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CLCLSA: Cross-omics linked embedding with contrastive learning and self attention for integration with incomplete multi-omics data.

, , , , , , , , and . Comput. Biol. Medicine, (March 2024)

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Copy number variation estimation from multiple next-generation sequencing samples., , , , and . BCB, page 555-557. ACM, (2012)PCA-based GRS analysis enhances the effectiveness for genetic correlation detection., , , , , , , , , and 8 other author(s). Briefings Bioinform., 20 (6): 2291-2298 (2019)A novel computational strategy for DNA methylation imputation using mixture regression model (MRM)., , , and . BMC Bioinform., 21 (1): 552 (2020)Multi-View Variational Autoencoder for Missing Value Imputation in Untargeted Metabolomics., , , , , , , , , and 6 other author(s). CoRR, (2023)A generalized kernel machine approach to identify higher-order composite effects in multi-view datasets., , , , and . CoRR, (2020)CLCLSA: Cross-omics linked embedding with contrastive learning and self attention for integration with incomplete multi-omics data., , , , , , , , and . Comput. Biol. Medicine, (March 2024)A Sparse Regression Method for Group-Wise Feature Selection with False Discovery Rate Control., , , , , and . IEEE ACM Trans. Comput. Biol. Bioinform., 15 (4): 1066-1078 (2018)A Staged Approach using Machine Learning and Uncertainty Quantification to Predict the Risk of Hip Fracture., , , , , , , , , and 1 other author(s). CoRR, (2024)Detection of common copy number variation with application to population clustering from next generation sequencing data., , , and . EMBC, page 1246-1249. IEEE, (2012)Bayesian robust analysis for genetic architecture of quantitative traits., , , and . Bioinform., 25 (8): 1033-1039 (2009)