Identification of biomarkers related to Escherichia coli infection for the diagnosis of gastrointestinal tumors applying machine learning methods
Overall, we identified and validated 8 robust genes related to <i>E. coli</i> applying bioinformatics and machine learning algorithms, providing theoretical foundations for the relationship between <i>E. coli</i>-related dysbiosis and gastrointestinal tumors.
Authors
- X. Chris Le (ORCID: https://orcid.org/0000-0002-7690-6701)
- Dandan Zhang (ORCID: https://orcid.org/0000-0003-3424-0224)
- Lumei Shi
- Tingting Ge (ORCID: https://orcid.org/0009-0004-7195-5418)
- Wei Wang (ORCID: https://orcid.org/0000-0003-2044-6387)
Institutions
- University of Nottingham Ningbo China (CN)
- Ningbo No.6 Hospital (CN)
Publication Details
- Journal
- Heliyon
- Published
- 2024-11-15
- DOI
- https://doi.org/10.1016/j.heliyon.2024.e40491
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00