Non-linear Generalizable Machine Learning Re-Analysis of Plasma Proteomics and Single-Cell Immune Network for Classification of COVID-19 Severity

Felix Rivera-Mariani; Tashoy Campbell; Megan Ramsey; Benjamin Bolaños-Rosero

doi:10.1093/jimmun/vkag141.1059

Non-linear Generalizable Machine Learning Re-Analysis of Plasma Proteomics and Single-Cell Immune Network for Classification of COVID-19 Severity

Felix Rivera-Mariani
, Tashoy Campbell
, Megan Ramsey
, Benjamin Bolaños-Rosero

Biology

RIPLRT Institute
University of Puerto Rico - Medical Sciences Campus

Research output: Contribution to journal › Article › peer-review

Original language	American English
Article number	2262757
Journal	The Journal of Immunology
Volume	215
Issue number	Supplement_1
DOIs	https://doi.org/10.1093/jimmun/vkag141.1059
State	Published - Jul 28 2026

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Animals — Human
Cells - Monocytes/Macrophages
Cells - Natural Killer Cells
Molecules - Acute Phase Reactants
Processes — Inflammation

Disciplines

Immunology and Infectious Disease

Organization custom fields

AI-Related Research & Scholarship

Access to Document

10.1093/jimmun/vkag141.1059License: Other

Cite this

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title = "Non-linear Generalizable Machine Learning Re-Analysis of Plasma Proteomics and Single-Cell Immune Network for Classification of COVID-19 Severity",

keywords = "Animals {\textemdash} Human, Cells - Monocytes/Macrophages, Cells - Natural Killer Cells, Molecules - Acute Phase Reactants, Processes {\textemdash} Inflammation",

author = "Felix Rivera-Mariani and Tashoy Campbell and Megan Ramsey and Benjamin Bola{\~n}os-Rosero",

year = "2026",

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day = "28",

doi = "10.1093/jimmun/vkag141.1059",

language = "American English",

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T1 - Non-linear Generalizable Machine Learning Re-Analysis of Plasma Proteomics and Single-Cell Immune Network for Classification of COVID-19 Severity

AU - Rivera-Mariani, Felix

AU - Campbell, Tashoy

AU - Ramsey, Megan

AU - Bolaños-Rosero, Benjamin

PY - 2026/7/28

Y1 - 2026/7/28

KW - Animals — Human

KW - Cells - Monocytes/Macrophages

KW - Cells - Natural Killer Cells

KW - Molecules - Acute Phase Reactants

KW - Processes — Inflammation

UR - https://www.mendeley.com/catalogue/155e39bb-ea84-3e74-b8d6-8061bcc5f385/

U2 - 10.1093/jimmun/vkag141.1059

DO - 10.1093/jimmun/vkag141.1059

M3 - Article

SN - 0022-1767

VL - 215

JO - The Journal of Immunology

JF - The Journal of Immunology

IS - Supplement_1

M1 - 2262757

ER -

Non-linear Generalizable Machine Learning Re-Analysis of Plasma Proteomics and Single-Cell Immune Network for Classification of COVID-19 Severity

UN SDGs

Keywords

Disciplines

Organization custom fields

Access to Document

Other files and links

Cite this