Prediction of Smoking Habits From Class-Imbalanced Saliva Microbiome Data Using Data Augmentation and Machine Learning

Human microbiome research is moving from characterization and association studies to translational applications in medical research, clinical diagnostics, and others. One of these applications is the prediction of human traits, where machine learning (ML) methods are often employed, but face practic...

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Detalles Bibliográficos
Autores principales: Díez López, Celia, Montiel González, Diego, Vidaki, Athina, Kayser, Manfred
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Microbiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9343866/
https://www.ncbi.nlm.nih.gov/pubmed/35928158
http://dx.doi.org/10.3389/fmicb.2022.886201

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9343866/
https://www.ncbi.nlm.nih.gov/pubmed/35928158
http://dx.doi.org/10.3389/fmicb.2022.886201

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