Author

Tiago Machuca

University of MiamiORCID 0000-0002-0748-7590Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Amir M. EmtiazjooiD· 1 shared Ashish Ranjan SharmaiD· 1 shared Blake GilliD· 1 shared Carl AtkinsoniD· 1 shared Christine M. LiniD· 1 shared Dianna NordiD· 1 shared Hassan Moussa· 1 shared Jason Cory BrunsoniD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperImmunology

Amir M. EmtiazjooORCID

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1 paper

Recent·Most cited

Predicting Primary Graft Dysfunction in Lung Transplantation: Machine Learning-Guided Biomarker Discovery

Dianna Nord, Jason Cory Brunson, Logan Langerude, Hassan Moussa, Blake Gill, Tiago Machuca, Mindaugas Račkauskas, Ashish Ranjan Sharma, Christine M. Lin, Amir M. Emtiazjoo, Carl Atkinson

This study uses machine learning to identify cytokines predictive of primary graft dysfunction in lung transplantation, finding BAL fluid at 2h post-transplant as the strongest predictor.

bioRxiv · May 24, 2024 · PreprintImmunology