Multi-cohort ensemble learning framework for vaginal microbiome-based endometrial cancer detection

These findings support the potential of vaginal microbiome profiling as a minimally invasive approach for early detection of endometrial cancer.

Authors

Dollina Dodani
Aline Talhouk (ORCID: https://orcid.org/0000-0001-7760-410X)

Institutions

University of British Columbia (CA)

Publication Details

Journal: Frontiers in Cellular and Infection Microbiology
Published: 2025-12-08
DOI: https://doi.org/10.3389/fcimb.2025.1641413
Primary Topic: Reproductive tract infections research
Type: article
Field-Weighted Citation Impact: 0.00

Funders

Michael Smith Health Research BC

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article

Multi-cohort ensemble learning framework for vaginal microbiome-based endometrial cancer detection

Dollina Dodani, Aline Talhouk

Dec 8, 2025

Frontiers in Cellular and Infection Microbiology

Reproductive tract infections research

article

Multi-cohort ensemble learning framework for vaginal microbiome-based endometrial cancer detection

Dollina Dodani, Aline Talhouk

December 8, 2025article en

Abstract

These findings support the potential of vaginal microbiome profiling as a minimally invasive approach for early detection of endometrial cancer.

Frontiers in Cellular and Infection MicrobiologyVol. 15

University of British Columbia (CA)

Michael Smith Health Research BC

Openalex Percentile: Top 63%

Reproductive tract infections research

DOI Open Access PDF OpenAlex

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Multi-cohort ensemble learning framework for vaginal microbiome-based endometrial cancer detection — Dollina Dodani, Aline Talhouk · Frontiers in Cellular and Infection Microbiology (2025) | TGRS Research Map | TGRS