Highly accurate disease diagnosis and highly reproducible biomarker identification with PathFormer

Biomarker identification is critical for precise disease diagnosis and understanding disease pathogenesis in omics data analysis, like using fold change and regression analysis. Graph neural networks (GNNs) have been the dominant deep learning model for analyzing graph-structured data. However, we f...

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Detalles Bibliográficos
Autores principales: Li, Fuhai, Dong, Zehao, Zhao, Qihang, Payne, Philip, Province, Michael, Cruchaga, Carlos, Zhang, Muhan, Zhao, Tianyu, Chen, Yixin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10680938/
https://www.ncbi.nlm.nih.gov/pubmed/38014034
http://dx.doi.org/10.21203/rs.3.rs-3576068/v1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10680938/
https://www.ncbi.nlm.nih.gov/pubmed/38014034
http://dx.doi.org/10.21203/rs.3.rs-3576068/v1

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