This paper is in the following e-collection/theme issue:

Proposals (eHealth) (80) Clinical Information and Decision Making (1407) Methods and Feasibility Studies (380) Decision Support for Health Professionals (1186)

Published on in Vol 5, No 1 (2016): Jan-Mar

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

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

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

Authors of this article:

Gang Luo1 Author Orcid Image ;   Bryan L. Stone2 Author Orcid Image ;   Michael D. Johnson2 Author Orcid Image ;   Flory L. Nkoy2 Author Orcid Image
Article Authors Cited by (11) Tweetations (3) Metrics

Journals

  1. Zeng X, Luo G. Progressive sampling-based Bayesian optimization for efficient and automatic machine learning model selection. Health Information Science and Systems 2017;5(1) View
  2. Kou M, Hwang V, Ramkellawan N. Bronchiolitis. Emergency Medicine Clinics of North America 2018;36(2):275 View
  3. Luo G, Johnson M, Nkoy F, He S, Stone B. Appropriateness of Hospital Admission for Emergency Department Patients with Bronchiolitis: Secondary Analysis. JMIR Medical Informatics 2018;6(4):e10498 View
  4. Luo G, Stone B, Nkoy F, He S, Johnson M. Predicting Appropriate Hospital Admission of Emergency Department Patients with Bronchiolitis: Secondary Analysis. JMIR Medical Informatics 2019;7(1):e12591 View
  5. Luo G. PredicT-ML: a tool for automating machine learning model building with big clinical data. Health Information Science and Systems 2016;4(1) View
  6. Luo G. A review of automatic selection methods for machine learning algorithms and hyper-parameter values. Network Modeling Analysis in Health Informatics and Bioinformatics 2016;5(1) View
  7. Gul M, Celik E. An exhaustive review and analysis on applications of statistical forecasting in hospital emergency departments. Health Systems 2020;9(4):263 View
  8. Paluch L. Identifying and managing bronchiolitis. JAAPA 2020;33(9):12 View
  9. Havdal L, Nakstad B, Fjærli H, Ness C, Inchley C. Viral lower respiratory tract infections—strict admission guidelines for young children can safely reduce admissions. European Journal of Pediatrics 2021;180(8):2473 View
  10. Li Y, Leung M. Discrete Hyperparameter Optimization Model Based on Skewed Distribution. Mathematical Problems in Engineering 2022;2022:1 View
  11. Noel G, Maghoo A, Piarroux J, Viudes G, Minodier P, Gentile S. Impact of Viral Seasonal Outbreaks on Crowding and Health Care Quality in Pediatric Emergency Departments. Pediatric Emergency Care 2021;37(12):e1239 View