Edwin K. Silverman

According to our database, Edwin K. Silverman authored at least 20 papers between 2006 and 2024.

Collaborative distances:

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

2024

Fast computation of the eigensystem of genomic similarity matrices.

Georg Hahn, Sharon Marie Lutz, Julian Hecker, Dmitry Prokopenko, Michael H. Cho, Edwin K. Silverman, Scott T. Weiss, Christoph Lange

BMC Bioinform., December, 2024

2022

Explanations of Black-Box Models based on Directional Feature Interactions.

Aria Masoomi, Davin Hill, Zhonghui Xu, Craig P. Hersh, Edwin K. Silverman, Peter J. Castaldi, Stratis Ioannidis, Jennifer G. Dy

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

A fast and efficient smoothing approach to Lasso regression and an application in statistical genetics: polygenic risk scores for chronic obstructive pulmonary disease (COPD).

Georg Hahn, Sharon Marie Lutz, Nilanjana Laha, Michael H. Cho, Edwin K. Silverman, Christoph Lange

Stat. Comput., 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

2017

A Bayesian Nonparametric Model for Disease Subtyping: Application to Emphysema Phenotypes.

James C. Ross, Peter J. Castaldi, Michael H. Cho, Junxiang Chen, Yale Chang, Jennifer G. Dy, Edwin K. Silverman, George R. Washko, Raúl San José Estépar

IEEE Trans. Medical Imaging, 2017

Clustering with Domain-Specific Usefulness Scores.

Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Multiple Clustering Views from Multiple Uncertain Experts.

Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy

Proceedings of the 34th International Conference on Machine Learning, 2017

Clustering from Multiple Uncertain Experts.

Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Utilizing the Jaccard index to reveal population stratification in sequencing data: a simulation study and an application to the 1000 Genomes Project.

Dmitry Prokopenko, Julian Hecker, Edwin K. Silverman, Marcello Pagano, Markus M. Nöthen, Christian Dina, Christoph Lange, Heide Loehlein Fier

Bioinform., 2016

Interpretable Clustering via Discriminative Rectangle Mixture Model.

Junxiang Chen, Yale Chang, Brian Hobbs, Peter J. Castaldi, Michael H. Cho, Edwin K. Silverman, Jennifer G. Dy

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2014

A diVIsive Shuffling Approach (VIStA) for gene expression analysis to identify subtypes in Chronic Obstructive Pulmonary Disease.

Jörg Menche, Amitabh Sharma, Michael H. Cho, Ruth J. Mayer, Stephen I. Rennard, Bartolome Celli, Bruce E. Miller, Nick Locantore, Ruth Tal-Singer, Soumitra Ghosh, Chris Larminie, Glyn Bradley, John H. Riley, Alvar Agusti, Edwin K. Silverman, Albert-László Barabási

BMC Syst. Biol., 2014

Sexually-dimorphic targeting of functionally-related genes in COPD.

Kimberly Glass, John Quackenbush, Edwin K. Silverman, Bartolome Celli, Stephen I. Rennard, Guo-Cheng Yuan, Dawn L. DeMeo

BMC Syst. Biol., 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

On the simultaneous association analysis of large genomic regions: a massive multi-locus association test.

Dandi Qiao, Michael H. Cho, Heide Loehlein Fier, Per S. Bakke, Amund Gulsvik, Edwin K. Silverman, Christoph Lange

Bioinform., 2014

2012

'Location, Location, Location': a spatial approach for rare variant analysis and an application to a study on non-syndromic cleft lip with or without cleft palate.

Heide Loehlein Fier, Sungho Won, Dmitry Prokopenko, Taofik AlChawa, Kerstin U. Ludwig, Rolf Fimmers, Edwin K. Silverman, Marcello Pagano, Elisabeth Mangold, Christoph Lange

Bioinform., 2012

Automatic airway analysis for genome-wide association studies in COPD.

Raúl San José Estépar, James C. Ross, Gordon L. Kindlmann, Alejandro A. Díaz, Yuka Okajima, Ron Kikinis, Carl-Fredrik Westin, Edwin K. Silverman, George R. Washko

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011

Peripheral blood gene expression profiles in COPD subjects.

Soumyaroop Bhattacharya, Shivraj Tyagi, Sorachai Srisuma, Dawn L. DeMeo, Steven Shapiro, Raphael Bueno, Edwin K. Silverman, John J. Reilly, Thomas J. Mariani

J. Clin. Bioinform., 2011

2010

Automatic Lung Lobe Segmentation Using Particles, Thin Plate Splines, and Maximum a Posteriori Estimation.

James C. Ross, Raúl San José Estépar, Gordon L. Kindlmann, Alejandro A. Díaz, Carl-Fredrik Westin, Edwin K. Silverman, George R. Washko

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009

Lung Extraction, Lobe Segmentation and Hierarchical Region Assessment for Quantitative Analysis on High Resolution Computed Tomography Images.

James C. Ross, Raúl San José Estépar, Alejandro A. Díaz, Carl-Fredrik Westin, Ron Kikinis, Edwin K. Silverman, George R. Washko

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2006

Accurate Airway Wall Estimation Using Phase Congruency.

Raúl San José Estépar, George R. Washko, Edwin K. Silverman, John J. Reilly, Ron Kikinis, Carl-Fredrik Westin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006