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PaIRKAT: A pathway integrated regression-based kernel association test with applications to metabolomics and COPD phenotypes.

, , , , , , , and . PLoS Comput. Biol., (2021)

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Semi-supervised Embedding for Scalable and Accurate Time Series Clustering., , , and . IEEE Big Data, page 942-951. IEEE, (2022)TreeKernel: interpretable kernel machine tests for interactions between -omics and clinical predictors with applications to metabolomics and COPD phenotypes., , , , and . BMC Bioinform., 24 (1): 398 (December 2023)PathIntegrate: Multivariate modelling approaches for pathway-based multi-omics data integration., , , , , , , , and . PLoS Comput. Biol., 20 (3): 1011814 (2024)NetSHy: network summarization via a hybrid approach leveraging topological properties., , , , , , , and . Bioinform., (January 2023)The discordant method: a novel approach for differential correlation., , and . Bioinform., 32 (5): 690-696 (2016)Significant Subgraph Detection in Multi-omics Networks for Disease Pathway Identification., , , , , , , , , and . Frontiers Big Data, (2022)The Utility of Shapelets for Analyzing Physical Activity of COPD Patients and non-COPD controls., , , , , and . BIBM, page 1023-1030. IEEE, (2019)PaIRKAT: A pathway integrated regression-based kernel association test with applications to metabolomics and COPD phenotypes., , , , , , , and . PLoS Comput. Biol., (2021)A statistical framework for multi-trait rare variant analysis in large-scale whole-genome sequencing studies., , , , , , , , , and 432 other author(s). Nat. Comput. Sci., 5 (2): 125-143 (February 2025)Effective Subject Representation based on Multi-omics Disease Networks using Graph Embedding., , , , , and . BIBM, page 1911-1918. IEEE, (2022)