VinTeam is likely one of the finalists within the XPRIZE Pandemic Response Challenge, which focuses on the event of data-driven AI methods to foretell COVID-19 an infection charges, and plan interventions. VinTeam is made up of Mudit Jain, a software program engineering lead at Google, and Biplab Deka, PhD from the University of Illinois, UC. The duo have created an AI software that Jain says may help predict the place coronavirus associated instances are going to rise, and assist authorities take the suitable precautions to cease the unfold of the illness.
According to Jain, one of many challenges that the crew confronted is that completely different areas confronted completely different unfold and peak patterns. In response, VinTeam created separate AI fashions for every area. Jain advised Gadgets 360 in an e-mail that VinTeam constructed this answer on a conventional epidemiological approach referred to as SEIR mannequin and prolonged it with AI to make it a dynamic mannequin as an alternative of the standard static method.
To prepare its AI fashions, VinTeam used publicly out there options reminiscent of demographics, well being infrastructure and financial indicators. The crew additionally used Google Maps mobility index, which is collected from Android telephones worldwide in an anonymised and safe manner, and measures inhabitants motion modifications in public areas reminiscent of parks, hospitals, workplaces, groceries, railways stations, airports and so on. The crew additionally made use of Google’s COVID-19 symptom search traits knowledge, which is equally aggregated anonymously and incorporates reputation of Google search queries associated to COVID-19 signs.
The XPRIZE Pandemic Response Challenge was introduced in November, and is sponsored by Cognizant. The high Three finalist nations are: US (20), Canada (6), and China (6). The Challenge acquired probably the most crew pre-registrations general from the US (42).
“The finalists in the Pandemic Response Challenge have demonstrated incredible innovation in their efforts to help the world emerge from the COVID-19 pandemic,” stated Brian Humphries, Chief Executive Officer of Cognizant. “Advancements these teams are making can have far-reaching implications – empowering policy-makers and business leaders globally with data-driven tools, informing countries’ decisions about their re-opening strategies, and proving the value of AI and collaboration in addressing future humanitarian crises.”
VinTeam is likely one of the teams that has been chosen as finalists within the $500,000 (roughly Rs. 3.65 crores) Xprize Pandemic Response Challenge. Jain defined the factors of the competitors, the competition judges chosen them primarily based on accuracy of their fashions, novelty of AI strategies they developed and straightforward interpretability of their predictions. In addition, this method can be utilized for any future pandemic modelling.
Jain and Deka each graduated from IIT Kanpur in 2009 and went to USA for his or her greater research. In 2020, as each India and USA went underneath a lockdown as a result of COVID-19 pandemic, they have been impressed by information coming in from India of sacrifices made by medical doctors and well being employees to deal with COVID sufferers whereas risking their very own lives. This motivated them to use their very own AI expertise and expertise and play an element in serving to resolve this problem for humanity.
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