited to providing answers during the pandemic, it faces a number of challenges, including the need to rapidly compile and analyze data from dozens of hospitals with different record-keeping systems on three continents, and then update protocols in unison during a crisis that is straining clinical resources.

Read the original post

Outbreak
Outbreak Daily Digest
Biotech Facts & Fallacies
Talking Biotech
Genetics Unzipped
can you boost your immune system to prevent coronavirus spread x

Video: How to boost your immune system to guard against COVID and other illnesses

Scientists have recently developed ways to measure your immune age. Fortunately, it turns out your immune age can go down ...
mag insects image superjumbo v

Disaster interrupted: Which farming system better preserves insect populations: Organic or conventional?

A three-year run of fragmentary Armageddon-like studies had primed the journalism pumps and settled the media framing about the future ...
dead bee desolate city

Are we facing an ‘Insect Apocalypse’ caused by ‘intensive, industrial’ farming and agricultural chemicals? The media say yes; Science says ‘no’

The media call it the “Insect Apocalypse”. In the past three years, the phrase has become an accepted truth of ...
globalmethanebudget globalcarbonproject cropped x

Infographic: Cows cause climate change? Agriculture scientist says ‘belching bovines’ get too much blame

A recent interview by Caroline Stocks, a UK journalist who writes about food, agriculture and the environment, of air quality ...
organic hillside sweet corn x

Organic v conventional using GMOs: Which is the more sustainable farming?

Many consumers spend more for organic food to avoid genetically modified products in part because they believe that “industrial agriculture” ...
benjamin franklin x

Are most GMO safety studies funded by industry?

The assertion that biotech companies do the research and the government just signs off on it is false ...
gmo corn field x

Do GMO Bt (insect-resistant) crops pose a threat to human health or the environment?

Bt is a bacterium found organically in the soil. It is extremely effective in repelling or killing target insects but ...
favicon

Environmental Working Group: EWG challenges safety of GMOs, food pesticide residues

Known by some as the "Environmental Worrying Group," EWG lobbies for tighter GMO legislation and famously puts out annual "dirty dozen" list of fruits and ...
m hansen

Michael Hansen: Architect of Consumers Union ongoing anti-GMO campaign

Michael K. Hansen (born 1956) is thought by critics to be the prime mover behind the ongoing campaign against agricultural biotechnology at Consumer Reports. He is an ...
News on human & agricultural genetics and biotechnology delivered to your inbox.
Optional. Mail on special occasions.
Send this to a friend