Author

Gustavo O. Ramirez

University of California, RiversideORCID 0000-0003-3279-5787Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Physiology· 1

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Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Andrew Dong· 1 shared Anser Qazi· 1 shared Borena Lonh· 1 shared Erica C. HeinrichiD· 1 shared Karapet G. Mkrtchyan· 1 shared Mona EskandariiD· 1 shared Shujie MaiD· 1 shared Wei Vivian LiiD· 1 shared

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2026-2026 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperPhysiology

Andrew Dong

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1 paper

Recent·Most cited

PhysiologyRespiratory Physiology & NeurobiologyPeer-reviewedApr 12, 2026

A Machine Learning Approach to Predicting Dyspnea with Noninvasive Biomarkers

Karapet G. Mkrtchyan, Anser Qazi, Borena Lonh…·Erica C. Heinrich

This study uses machine learning to predict dyspnea using noninvasive biomarkers, achieving higher accuracy than observational estimates in a healthy population.

DOI 10.1016/j.resp.2026.104572

humanmachine learning (classical)

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