Autoencoders with shared and specific embeddings for multi-omics data integration

Abstract Background In cancer research, different levels of high-dimensional data are often collected for the same subjects. Effective integration of these data by considering the shared and specific information from each data source can help us better understand different types of cancer. Results I...

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Bibliographic Details
Main Authors: Chao Wang, Michael J. O’Connell
Format: Article
Language:English
Published: BMC 2025-08-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-025-06245-7
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