Russell Bowler

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 12

Top Topics

Chronic Obstructive Pulmonary Disease

Graph Embedding

Gene Gene Interactions

Complex Diseases

Top Venues

PLoS Comput. Biol.

Publications

Charlie M. Carpenter, Lucas A. Gillenwater, Russell Bowler, Katerina J. Kechris, Debashis Ghosh
TreeKernel: interpretable kernel machine tests for interactions between -omics and clinical predictors with applications to metabolomics and COPD phenotypes. BMC Bioinform. 24 (1) (2023)
Thao Vu, Elizabeth Litkowski, Weixuan Liu, Katherine A. Pratte, Leslie Lange, Russell Bowler, Farnoush Banaei Kashani, Katerina J. Kechris
NetSHy: network summarization via a hybrid approach leveraging topological properties. Bioinform. 39 (1) (2023)
Sundous Hussein, Thao Vu, Leslie Langel, Russell Bowler, Katerina J. Kechris, Farnoush Banaei Kashani
Effective Subject Representation based on Multi-omics Disease Networks using Graph Embedding. BIBM (2022)
Mohamed Abdel-Hafiz, Mesbah Najafi, Shahab Helmi, Katherine A. Pratte, Yonghua Zhuang, Weixuan Liu, Katerina J. Kechris, Russell Bowler, Leslie Lange, Farnoush Banaei Kashani
Significant Subgraph Detection in Multi-omics Networks for Disease Pathway Identification. Frontiers Big Data 5 (2022)
Elise F. Palzer, Christine Wendt, Russell Bowler, Craig P. Hersh, Sandra E. Safo, Eric F. Lock
sJIVE: Supervised joint and individual variation explained. Comput. Stat. Data Anal. 175 (2022)
Andrew Hill, Russell Bowler, Katerina J. Kechris, Farnoush Banaei Kashani
Semi-supervised Embedding for Scalable and Accurate Time Series Clustering. Big Data (2022)
Zifeng Wang, Aria Masoomi, Zhonghui Xu, Adel Boueiz, Sool Lee, Tingting Zhao, Russell Bowler, Michael H. Cho, Edwin K. Silverman, Craig P. Hersh, Jennifer G. Dy, Peter J. Castaldi
Improved prediction of smoking status via isoform-aware RNA-seq deep learning models. PLoS Comput. Biol. 17 (10) (2021)
Elise F. Palzer, Christine Wendt, Russell Bowler, Craig P. Hersh, Sandra E. Safo, Eric F. Lock
sJIVE: Supervised Joint and Individual Variation Explained. CoRR (2021)
Charlie M. Carpenter, Weiming Zhang, Lucas Gillenwater, Cameron Severn, Tusharkanti Ghosh, Russell Bowler, Katerina Kechris, Debashis Ghosh
PaIRKAT: A pathway integrated regression-based kernel association test with applications to metabolomics and COPD phenotypes. PLoS Comput. Biol. 17 (10) (2021)
Yuan An, Siling Chen, Nicholas Locantore, Matthew Allinder, Divya Mohan, Russell Bowler
The Utility of Shapelets for Analyzing Physical Activity of COPD Patients and non-COPD controls. BIBM (2019)
Charlotte Siska, Russell Bowler, Katerina Kechris
The discordant method: a novel approach for differential correlation. Bioinform. 33 (1) (2017)
Charlotte Siska, Russell Bowler, Katerina Kechris
The discordant method: a novel approach for differential correlation. Bioinform. 32 (5) (2016)
Grant Hughes, Charmion Cruickshank-Quinn, Richard Reisdorph, Sharon Lutz, Irina Petrache, Nichole Reisdorph, Russell Bowler, Katerina Kechris
MSPrep - Summarization, normalization and diagnostics for processing of mass spectrometry-based metabolomic data. Bioinform. 30 (1) (2014)
Jen-hwa Chu, Craig P. Hersh, Peter J. Castaldi, Michael H. Cho, Benjamin A. Raby, Nan M. Laird, Russell Bowler, Stephen I. Rennard, Joseph Loscalzo, John Quackenbush, Edwin K. Silverman
Analyzing networks of phenotypes in complex diseases: methodology and applications in COPD. BMC Syst. Biol. 8 (2014)