Anna Siefkas

Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trial

Hoyt Burdick, Carson Lam, Samson Mataraso et al. · Computers in Biology and Medicine · 2020 · 154 citations · Full text

A Digital Twins Machine Learning Model for Forecasting Disease Progression in Stroke Patients

Angier Allen, Anna Siefkas, Emily Pellegrini et al. · Applied Sciences · 2021 · 62 citations · Full text

Engineering, Machine Learning, Diagnosis +23

A Racially Unbiased, Machine Learning Approach to Prediction of Mortality: Algorithm Development Study

Angier Allen, Samson Mataraso, Anna Siefkas et al. · JMIR Public Health and Surveillance · 2020 · 52 citations · Full text

A Machine Learning Approach to Predict Deep Venous Thrombosis Among Hospitalized Patients

Logan Ryan, Samson Mataraso, Anna Siefkas et al. · Clinical and Applied Thrombosis/Hemostasis · 2021 · 48 citations · Full text

Early prediction of severe acute pancreatitis using machine learning

Rahul Thapa, Zohora Iqbal, Anurag Garikipati et al. · Pancreatology · 2021 · 47 citations · Full text