Joint deep learning for batch effect removal and classification toward MALDI MS based metabolomics

BACKGROUND: Metabolomics is a primary omics topic, which occupies an important position in both clinical applications and basic researches for metabolic signatures and biomarkers. Unfortunately, the relevant studies are challenged by the batch effect caused by many external factors. In last decade,...

Descripción completa

Detalles Bibliográficos
Autores principales: Niu, Jingyang, Yang, Jing, Guo, Yuyu, Qian, Kun, Wang, Qian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9275160/
https://www.ncbi.nlm.nih.gov/pubmed/35818047
http://dx.doi.org/10.1186/s12859-022-04758-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9275160/
https://www.ncbi.nlm.nih.gov/pubmed/35818047
http://dx.doi.org/10.1186/s12859-022-04758-z

Ejemplares similares