Uploaded on May 12, 2020
PPT on Artificial Intelligence helping to fight Coronavirus.
Artificial Intelligence helping to fight Coronavirus.
Artificial Intelligence helping to fight Coronavirus COVID-19 Outbreak • As the COVID-19 coronavirus outbreak continues to spread across the globe, companies and researchers are looking to use artificial intelligence as a way of addressing the challenges of the virus. From moderating social media to unpicking the very essence of COVID-19, AI is helping tackle the coronavirus in all manner of ingenious ways. Source: Google Images How AI is being used? • A number of research projects are using AI to identify drugs that were developed to fight other diseases but which could now be repurposed to take on coronavirus. By studying the molecular setup of existing drugs with AI, companies want to identify which ones might disrupt the way COVID-19 works. Source: Google Images BenevolentAI • BenevolentAI, a London-based drug-discovery company, began turning its attentions towards the coronavirus problem. The company's AI-powered knowledge graph can digest large volumes of scientific literature and biomedical research to find links between the genetic and biological properties of diseases and the composition and action of drugs. Source: Google Images Not enough time • While a large body of biomedical research has built up around chronic diseases over decades, COVID-19 only has a few months' worth of studies attached to it. But researchers can use the information that they have to track down other viruses with similar elements, see how they function, and then work out which drugs could be used to inhibit the virus. Source: Google Images Faster research prospects • The infection process of COVID-19 was identified relatively early on. It was found that the virus binds to a particular protein on the surface of cells called ACE2. With AI, it was possible to look at the processes surrounding the entry of the virus and its replication, which allowed to look back a lot more at the literature that concerns different coronaviruses. Source: Google Images COVID-19 treatment • The system suggested a number of compounds that could potentially have an effect on COVID-19 including, most promisingly, a drug called Baricitinib. The drug is already licensed to treat rheumatoid arthritis, it could potentially slow down the process of the virus being taken up into cells and reduce its ability to infect lung cells. Source: Google Images Google’s AI • DeepMind, the AI arm of Google's parent company Alphabet, is using data on genomes to predict organisms' protein structure, potentially shedding light on which drugs could work against COVID-19. It has released a deep-learning library called AlphaFold, which uses neural networks to predict how the proteins that make up an organism curve or crinkle, based on their genome. Mapping • Artificial-intelligence systems were thought to be among the first to detect that the coronavirus outbreak, back when it was still localized to the Chinese city of Wuhan, could become a full-on global pandemic. It's thought that AI-driven Health Map, picked up the growing cluster of unexplained pneumonia cases shortly before human researchers Source: Google Images Diagnosis of COVID-19 infection • Canadian startup DarwinAI has developed a neural network that can screen X-rays for signs of COVID-19 infection. While using swabs from patients is the default for testing for coronavirus, analyzing chest X-rays could offer an alternative to hospitals that don't have enough staff or testing kits to process all their patients quickly. Source: Google Images
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