Barriers and Opportunities Regarding Implementation of a Machine Learning-Based Acute Heart Failure Risk Stratification Tool in the Emergency Department by Dana R. Sax, Lillian R. Sturmer, Dustin G. Mark, Jamal S. Rana, Mary E. Reed

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Oakland score to identify low-risk patients with lower gastrointestinal bleeding performs well among emergency department patients by Daniel D. DiLena, Sean C. Bouvet, Madeline J. Somers, Maqdooda A. Merchant, Theodore R. Levin, Adina S. Rauchwerger, Dana R. Sax

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Pilot trial of an electronic decision support to improve care for emergency department patients with acute heart failure by Dana R. Sax, Dustin G. Mark, Jamal S. Rana, Jie Huang, Scott D. Casey, Robert P. Norris, Viliami Tillage, Mary E. Reed

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Developing Clinical Risk Prediction Models for Worsening Heart Failure Events and Death by Left Ventricular Ejection Fraction by Rishi V. Parikh, Alan S. Go, Ankeet S. Bhatt, Thida C. Tan, Amanda R. Allen, Kent Y. Feng, Steven A. Hamilton, Andrew S. Tai, Jesse K. Fitzpatrick, Keane K. Lee, Sirtaz Adatya, Harshith R. Avula, Dana R. Sax, Xian Shen, Joaquim Cristino, Alexander T. Sandhu, Paul A. Heidenreich, Andrew P. Ambrosy

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