Author

Michael Servilla

University of New Mexico

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Approach:graph neural network· 1

Frequent Co-Authors

Avinash D SahuiD· 1 shared David ArredondoiD· 1 shared Kushal Virupakshappa· 1 shared Luis E. Tafoya· 1 shared Oladimeji Macaulay· 1 shared Yanfu ZhangiD· 1 shared Yue HuiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Avinash D SahuORCID

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1 paper

Recent·Most cited

MedGraphNet: Leveraging Multi-Relational Graph Neural Networks and Text Knowledge for Biomedical Predictions

Oladimeji Macaulay, Michael Servilla, David Arredondo, Kushal Virupakshappa, Yue Hu, Luis E. Tafoya, Yanfu Zhang, Avinash D Sahu

MedGraphNet integrates multi-relational biological data with text knowledge to improve biomedical predictions, outperforming single-relation methods and identifying drug side effects without direct training.

bioRxiv · Sep 24, 2024 · PreprintBioinformatics