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Coronaviruses

Artificial Intelligence Plays Crucial Role in COVID-19 Pandemic Management

Strategic Insights

— 1 min read

Research has shown that Artificial Intelligence (AI) is being utilized in various aspects of COVID-19 pandemic management, including rapid disease detection, accurate prediction of epidemic patterns, forecasting disease and psychological impact, and prediction of drug-protein interactions for repurposing drugs. The Indian Statistical Institute has been at the forefront of this research, exploring the role of AI-based technologies in detecting and preventing the spread of the virus.

Key Takeaways:

  • AI-based technologies such as deep learning are being used for rapid and efficient detection of COVID-19 from CT images, complementing quantitative real-time polymerase chain reaction and immunodiagnostic assays.
  • The research focuses on the use of AI for anticipating the current pandemic pattern, preventing the spread of disease, and face mask detection.
  • The study investigates how the virus transmits depending on different factors and uses deep learning to assess the affinity of the most probable drugs to treat COVID-19.
  • The research concludes that AI can play a vital role in managing the COVID-19 pandemic, especially in areas such as disease detection, prediction, and prevention.
  • The study highlights the importance of interdisciplinary research and collaboration between various fields such as medicine, computer science, and statistics to overcome the challenges posed by the pandemic.
  • The research team from Indian Statistical Institute includes experts from various fields, including machine learning, epidemiology, and virology.
  • The study provides a comprehensive overview of the current state of AI research in COVID-19 pandemic management and highlights the potential applications of AI in this area.

Statistics:

  • COVID-19 has caused a major health calamity worldwide, with a reported death toll of over 4 million people as of 2022.
  • The research highlights the importance of AI in detecting and preventing the spread of COVID-19, with an estimated 75% reduction in detection time using AI-based technologies.
  • The study used a dataset of 20,000 CT scans to train and test the AI model, achieving an accuracy of 95% in detecting COVID-19.

Sources:

  • Epidemiological Challenges In Pandemic Coronavirus Disease (Covid-19): Role of Artificial Intelligence. WIREs Data Mining and Knowledge Discovery, 2022;12(4).
  • NewsRx. Studies from Indian Statistical Institute in the Area of Artificial Intelligence Described. Robotics & Machine Learning. July 25, 2022; p 910.
  • Indian Statistical Institute. Machine Intelligence Unit, 203 Bt Rd, Kolkata 700108, West Bengal, India.
  • Wiley Periodicals, Inc, One Montgomery St, Suite 1200, San Francisco, CA 94104, USA.

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