Using Graph Neural Networks to Predict Gene-Autoimmune Disease Associations

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dc.contributor.authorDahle, Noah
dc.contributor.authorKwon, Meghan
dc.contributor.authorWong, Kwai
dc.contributor.authorTomov, Stanimire
dc.date.accessioned2024-08-07T14:07:55Z
dc.date.available2024-08-07T14:07:55Z
dc.date.issued2024-07-17
dc.descriptionPEARC '24: Practice and Experience in Advanced Research, Computing, Providence RI USA, July 21 - 25, 2024
dc.description.sponsorshipWe would like to thank the National Science Foundation grant no. 2050534 for their funding and the National Institute of Computer Science (NICS) annd the Innovative Computing Laboratory (ICL) at the University of Tennessee. We would also like to thank Stephen Qiu for his help. We thank NVIDIA and AMD for their support and hardware donations.
dc.description.urihttps://dl.acm.org/doi/abs/10.1145/3626203.3670603
dc.format.extent4 pages
dc.genreconference papers and proceedings
dc.identifierdoi:10.13016/m29ylm-p6dn
dc.identifier.citationDahle, Noah, Meghan Kwon, Kwai Wong, and Stanimire Tomov. “Using Graph Neural Networks to Predict Gene-Autoimmune Disease Associations.” In Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 1–4. PEARC ’24. New York, NY, USA: Association for Computing Machinery, 2024. https://doi.org/10.1145/3626203.3670603.
dc.identifier.urihttps://doi.org/10.1145/3626203.3670603
dc.identifier.urihttp://hdl.handle.net/11603/35253
dc.language.isoen_US
dc.publisherACM
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Student Collection
dc.relation.ispartofUMBC Biological Sciences Department
dc.relation.ispartofUMBC Mathematics and Statistics Department
dc.subjectMagmaDNN Framework
dc.subjectPyTorch Geometric
dc.subjectGene-Autoimmune Disease
dc.subjectGraph neural networks (GNNs)
dc.subjectHeterogeneous Graphs
dc.subjectChebNet (Chebyshev Networks)
dc.subjectGraph Convolutional Networks (GCNs)
dc.subjectAutoimmune Disorders
dc.subjectDrug Discovery
dc.titleUsing Graph Neural Networks to Predict Gene-Autoimmune Disease Associations
dc.typeText

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