Benchmark of Data Processing Methods and Machine Learning Models for Gut Microbiome-Based Diagnosis of Inflammatory Bowel Disease

Patients with inflammatory bowel disease (IBD) wait months and undergo numerous invasive procedures between the initial appearance of symptoms and receiving a diagnosis. In order to reduce time until diagnosis and improve patient wellbeing, machine learning algorithms capable of diagnosing IBD from...

Descripción completa

Detalles Bibliográficos
Autores principales: Kubinski, Ryszard, Djamen-Kepaou, Jean-Yves, Zhanabaev, Timur, Hernandez-Garcia, Alex, Bauer, Stefan, Hildebrand, Falk, Korcsmaros, Tamas, Karam, Sani, Jantchou, Prévost, Kafi, Kamran, Martin, Ryan D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Genetics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8895431/
https://www.ncbi.nlm.nih.gov/pubmed/35251123
http://dx.doi.org/10.3389/fgene.2022.784397

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8895431/
https://www.ncbi.nlm.nih.gov/pubmed/35251123
http://dx.doi.org/10.3389/fgene.2022.784397

Ejemplares similares