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Kechris

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Charlie M. Carpenter

Elizabeth Litkowski

Elle Butler Basner

Farnoush Banaei Kashani

Katerina J. Kechris

Katherine A. Pratte

Lucas A. Gillenwater

Mohamed Abdel-Hafiz

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Publications by 'Katerina J. Kechris'

Publications

Viewing Publication 1 - 6 from 6

2023

TreeKernel: interpretable kernel machine tests for interactions between -omics and clinical predictors with applications to metabolomics and COPD phenotypesCharlie M. Carpenter, Lucas A. Gillenwater, Russell Bowler, Katerina J. Kechris, Debashis Ghosh. bmcbi, 24(1):398, December 2023. [doi]

RCFGL: Rapid Condition adaptive Fused Graphical Lasso and application to modeling brain region co-expression networksSouvik Seal, Qunhua Li, Elle Butler Basner, Laura M. Saba, Katerina J. Kechris. ploscb, 19(1), January 2023. [doi]

NetSHy: network summarization via a hybrid approach leveraging topological propertiesThao Vu, Elizabeth Litkowski, Weixuan Liu, Katherine A. Pratte, Leslie Lange, Russell Bowler, Farnoush Banaei Kashani, Katerina J. Kechris. bioinformatics, 39(1), January 2023. [doi]

2022

Significant Subgraph Detection in Multi-omics Networks for Disease Pathway IdentificationMohamed Abdel-Hafiz, Mesbah Najafi, Shahab Helmi, Katherine A. Pratte, Yonghua Zhuang, Weixuan Liu, Katerina J. Kechris, Russell Bowler, Leslie Lange, Farnoush Banaei Kashani. fdata, 5, 2022. [doi]

Semi-supervised Embedding for Scalable and Accurate Time Series ClusteringAndrew Hill, Russell Bowler, Katerina J. Kechris, Farnoush Banaei Kashani. bigdataconf 2022: 942-951 [doi]

Effective Subject Representation based on Multi-omics Disease Networks using Graph EmbeddingSundous Hussein, Thao Vu, Leslie Langel, Russell Bowler, Katerina J. Kechris, Farnoush Banaei Kashani. bibm 2022: 1911-1918 [doi]

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