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Combining Neuroimaging and Omics Datasets for Disease Classification Using Graph Neural Networks

Both neuroimaging and genomics datasets are often gathered for the detection of neurodegenerative diseases. Huge dimensionalities of neuroimaging data as well as omics data pose tremendous challenge for methods integrating multiple modalities. There are few existing solutions that can combine both m...

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Detalles Bibliográficos
Autores principales: Chan, Yi Hao, Wang, Conghao, Soh, Wei Kwek, Rajapakse, Jagath C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9168232/
https://www.ncbi.nlm.nih.gov/pubmed/35677355
http://dx.doi.org/10.3389/fnins.2022.866666