 Connection
Katerina Kechris to Algorithms
This is a "connection" page, showing publications Katerina Kechris has written about Algorithms.
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Connection Strength |
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2.295 |
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Carry PM, Vigers T, Vanderlinden LA, Keeter C, Dong F, Buckner T, Litkowski E, Yang I, Norris JM, Kechris K. Propensity scores as a novel method to guide sample allocation and minimize batch effects during the design of high throughput experiments. BMC Bioinformatics. 2023 Mar 07; 24(1):86.
Score: 0.486
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Seal S, Li Q, Basner EB, Saba LM, Kechris K. RCFGL: Rapid Condition adaptive Fused Graphical Lasso and application to modeling brain region co-expression networks. PLoS Comput Biol. 2023 01; 19(1):e1010758.
Score: 0.480
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Dekermanjian JP, Shaddox E, Nandy D, Ghosh D, Kechris K. Mechanism-aware imputation: a two-step approach in handling missing values in metabolomics. BMC Bioinformatics. 2022 May 16; 23(1):179.
Score: 0.460
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Liu W, Pratte KA, Castaldi PJ, Hersh C, Bowler RP, Banaei-Kashani F, Kechris KJ. A generalized higher-order correlation analysis framework for multi-omics network inference. PLoS Comput Biol. 2025 Apr; 21(4):e1011842.
Score: 0.141
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Jensen AM, DeWitt P, Bettcher BM, Wrobel J, Kechris K, Ghosh D. Kernel machine tests of association using extrinsic and intrinsic cluster evaluation metrics. PLoS Comput Biol. 2024 Nov; 20(11):e1012524.
Score: 0.137
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Zhuang Y, Xing F, Ghosh D, Hobbs BD, Hersh CP, Banaei-Kashani F, Bowler RP, Kechris K. Deep learning on graphs for multi-omics classification of COPD. PLoS One. 2023; 18(4):e0284563.
Score: 0.123
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Shi WJ, Zhuang Y, Russell PH, Hobbs BD, Parker MM, Castaldi PJ, Rudra P, Vestal B, Hersh CP, Saba LM, Kechris K. Unsupervised discovery of phenotype-specific multi-omics networks. Bioinformatics. 2019 11 01; 35(21):4336-4343.
Score: 0.096
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Siska C, Kechris K. Differential correlation for sequencing data. BMC Res Notes. 2017 Jan 19; 10(1):54.
Score: 0.079
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Siska C, Bowler R, Kechris K. The discordant method: a novel approach for differential correlation. Bioinformatics. 2016 03 01; 32(5):690-6.
Score: 0.073
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Hughes G, Cruickshank-Quinn C, Reisdorph R, Lutz S, Petrache I, Reisdorph N, Bowler R, Kechris K. MSPrep--summarization, normalization and diagnostics for processing of mass spectrometry-based metabolomic data. Bioinformatics. 2014 Jan 01; 30(1):133-4.
Score: 0.064
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Dvorkin D, Biehs B, Kechris K. A graphical model method for integrating multiple sources of genome-scale data. Stat Appl Genet Mol Biol. 2013 Aug; 12(4):469-87.
Score: 0.062
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Kechris K, Yang YH, Yeh RF. Prediction of alternatively skipped exons and splicing enhancers from exon junction arrays. BMC Genomics. 2008 Nov 20; 9:551.
Score: 0.045
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Carpenter CM, Zhang W, Gillenwater L, Severn C, Ghosh T, Bowler R, Kechris K, Ghosh D. PaIRKAT: A pathway integrated regression-based kernel association test with applications to metabolomics and COPD phenotypes. PLoS Comput Biol. 2021 10; 17(10):e1008986.
Score: 0.028
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Lyu Y, Xue L, Zhang F, Koch H, Saba L, Kechris K, Li Q. Condition-adaptive fused graphical lasso (CFGL): An adaptive procedure for inferring condition-specific gene co-expression network. PLoS Comput Biol. 2018 09; 14(9):e1006436.
Score: 0.022
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Connection Strength
The connection strength for concepts is the sum of the scores for each matching publication.
Publication scores are based on many factors, including how long ago they were written and whether the person is a first or senior author.
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