Uniting Machine and Human Intelligence to Stop the Pandemic
In early 2020, DataRobot dedicated more than 200 data scientists and engineers in the effort to solve the most important data science problem in the world — COVID-19 — and produced rapid, life altering solutions.
DataRobot built a COVID-19 Long-term Forecasting and Simulation Decision Intelligence Platform with a clear objective to identify the most impacted communities from a national to county level and informing key decisions for vaccine trial and testing strategies. Enabling racially equitable vaccine trials to improve safety and accelerate success was an early priority.
DataRobot also provided much needed visibility into crucial data for national hospital capacity for beds, ICUs, and ventilators. DataRobot’s success in the vaccine site and participant selection enabled additional workstreams, particularly around testing distribution, equity, and diagnostic reporting. In particular, DataRobot is deeply involved in fixing America’s inadequate diagnostic data reporting system to more effectively track and end COVID-19 viral transmission.
AI Powered Healthcare You Can Trust
Fostering trust is essential to leveraging AI technologies that transform ideas into real, life-changing solutions. DataRobot delivers ethical, explainable, and equitable solutions that mitigate bias.
Through intentional planning and detailed impact assessments, DataRobot ensures that the platform does exactly what it was designed to do by providing real-time analysis and transparency that empower the users to make informed decisions.
DataRobot is utilizing ethical AI to impact the world by meeting the historic needs in the healthcare industry during COVID-19: from helping to increase diversity in vaccine trials to optimizing ventilators and hospital bed availability in ICU’s, to the development of ContagionNet.
These real life solutions require ethical AI to tackle the world’s toughest problems. The DataRobot platform is AI you can trust.
Remote Learning Has Consequences
The COVID-19 pandemic continues to keep students out of the classroom where children should be learning vital lessons that are provided by the in-person learning alongside fellow students and teachers. The lack of in-person learning directly leads to lower academic achievement among students and reduced confidence among parents.
Getting Kids Back to School: Frequent and Affordable Testing
Access to frequent antigen tests and accurate reporting is essential to reopening schools safely for students and teachers alike. Frequent testing stops the spread of the virus and the data collected allows communities, health authorities, and federal entities to monitor and provide guidance as needed.
Returning Children Safely to Classrooms in Less Than a Month
Since the beginning of 2021, the Department of Health and Human Services and DataRobot have worked together with local health sponsors to deploy over 59,000 antigen tests in the Philadelphia area. As a result of this collaboration, more than 450 schools have reopened to in-person learning, using rapid antigen tests to reduce the risk of COVID-19 transmission. Philadelphia should not be the only area to benefit from the expanded use of antigen testing. These programs should be and can be accessible and repeatable throughout the United States.
The Supply Chain Exchange
Communities across the nation have been overburdened with the spread of COVID-19. As a result, many have faced significant testing shortages.
These testing shortages have led to huge fallout and caused viral spread to increase exponentially. The good news is that while many communities have experienced shortages, there are also many that have a surplus.
Learn how you can help your community exchange tests
DataRobot, in partnership
DataRobot, in partnership with the U.S. Department of Health and Human Services (HHS), developed the COVID-19 Supply Exchange program to assist communities with testing shortages by connecting them with neighboring communities who have a surplus of COVID-19 tests.
The COVID-19 Supply Exchange helps organizations to exchange tests quickly and easily. Matchers are made using a sophisticated matching learning model and then they are manually verified for accuracy.
Increasing the speed of detecting contagious people allows for them to self-quarantine earlier in the disease life cycle. Affordable and accessible testing is the solution that can empower people, protect communities and save millions of lives. Combining tests with technology and anonymizing results helps prevent data gaps for reporting and provides more insights to government organizations. Frequent testing at the right time without sacrificing freedom and privacy is the key solution that can help us to prevent future pandemics.
ContagionNET is an initiative incubated within DataRobot. The solution provides an antigen test combined with a digital platform that allows healthcare providers to make fast decisions at the point of care.