Author

Cole Graham

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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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Organism:human· 1 Assay:metabolomics· 1

Frequent Co-Authors

Zefeng Yang· 1 shared

Activity by Year

2025-2025 · peak 1/yr

1 paper

Recent·Most cited

BioengineeringbioRxivPreprintOct 14, 2025

Hypercholesterolemia Risk Prediction from Serum Metabolomics Using a Metabolic Pathway-Integrated Graph Neural Network

Zefeng Yang, Cole Graham

This study introduces MP-GNN, a graph neural network integrating metabolic pathways to predict hypercholesterolemia risk from serum metabolomics data, achieving high accuracy and biological interpretability.

DOI 10.1101/2025.10.14.682480

humanmetabolomics

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