Stephanie Brown
Overview
Steph is a Pediatric Intensivist at Childrens Healthcare of Atlanta and Assistant Professor of Pediatrics in the Division of Pediatric Critical Care Medicine at Emory University School of Medicine. Her research focus is the use of data science and machine learning approaches to identify clinical deterioration and optimize the use of extracorporeal life support in critically ill children.
Academic Appointment
- Assistant Professor, Pediatrics, Emory University School of Medicine
Education
Degrees
- MBBS from University of Queensland
- MS Epidemiology from University of Washington
Research
Publications
-
Machine learning model for daily prediction of pediatric sepsis using Phoenix criteria.
Pediatr Res
06/19/2025 Authors: Chanci D; Grunwell JR; Rafiei A; Brown SR; Ripple MJ; Bishop NR; Rajapreyar P; Lima LM; Kamaleswaran R -
Association of the child opportunity index with in-hospital mortality and persistence of organ dysfunction at one week after onset of Phoenix Sepsis among children admitted to the pediatric intensive care unit with suspected infection.
PLOS Digit Health Volume: 4 Page(s): e0000763
04/01/2025 Authors: Moore R; Chanci D; Brown SR; Ripple MJ; Bishop NR; Grunwell J; Kamaleswaran R -
PROGNOSTIC ACCURACY OF MACHINE LEARNING MODELS FOR IN-HOSPITAL MORTALITY AMONG CHILDREN WITH PHOENIX SEPSIS ADMITTED TO THE PEDIATRIC INTENSIVE CARE UNIT.
Shock Volume: 63 Page(s): 80 - 87
01/01/2025 Authors: Moore R; Chanci D; Brown S; Ripple MJ; Bishop NR; Grunwell J; Kamaleswaran R -
Factors Associated with Pediatric In-Hospital Recurrent Cardiac Arrest.
J Pediatr Intensive Care Volume: 13 Page(s): 261 - 268
09/01/2024 Authors: Brown SR; Roberts JS; Killien EY; Brogan TV; Farris R; Di Gennaro JL; Barreto J; McMullan DM; Weiss NS -
The Pediatric Data Science and Analytics Subgroup of the Pediatric Acute Lung Injury and Sepsis Investigators Network: Use of Supervised Machine Learning Applications in Pediatric Critical Care Medicine Research.
Pediatr Crit Care Med Volume: 25 Page(s): 364 - 374
04/01/2024 Authors: Heneghan JA; Walker SB; Fawcett A; Bennett TD; Dziorny AC; Sanchez-Pinto LN; Farris RWD; Winter MC; Badke C; Martin B -
Outcomes After Respiratory Extracorporeal Life Support in Teens and Young Adults: An Extracorporeal Life Support Organization Registry Analysis.
Crit Care Med Volume: 52 Page(s): 11 - 19
01/01/2024 Authors: Brown SR; Assy J; Anderson MP; Thiagarajan RR; Brogan TV -
CPR quality and outcomes after extracorporeal life support for pediatric In-Hospital cardiac arrest.
Resuscitation Volume: 189 Page(s): 109874
08/01/2023 Authors: Brown SR; Frazier M; Roberts J; Wolfe H; Tegtmeyer K; Sutton R; Dewan M; PediRES-Q Collaborative Investigators -
Bayesian inference for survival prediction of childhood Leukemia.
Comput Biol Med Volume: 156 Page(s): 106713
04/01/2023 Authors: Cui Y; Li Y; Pan C; Brown SR; Gallant RE; Zhu R -
Gender and authorship of publications from Pediatric Acute Lung Injury and Sepsis Investigators (PALISI).
Front Pediatr Volume: 11 Page(s): 1318690
01/01/2023 Authors: Jeyapalan AS; Brown SR; Gaspers MG; Haliani B; Kudchadkar SR; Rowan CM; Gertz SJ -
Risk factors and outcomes for recurrent paediatric in-hospital cardiac arrest: Retrospective multicenter cohort study.
Resuscitation Volume: 169 Page(s): 60 - 66
12/01/2021 Authors: Frazier ME; Brown SR; O'Halloran A; Raymond T; Hanna R; Niles DE; Kleinman M; Sutton RM; Roberts J; Tegtmeyer K