Coronavirus Disease (COVID-19) has become a global pandemic. It was first detected in Dec 2019 and by Nov 2020 it has infected more than 54.5 million people and has caused more than 1.32 million deaths. Its transmission rate is growing exponentially with no clear transmission process and symptoms and can lead to rapidly progressive and often fatal pneumonia.
The symptoms varies in many cases and sometimes its very tough to detect. There are approximately 6 to 8% cases of fatal pneumonia in COVID cases. The rapid rate of spread has strained healthcare systems worldwide due to shortages in key protective equipment, medical supplies and qualified professionals.
As COVID-19 is spreading rapidly, every ounce of technological innovation and adapting to the situation are the key factors ingenuity harnessed to fight this pandemic. Following this strategy brings us one step closer to overcoming it.
Using AI And Machine Learning play a vital role in better understanding and addressing the COVID-19 crisis. Machine learning technology enables computers to mimic human intelligence and work on large volumes of data to quickly identify patterns and insights Of the people in the data.
In the fight against COVID-19, organizations and healthcare institutions have been quick to apply their machine learning expertise in several areas, scaling customer communications, understanding how COVID-19 spreads, and speeding up research and treatment.
using AI and Machine Learning in organizations to scale and adjust
Every kind of organization, whether small or large, public or private, is finding new ways and establishing technologies to operate effectively and to meet the needs of their customers and employees as social distancing, thermal scaning and quarantine measures remain in place. Machine learning technology is playing an important role in enabling that shift by providing the tools to support remote communication, enable telemedicine, and protect food security while keeping the confidential data private and hidden. Thermal cameras, heat sensors with AI integrated has helped to detected the possibilities of a person being infected has helped many organizations and institutions.
Many healthcare and government institutions have established the use of machine learning-enabled chatbots for contactless screening of COVID-19 symptoms and to answering the concerns and questions from the public. Aarogya Setu app is designed to keep track and alert the users if he/she comes in contact with any test positive for COVID-19 user.
This app uses GPS and Bluetooth as it connects nearby users via Bluetooth to share information and GPS to pinpoint the user’s location.
Predicting and strategizing to reduce its spread
Machine learning is also helping researchers and practitioners to analyze large volumes of data to predict and forecast the spread of COVID-19. With this they can act early and issues warning before the situation gets out of hand and cause harm to mass populations.
Researchers are using machine learning and AI technologies to help recognize patterns in images. thus, enhancing the ability of radiologists to indicate the probability of disease and diagnose it earlier.
The behaviors of individuals in public and in use as data and analyzed to identify and contain the spread of the disease using Machine Learning and AI. Machine learning is helping leaders worldwide to make more informed decisions and containing COVID 19.
Using AI and Machine Learning for the vaccine research
Healthcare providers and researchers face an exponentially increasing volume of information about COVID-19. having various kinds of unexpected variations, which makes it difficult to understand and implement the treatment.
Machine learning can also help accelerate the discovery of drugs to help treat COVID-19. The AI and ML technologies will produce more cost and time saving research.
as it will sort out the ineffective data or theories from the vital ones. Many organizations and institutions are establishing and adapting to this to these technologies to find a cure for the virus.
BenevolentAI, a UK AI company turned its platform toward understanding the response the body produces to the coronavirus.
so, They studied the the data and launched an investigation using their AI drug discovery platform.
to identify approved drugs which could help to in fighting or curing in some cases of the novel coronavirus. however, They used machine learning to help derive contextual relationships between genes, diseases and drugs.
Written by: Akash Mitra
reviewed by: Shivani Yadav
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