Tencent and Chinese scientists use deep learning to predict fatal COVID-19 cases

Tencent and Chinese scientists use deep learning to predict fatal COVID-19 cases

Tech corporations world wide are in an overdrive to assist battle the coronavirus pandemic. Research confirmed that 6.5% of COVID-19 sufferers can abruptly progress to critical sickness, and amongst them the mortality price might be as excessive as 49%. Therefore one of many key duties for well being authorities is to determine and deal with sufferers who could develop extreme or deadly syndromes early on.

That’s what has been underway at a analysis group collectively established by Tencent AI Lab and a bunch of Chinese public well being scientists headed by Zhong Nanshan, the nation’s senior medical advisor on COVID-19, since its inception in February.

This week, the group unveiled a deep learning-based mannequin that may predict the danger of coronavirus sufferers growing important sickness. The particulars have been printed in Nature Communications, recounting how the the lab devised the mannequin primarily based on a cohort of 1590 sufferers from 575 medical facilities in China, with additional validation from 1393 sufferers.

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The joint lab made the predictor accessible on-line, permitting scientific workers world wide to calculate sufferers’ likelihood of growing important sickness inside 5, 10, and 30 days utilizing ten scientific variables. While its speedy focus is on COVID-19, the lab’s long-term mission, in its personal phrases, is to “make the most of massive information and AI for the screening, prevention and management, and warning of outbreaks, respiratory ailments and thoracic ailments.”

Other Chinese tech giants have been taking on related tasks to comprise the lethal virus. Using machine and deep studying, Alibaba constructed a instrument for establishments to forecast the unfold of COVID-19 with an alleged 90% accuracy price. Baidu open-sourced an algorithm for viral structural evaluation, claiming the method is 120 instances quicker than the normal technique.

Tencent AI Lab is the tech behemoth’s effort to remain afloat in a race to develop cutting-edge expertise alongside money-making companies corresponding to video video games and social networks. Launched in 2016, the analysis arm works on pc imaginative and prescient, speech recognition, pure language processing, and machine studying by way of a group of 70 analysis scientists and 300 engineers.

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The lab competes with its native counterparts like Alibaba’s Damo Academy and Baidu Research to seek out the world’s finest AI minds. Often which means hiring a well-established scientist to draw younger abilities. In current years, Baidu suffered from the departure of Andrew Ng and Lu Qi, and Tencent AI Lab, too, misplaced its main determine Zhang Tong final yr.


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