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Future Oncology Volume 18, 2022 - Issue 2
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Research Article

Unsupervised Learning of Cross-Modal Mappings in Multi-Omics data for Survival Stratification of Gastric Cancer

Jianmin Xu1 Department of Gastrointestinal Surgery,Affiliated Hospital of Jiangnan University,Wuxi City,Jiangsu Province,214122,China
,
Yueping Yao2 Department of Liver Disease,Wuxi No. 5 People’s Hospital Affiliated to Jiangnan University,1215 Guangrui Road,Wuxi Liangxi District, Wuxi City,Jiangsu Province,214011,China
,
Binghua Xu1 Department of Gastrointestinal Surgery,Affiliated Hospital of Jiangnan University,Wuxi City,Jiangsu Province,214122,China
,
Yipeng Li3 PerMed Biomedicine Institute,Shanghai 201318,China
&
Zhijian Su1 Department of Gastrointestinal Surgery,Affiliated Hospital of Jiangnan University,Wuxi City,Jiangsu Province,214122,ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0003-2621-2821
ORCID Icon
Pages 215-230 | Received 24 Aug 2021, Accepted 01 Oct 2021, Published online: 02 Dec 2021
Supplemental material

Supplemental Table 1 Selection of optimalhidden layer presentation nodes

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Supplemental Table 1 Selection of optimal hidden layer presentation nodes

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Supplemental Table 2 Determination of optimal cluster number K

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Supplemental Table 2 Determination of optimal cluster number K

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Supplemental Table 3 Predicted subgroup label of samples in TCGA set

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Supplemental Table 3 Predicted subgroup label of samples in TCGA set

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Supplemental Table 4Top 30 mRNA features and top 45 methylation features according to ANOVA F value

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Supplemental Table 4Top 30 mRNA features and top 45 methylation features according to ANOVA F value

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Supplemental Table 5 Significant pathways for up-regulated and down-regulated genes

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Supplemental Table 5 Significant pathways for up-regulated and down-regulated genes

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