Author

Xavier Soberón

Universidad Nacional Autónoma de MéxicoORCID 0000-0002-4498-5628Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Molecular Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:metabolomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Aarón Vázquez-JiméneziD· 1 shared Cristian Padrón-ManriqueiD· 1 shared Juan José Oropeza-ValdeziD· 1 shared Osbaldo Reséndis-AntonioiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperMolecular Biology

Aarón Vázquez-JiménezORCID

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1 paper

Recent·Most cited

Molecular BiologyFrontiers in Molecular BiosciencesPeer-reviewedSep 9, 2024

Exploring Metabolic Anomalies in COVID-19 and Post-COVID-19: A Machine Learning Approach with Explainable Artificial Intelligence

Juan José Oropeza-Valdez, Cristian Padrón-Manrique, Aarón Vázquez-Jiménez…·Osbaldo Reséndis-Antonio

This study uses machine learning and explainable AI to identify metabolomic signatures and biomarkers in COVID-19 and Post-COVID-19 patients, revealing heterogeneous metabolic responses.

6 citations

humanmetabolomics

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