STROBE-causal machine learning for the human microbiome: systematic review on methodological innovations and validation frameworks
- DOI
- 10.3389/fmicb.2026.1705116
- Published
- 2026-03-25
- Container
- Frontiers in Microbiology
- Publisher
- Frontiers Media SA
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.3389/fmicb.2026.1705116,
title = {STROBE-causal machine learning for the human microbiome: systematic review on methodological innovations and validation frameworks},
author = {Issam Khelfaoui and Wenxin Wang and Akram Ismael Shehata and Hicham Meskher and Mohammed F. El Basuini and Abdalla M. A. Mohamed and Mohamed F. Abouelenein and Houssem Eddine Degha and Mayada Alhoshy and Islam I. Teiba and Omnia Mahmoud and Seedahmed S. Mahmoud},
year = {2026},
journal = {Frontiers in Microbiology},
doi = {10.3389/fmicb.2026.1705116},
url = {https://doi.org/10.3389/fmicb.2026.1705116}
}RIS
TY - JOUR TI - STROBE-causal machine learning for the human microbiome: systematic review on methodological innovations and validation frameworks AU - Issam Khelfaoui AU - Wenxin Wang AU - Akram Ismael Shehata AU - Hicham Meskher AU - Mohammed F. El Basuini AU - Abdalla M. A. Mohamed AU - Mohamed F. Abouelenein AU - Houssem Eddine Degha AU - Mayada Alhoshy AU - Islam I. Teiba AU - Omnia Mahmoud AU - Seedahmed S. Mahmoud PY - 2026 JO - Frontiers in Microbiology DO - 10.3389/fmicb.2026.1705116 UR - https://doi.org/10.3389/fmicb.2026.1705116 ER -
APA
Khelfaoui, I., Wang, W., Shehata, A. I., Meskher, H., Basuini, M. F. E., Mohamed, A. M. A., Abouelenein, M. F., Degha, H. E., Alhoshy, M., Teiba, I. I., Mahmoud, O., & Mahmoud, S. S. (2026). STROBE-causal machine learning for the human microbiome: systematic review on methodological innovations and validation frameworks. Frontiers in Microbiology. https://doi.org/10.3389/fmicb.2026.1705116
Source records
- crossref · retrieved 2026-09-27T14:15:16.178Z