Cargando…
Using Temporal Features to Provide Data-Driven Clinical Early Warnings for Chronic Obstructive Pulmonary Disease and Asthma Care Management: Protocol for a Secondary Analysis
BACKGROUND: Both chronic obstructive pulmonary disease (COPD) and asthma incur heavy health care burdens. To support tailored preventive care for these 2 diseases, predictive modeling is widely used to give warnings and to identify patients for care management. However, 3 gaps exist in current model...
Autores principales: | Luo, Gang, Stone, Bryan L, Koebnick, Corinna, He, Shan, Au, David H, Sheng, Xiaoming, Murtaugh, Maureen A, Sward, Katherine A, Schatz, Michael, Zeiger, Robert S, Davidson, Giana H, Nkoy, Flory L |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6592592/ https://www.ncbi.nlm.nih.gov/pubmed/31199308 http://dx.doi.org/10.2196/13783 |
Ejemplares similares
-
Using Computational Methods to Improve Integrated Disease Management for Asthma and Chronic Obstructive Pulmonary Disease: Protocol for a Secondary Analysis
por: Luo, Gang, et al.
Publicado: (2021) -
Generalizability of an Automatic Explanation Method for Machine Learning Prediction Results on Asthma-Related Hospital Visits in Patients With Asthma: Quantitative Analysis
por: Luo, Gang, et al.
Publicado: (2021) -
Developing a Predictive Model for Asthma-Related Hospital Encounters in Patients With Asthma in a Large, Integrated Health Care System: Secondary Analysis
por: Luo, Gang, et al.
Publicado: (2020) -
Automatically Explaining Machine Learning Prediction Results on Asthma Hospital Visits in Patients With Asthma: Secondary Analysis
por: Luo, Gang, et al.
Publicado: (2020) -
A systematic review of predictive models for asthma development in children
por: Luo, Gang, et al.
Publicado: (2015)