New AI model can predict specific Covid-19 variant wavesNew AI model can predict specific Covid-19 variant waves

India is seeing yet another hit of instances of the COVID-19 virus, and there has been an apparent increase in the number of infections AI model. In the meantime, researchers at the Massachusetts Institute of Technology (MIT) in the United States have developed an artificial intelligence system that is able to predict which strains of the SARS-CoV-2 virus might potentially cause new outbreaks.

The use of artificial intelligence technology in the field of medicine involves the prediction of viral spreading; however, the models that are now in use are not reliable enough to accurately forecast how particular virus variants spread.

How scientists established this AI model

In order to investigate the determinants of viral dissemination, Retsef Levi, under the guidance of a group from the Sloan School of Management at MIT, analysed an extraordinary nine million genetic sequences of SARS-CoV-2. The Global Initiative on Sharing Avian Influenza Data (GISAID) obtained these sequences, which included vaccination and infection rates, from 30 countries.

Their findings, which were published in PNAS Nexus, culminated in a risk assessment model powered by machine learning. It is claimed that this model detects 72.8% of variants in each country that have a minimum of 1,000 cases per million people within a three-month timeframe.

The authors highlight the manner in which this framework utilises machine learning to analyse genetic and epidemiological data, providing timely alerts regarding the potential for transmission of novel SARS-CoV-2 variants. Significantly, the predictive accuracy increased from 72.8% to 80.1% over the course of two weeks.

This significant development has generated demands for additional investigation, indicating that a comparable approach might be applicable to the study of additional coronaviruses and respiratory viruses such as the avian flu and influenza.

Read More : Why satellite internet for smartphones is not for everyone by Elon Musk

Leave a Reply

Your email address will not be published. Required fields are marked *