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Predicting Appropriate Admission of Bronchiolitis Patients in the Emergency Department: Rationale and Methods

Gang Luo, Bryan L. Stone, Michael D. Johnson, Flory L. Nkoy

JMIR Res Protoc 2016;5(1):e41

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Appropriateness of Hospital Admission for Emergency Department Patients with Bronchiolitis: Secondary Analysis

Gang Luo, Michael D Johnson, Flory L Nkoy, Shan He, Bryan L Stone

JMIR Med Inform 2018;6(4):e10498

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Developing a Model to Predict Hospital Encounters for Asthma in Asthmatic Patients: Secondary Analysis

Gang Luo, Shan He, Bryan L Stone, Flory L Nkoy, Michael D Johnson

JMIR Med Inform 2020;8(1):e16080

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Predicting Appropriate Hospital Admission of Emergency Department Patients with Bronchiolitis: Secondary Analysis

Gang Luo, Bryan L Stone, Flory L Nkoy, Shan He, Michael D Johnson

JMIR Med Inform 2019;7(1):e12591

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Automatically Explaining Machine Learning Prediction Results on Asthma Hospital Visits in Patients With Asthma: Secondary Analysis

Gang Luo, Michael D Johnson, Flory L Nkoy, Shan He, Bryan L Stone

JMIR Med Inform 2020;8(12):e21965

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Automating Construction of Machine Learning Models With Clinical Big Data: Proposal Rationale and Methods

The likelihood, L, that an ED can successfully use machine learning for this scenario is equal to p1× p2. p1 is the probability that a health care researcher in the ED can build a high-quality machine learning model for this scenario using Auto-ML. p2 is the

Gang Luo, Bryan L Stone, Michael D Johnson, Peter Tarczy-Hornoch, Adam B Wilcox, Sean D Mooney, Xiaoming Sheng, Peter J Haug, Flory L Nkoy

JMIR Res Protoc 2017;6(8):e175

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Using Temporal Features to Provide Data-Driven Clinical Early Warnings for Chronic Obstructive Pulmonary Disease and Asthma Care Management: Protocol for a Secondary Analysis

Gang Luo, Bryan L Stone, Corinna Koebnick, Shan He, David H Au, Xiaoming Sheng, Maureen A Murtaugh, Katherine A Sward, Michael Schatz, Robert S Zeiger, Giana H Davidson, Flory L Nkoy

JMIR Res Protoc 2019;8(6):e13783

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Stepwise Development of a Text Messaging-Based Bullying Prevention Program for Middle School Students (BullyDown)

Michele L. Ybarra, Tonya L. Prescott, Dorothy L. Espelage

JMIR Mhealth Uhealth 2016;4(2):e60

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Change in Glycemic Control With Use of a Digital Therapeutic in Adults With Type 2 Diabetes: Cohort Study

Mark A Berman, Nicole L Guthrie, Katherine L Edwards, Kevin J Appelbaum, Valentine Y Njike, David M Eisenberg, David L Katz

JMIR Diabetes 2018;3(1):e4

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Healthy Body Image Intervention Delivered to Young Women via Facebook Groups: Formative Study of Engagement and Acceptability

Jerod L Stapleton, Sharon L Manne, Ashley K Day, Kristine Levonyan-Radloff, Sherry L Pagoto

JMIR Res Protoc 2018;7(2):e54

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