Publications by authors named "Stephanie Garbern"

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Predicting Pediatric Sepsis and Mortality Using Wearable Device Data and Machine Learning in Bangladesh.
Atin Jindal, Stephanie C Garbern, Shira Dunsiger, Joan Chepngeno, Alicia E Genisca

Am J Trop Med Hyg· November 2025

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Health Care Providers' Perspectives of Clinical Decision Support Tools for Pediatric Sepsis in Bangladesh: Qualitative Study.
Shamsun N Shaima, Alicia E Genisca, Md Tanveer Faruk, Md Fakhar Uddin, Akash Saha, Stephanie C Garbern

JMIR Form Res· September 2025

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Acute Facility Management of Blast Injuries In Low- and Middle-Income Countries: A Systematic Review and Meta-Analysis.
Charlotte M Roy, Stephanie C Garbern, Pryanka Relan, Corey B Bills, Megan L Schultz

Prehosp Disaster Med· June 2025

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Comparing the predictive discrimination of machine learning models for ordinal outcomes: A case study of dehydration prediction in patients with acute diarrhea.
Kexin Qu, Monique Gainey, Samika S Kanekar, Sabiha Nasrim, Eric J Nelson, Stephanie C Garbern

PLOS Digit Health· May 2025

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A novel digital health approach to improving global pediatric sepsis care in Bangladesh using wearable technology and machine learning.
Stephanie C Garbern, Gazi Md Salahuddin Mamun, Shamsun Nahar Shaima, Nicole Hakim, Stephan Wegerich

PLOS Digit Health· October 2024

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Clinical prognostic models in children with sepsis in low- and middle-income countries: a systematic review and meta-analysis.
Jessica Jordan, Celinie M Nguyen, Lauren M Fletcher, Stephanie C Garbern

Front Pediatr· October 2024

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Modelling climate impacts on paediatric sepsis incidence and severity in Bangladesh.
Gazi Ms Mamun, Katelyn Moretti, Farzana Afroze, Ben J Brintz, Abu Smmh Rahman, Stephanie C Garbern

J Glob Health· July 2024

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Building a framework to decolonize global emergency medicine.
Monalisa Muchatuta, Shama Patel, Catalina Gonzalez Marquez, Kaushila Thilakasiri, Sreenidhi Vanyaa Manian, Stephanie Chow Garbern

AEM Educ Train· June 2024

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Perceptions toward Ebola vaccination and correlates of vaccine uptake among high-risk community members in North Kivu, Democratic Republic of the Congo.
Shiromi M Perera, Stephanie Chow Garbern, Eta Ngole Mbong, Monica K Fleming, Rigobert Fraterne Muhayangabo

PLOS Glob Public Health· January 2024

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A comparison of the NIRUDAK models and WHO algorithm for dehydration assessment in older children and adults with acute diarrhoea: a prospective, observational study.
Adam C Levine, Monique Gainey, Kexin Qu, Sabiha Nasrin, Mohsena Bint-E Sharif, Stephanie C Garbern

Lancet Glob Health· November 2023

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Ebola vaccine uptake and attitudes among healthcare workers in North Kivu, Democratic Republic of the Congo, 2021.
Reena H Doshi, Stephanie C Garbern, Shibani Kulkarni, Shiromi M Perera, Monica K Fleming

Front Public Health· August 2023

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Derivation and External Validation of a Clinical Prediction Model for Viral Diarrhea Etiology in Bangladesh.
Stephanie Chow Garbern, Md Taufiqul Islam, Kamrul Islam, Sharia M Ahmed, Ben J Brintz

Open Forum Infect Dis· July 2023

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Use of Framework Matrix and Thematic Coding Methods in Qualitative Analysis for mHealth: NIRUDAK Study Data.
Rochelle K Rosen, Monique Gainey, Sabiha Nasrin, Stephanie C Garbern, Ryan Lantini

Int J Qual Methods· June 2023

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Emergency care interventions for paediatric severe acute respiratory infections in low- and middle-income countries: A systematic review and narrative synthesis.
Pryanka Relan, Stephanie Chow Garbern, Gerard O'Reilly, Corey B Bills, Megan Schultz

J Glob Health· June 2023

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COVID-19 Vaccine Perceptions among Ebola-Affected Communities in North Kivu, Democratic Republic of the Congo, 2021.
Stephanie Chow Garbern, Shiromi M Perera, Eta Ngole Mbong, Shibani Kulkarni, Monica K Fleming

Vaccines (Basel)· May 2023

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Understanding variations in diarrhea management across healthcare facilities in Bangladesh: a formative qualitative study.
Nour Elshabassi, Stephanie C Garbern, Rochelle K Rosen, Monique Gainey, Sabiha Nasrin

J Infect Dev Ctries· May 2023

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Correction: Derivation of the first clinical diagnostic models for dehydration severity in patients over five years with acute diarrhea.
Adam C Levine, Meagan A Barry, Monique Gainey, Sabiha Nasrin, Kexin Qu, Stephanie C Garbern

PLoS Negl Trop Dis· December 2022

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A systematic review of acute and emergency care interventions for adolescents and adults with severe acute respiratory infections including COVID-19 in low- and middle-income countries.
Stephanie Chow Garbern, Pryanka Relan, Gerard M O'Reilly, Corey B Bills, Megan Schultz

J Glob Health· November 2022

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Variations in COVID-19 Vaccine Attitudes and Acceptance among Refugees and Lebanese Nationals Pre- and Post-Vaccine Rollout in Lebanon.
Zawar Ali, Shiromi M Perera, Stephanie C Garbern, Elsie Abou Diwan, Alaa Othman

Vaccines (Basel)· September 2022

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Utilisation of peripheral vasopressor medications and extravasation events among critically ill patients in Rwanda: A prospective cohort study.
Catalina G Marques, Lucien Mwemerashyaka, Kyle Martin, Oliver Tang, Chantal Uwamahoro, Stephanie C Garbern

Afr J Emerg Med· June 2022

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Authorship representation in global emergency medicine: a bibliometric analysis from 2016 to 2020.
Stephanie Chow Garbern, Gimbo Hyuha, Catalina González Marqués, Noor Baig, Jennifer L Chan

BMJ Glob Health· June 2022

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Designing a Novel Clinician Decision Support Tool for the Management of Acute Diarrhea in Bangladesh: Formative Qualitative Study.
Rochelle K Rosen, Stephanie C Garbern, Monique Gainey, Ryan Lantini, Sabiha Nasrin

JMIR Hum Factors· March 2022

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External validation of a mobile clinical decision support system for diarrhea etiology prediction in children: A multicenter study in Bangladesh and Mali.
Stephanie Chow Garbern, Eric J Nelson, Sabiha Nasrin, Adama Mamby Keita, Ben J Brintz

Elife· February 2022

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Association between oral antimalarial medication administration and mortality among patients with Ebola virus disease: a multisite cohort study.
Logan Abel, Shiromi M Perera, Derrick Yam, Stephanie Garbern, Stephen B Kennedy

BMC Infect Dis· January 2022

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Building a virtual community of practice for medical students: The Global Emergency Medicine Student Leadership Program.
Ashley Pickering, Andrés Patiño, Stephanie C Garbern, Dania Abu-Jubara, Alexandra Digenakis

J Am Coll Emerg Physicians Open· December 2021

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