Russell Bowler

According to our database, Russell Bowler authored at least 13 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

PathIntegrate: Multivariate modelling approaches for pathway-based multi-omics data integration.

Cecilia Wieder, Juliette Cooke, Clément Frainay, Nathalie Poupin, Russell Bowler, Fabien Jourdan, Katerina J. Kechris, Rachel P. J. Lai, Timothy M. D. Ebbels

PLoS Comput. Biol., 2024

2023

TreeKernel: interpretable kernel machine tests for interactions between -omics and clinical predictors with applications to metabolomics and COPD phenotypes.

Charlie M. Carpenter, Lucas A. Gillenwater, Russell Bowler, Katerina J. Kechris, Debashis Ghosh

BMC Bioinform., December, 2023

NetSHy: network summarization via a hybrid approach leveraging topological properties.

Thao Vu, Elizabeth Litkowski, Weixuan Liu, Katherine A. Pratte, Leslie Lange, Russell Bowler, Farnoush Banaei Kashani, Katerina J. Kechris

Bioinform., January, 2023

2022

Significant Subgraph Detection in Multi-omics Networks for Disease Pathway Identification.

Mohamed Abdel-Hafiz, Mesbah Najafi, Shahab Helmi, Katherine A. Pratte, Yonghua Zhuang, Weixuan Liu, Katerina J. Kechris, Russell Bowler, Leslie Lange, Farnoush Banaei Kashani

Frontiers Big Data, 2022

sJIVE: Supervised joint and individual variation explained.

Elise F. Palzer, Christine Wendt, Russell Bowler, Craig P. Hersh, Sandra E. Safo, Eric F. Lock

Comput. Stat. Data Anal., 2022

Semi-supervised Embedding for Scalable and Accurate Time Series Clustering.

Andrew Hill, Russell Bowler, Katerina J. Kechris, Farnoush Banaei Kashani

Proceedings of the IEEE International Conference on Big Data, 2022

Effective Subject Representation based on Multi-omics Disease Networks using Graph Embedding.

Sundous Hussein, Thao Vu, Leslie Lange, Russell Bowler, Katerina J. Kechris, Farnoush Banaei Kashani

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Improved prediction of smoking status via isoform-aware RNA-seq deep learning models.

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

PLoS Comput. Biol., 2021

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

Charlie M. Carpenter, Weiming Zhang, Lucas A. Gillenwater, Cameron Severn, Tusharkanti Ghosh, Russell Bowler, Katerina J. Kechris, Debashis Ghosh

PLoS Comput. Biol., 2021

2019

The Utility of Shapelets for Analyzing Physical Activity of COPD Patients and non-COPD controls.

Yuan An, Siling Chen, Nicholas Locantore, Matthew Allinder, Divya Mohan, Russell Bowler

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2017

The discordant method: a novel approach for differential correlation.

Charlotte Siska, Russell Bowler, Katerina J. Kechris

Bioinform., 2017

2014

Analyzing networks of phenotypes in complex diseases: methodology and applications in COPD.

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

BMC Syst. Biol., 2014

MSPrep - Summarization, normalization and diagnostics for processing of mass spectrometry-based metabolomic data.

Grant Hughes, Charmion Cruickshank-Quinn, Richard Reisdorph, Sharon Lutz, Irina Petrache, Nichole Reisdorph, Russell Bowler, Katerina J. Kechris

Bioinform., 2014