Identification of Novel Genes in Human Airway Epithelial Cells associated with Chronic Obstructive Pulmonary Disease (COPD) using Machine-Based Learning Algorithms

The aim of this project was to identify candidate novel therapeutic targets to facilitate the treatment of COPD using machine-based learning (ML) algorithms and penalized regression models. In this study, 59 healthy smokers, 53 healthy non-smokers and 21 COPD smokers (9 GOLD stage I and 12 GOLD stag...

Descripción completa

Detalles Bibliográficos
Autores principales: Mostafaei, Shayan, Kazemnejad, Anoshirvan, Azimzadeh Jamalkandi, Sadegh, Amirhashchi, Soroush, Donnelly, Seamas C., Armstrong, Michelle E., Doroudian, Mohammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6202402/
https://www.ncbi.nlm.nih.gov/pubmed/30361509
http://dx.doi.org/10.1038/s41598-018-33986-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6202402/
https://www.ncbi.nlm.nih.gov/pubmed/30361509
http://dx.doi.org/10.1038/s41598-018-33986-8

Ejemplares similares