MOGAN for LUAD Subtype Classification by Integrating Three Omics Data Types

In summary, the MOGAN method was applied to integrate three omics data types and successfully identify two LUAD immune subtypes with significant survival differences. This classification method may be useful for LUAD treatment decisions.

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Publication Details

Journal
Cancer Innovation
Published
2025-02-28
DOI
https://doi.org/10.1002/cai2.160
Primary Topic
Gene expression and cancer classification
Type
article
Field-Weighted Citation Impact
0.00

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article

MOGAN for LUAD Subtype Classification by Integrating Three Omics Data Types

Ming-Yue Ma, Longxing Wang, Haibin He
Cancer Innovation
Gene expression and cancer classification
article

MOGAN for LUAD Subtype Classification by Integrating Three Omics Data Types

Ming-Yue Ma, Longxing Wang, Haibin He
article en

Abstract

In summary, the MOGAN method was applied to integrate three omics data types and successfully identify two LUAD immune subtypes with significant survival differences. This classification method may be useful for LUAD treatment decisions.

Cancer InnovationVol. 4(2)
Chongqing University of Posts and Telecommunications (CN), Chongqing Medical University (CN)
Chongqing Municipal Human Resources and Social Security Bureau
Openalex Percentile: Top 96%
Gene expression and cancer classification
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