Author

Isabel Garcia-Lorenzo

Universidad Nacional Autónoma de México

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1

Frequent Co-Authors

Eli Gabriel Avina-BravoiD· 1 shared Luz Bretón‐DevaliD· 1 shared Mariel Alfaro-PonceiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Eli Gabriel Avina-BravoORCID

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1 paper

Recent·Most cited

An AI-Driven Decision-Support Tool for Triage of COVID-19 Patients Using Respiratory Microbiome Data

Eli Gabriel Avina-Bravo, Isabel Garcia-Lorenzo, Mariel Alfaro-Ponce, Luz Bretón‐Deval

This study develops an AI tool using respiratory microbiome data to triage COVID-19 patients, finding that XGBoost achieves high accuracy in predicting patient outcomes.

bioRxiv · Mar 19, 2026 · PreprintBioinformatics