Development of a 32-gene signature using machine learning for accurate prediction of inflammatory bowel disease

Inflammatory bowel disease (IBD) is a chronic inflammatory condition caused by multiple genetic and environmental factors. Numerous genes are implicated in the etiology of IBD, but the diagnosis of IBD is challenging. Here, XGBoost, a machine learning prediction model, has been used to distinguish I...

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Detalles Bibliográficos
Autores principales: Yu, Shicheng, Zhang, Mengxian, Ye, Zhaofeng, Wang, Yalong, Wang, Xu, Chen, Ye-Guang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9813306/
https://www.ncbi.nlm.nih.gov/pubmed/36600111
http://dx.doi.org/10.1186/s13619-022-00143-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9813306/
https://www.ncbi.nlm.nih.gov/pubmed/36600111
http://dx.doi.org/10.1186/s13619-022-00143-6

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