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Real-Time Prediction of Cardiovascular Complications of COVID-19 Using Machine Learning and High-Dimensional Clinical Data

Value Proposition:· High accuracy in predicting both all-cause mortality/cardiac arrest and thromboembolic events in hospitalized COVID-19 patients, with clinically meaningful early warning times. · Real-time patient risk assessment based on clinical data, via a continuously updating risk score for an outcome within a specific timeframe....

Published: 9/12/2025 | Inventor(s): Natalia Trayanova, Ashish Doshi, Eric Sung, Allison Hays, Julie Shade

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Category(s): Clinical and Disease Specializations > Infectious Diseases > Covid-19, Technology Classifications > Computers, Electronics & Software > Machine Learning