Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

Mark P Sendak   ¹ , MPP, MD ;   William Ratliff   ¹ , MBA ;   Dina Sarro   ² , NP ;   Elizabeth Alderton   ² , BSN ;   Joseph Futoma   ^{3, 4} , PhD ;   Michael Gao   ¹ , BS ;   Marshall Nichols   ¹ , MS ;   Mike Revoir   ¹ , BS ;   Faraz Yashar   ³ , BS ;   Corinne Miller   ² , BSN ;   Kelly Kester   ² , MSN ;   Sahil Sandhu   ⁵ , BS ;   Kristin Corey   ^{1, 6} , MD ;   Nathan Brajer   ^{1, 6} , MBA, MD ;   Christelle Tan   ^{1, 6} , MD ;   Anthony Lin   ^{1, 6} , MD ;   Tres Brown   ⁷ , BS ;   Susan Engelbosch   ⁷ , MBA ;   Kevin Anstrom   ⁸ , PhD ;   Madeleine Clare Elish   ⁹ , PhD ;   Katherine Heller   ^{3, 10} , PhD ;   Rebecca Donohoe   ¹¹ , MD ;   Jason Theiling   ¹¹ , MD ;   Eric Poon   ^{7, 12} , MPH, MD ;   Suresh Balu   ^{1, 6} , MBA, MS ;   Armando Bedoya   ^{7, 13} , MD ;   Cara O'Brien   ¹² , MD

¹ Duke Institute for Health Innovation, Durham, NC, United States

² Duke University Hospital, Durham, NC, United States

³ Department of Statistics, Duke University, Durham, NC, United States

⁴ John A Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, United States

⁵ Duke University, Durham, NC, United States

⁶ Duke University School of Medicine, Durham, NC, United States

⁷ Duke Health Technology Solutions, Durham, NC, United States

⁸ Duke Clinical Research Institute, Durham, NC, United States

⁹ Data & Society, New York, NY, United States

¹⁰ Google, Mountain View, CA, United States

¹¹ Division of Emergency Medicine, Duke University School of Medicine, Durham, NC, United States

¹² Department of Medicine, Duke University School of Medicine, Durham, NC, United States

¹³ Division of Pulmonary, Allergy, and Critical Care Medicine, Duke University School of Medicine, Durham, NC, United States