Home Hot TopicsMachine Learning Creating “Digital Twins” To Treat Long-Haul COVID-19

Creating “Digital Twins” To Treat Long-Haul COVID-19


Dell Technologies is helping i2b2 tranSMART Foundation, a non-profit open-source research organization, mobilize huge amounts of global de-identified patient data to create virtual models of patients – known as digital twins – to treat impacts of long-haul COVID-19.

Through Dell Technologies’ modern infrastructure, the i2b2 tranSMART community will use de-identified patient data to produce digital twins. Researchers can then perform millions of individualized treatment simulations on the digital twins to determine the best possible therapy option for patients, based on genetic background and medical history.

To make this possible and provide the computational, artificial intelligence, machine learning and advanced storage capabilities to generate digital twins, Dell Technologies built a data enclave – a secure data storage network – comprised of Dell EMC PowerEdge, PowerStore and PowerScale storage systems, as well as VMware Workspace ONE and Boomi integration services.

In the data enclave, researchers gather, store and analyze data scattered across various monitoring systems and electronic health records and in the future will have the capability to update the digital twins with real-time clinical data collected through ventilator and cardiac monitors.

Initially, researchers will use the data enclave to power 70,000 patients’ tests, simulations and analyses, which will be shared with the 4CE Consortium, an international coalition of more than 200 hospitals and research centers including data collaboratives across the US, France, Germany, Italy, Singapore, Spain, Brazil, India and the United Kingdom. This effort has the potential to expand with data for up to two million digital twins in the next four years.

Understanding and treating long-haul COVID

An estimated 1 in 20 people with COVID-19 are likely to experience long-term symptoms, ranging from profound fatigue, brain fog, headaches, cardiac arrhythmia, fevers and shortness of breath. So-called long haulers suffer from what is known formally as Post-Acute Sequelae of SARS-CoV-2 (PASC). Little is known about why some continue to be affected after the virus has left the body or about the long-term impacts.

To learn more, The National Institutes of Health recently announced the first phase of a four-year, billion-dollar initiative to support PASC research.

Research on this condition requires colossal amounts of patient data. Working directly with the 4CE Consortium, the i2b2 tranSMART Foundation has supported the mobilization of data from a network of more than 200 institutions worldwide. To protect the privacy of patients, all data is de-identified before it is submitted to the 4CE Consortium.

Recommended for You

This website uses cookies to improve your experience. We'll assume you're ok with this, but you can opt-out if you wish. Close Read More

See Ads