member portrait Carolina González-Cavazos PhD Student
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Carolina González-Cavazos is a PhD student mentored by Professor Andrew Su. Before joining Su Lab, she was a research intern at Caltech, focusing on autism spectrum disorder genetic variants. She completed her undergraduate studies in genomics at Universidad Autonoma de Nuevo Leon, Mexico. Currently, her thesis focuses on implementing graph neural network (GNN) explainability models in biomedical knowledge graphs. Carolina’s research aims to provide interpretable explanations that support the discovery of novel drug-disease associations.

Publications

DrugMechDB: A Curated Database of Drug Mechanisms
Adriana Carolina Gonzalez-Cavazos, Anna Tanska, Michael D. Mayers, Denise Carvalho-Silva, Brindha Sridharan, Patrik A. Rewers, Umasri Sankarlal, Lakshmanan Jagannathan, Andrew I. Su
Cold Spring Harbor Laboratory  ·  02 May 2023  ·  doi:10.1101/2023.05.01.538993  ·  PMID: 37205439  ·  PMCID: PMC10187194
DrugMechDB: A Curated Database of Drug Mechanisms
Adriana Carolina Gonzalez-Cavazos, Anna Tanska, Michael Mayers, Denise Carvalho-Silva, Brindha Sridharan, Patrick A. Rewers, Umasri Sankarlal, Lakshmanan Jagannathan, Andrew I. Su
Scientific Data  ·  16 Sep 2023  ·  doi:10.1038/s41597-023-02534-z  ·  PMID: 37717042  ·  PMCID: PMC10505144
Drug Repurposing using consilience of Knowledge Graph Completion methods
Roger Tu, Meghamala Sinha, Carolina González, Eric Hu, Shehzaad Dhuliawala, Andrew McCallum, Andrew I. Su
Cold Spring Harbor Laboratory  ·  14 May 2023  ·  doi:10.1101/2023.05.12.540594  ·  PMID: 39149283  ·  PMCID: PMC11326126

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