Edwin K. Silverman

Orcid: 0000-0002-3641-3822

According to our database1, Edwin K. Silverman authored at least 20 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


On csauthors.net:


Fast computation of the eigensystem of genomic similarity matrices.
BMC Bioinform., December, 2024

Explanations of Black-Box Models based on Directional Feature Interactions.
Proceedings of the Tenth International Conference on Learning Representations, 2022

A fast and efficient smoothing approach to Lasso regression and an application in statistical genetics: polygenic risk scores for chronic obstructive pulmonary disease (COPD).
Stat. Comput., 2021

Improved prediction of smoking status via isoform-aware RNA-seq deep learning models.
PLoS Comput. Biol., 2021

A Bayesian Nonparametric Model for Disease Subtyping: Application to Emphysema Phenotypes.
IEEE Trans. Medical Imaging, 2017

Clustering with Domain-Specific Usefulness Scores.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Multiple Clustering Views from Multiple Uncertain Experts.
Proceedings of the 34th International Conference on Machine Learning, 2017

Clustering from Multiple Uncertain Experts.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

Utilizing the Jaccard index to reveal population stratification in sequencing data: a simulation study and an application to the 1000 Genomes Project.
Bioinform., 2016

Interpretable Clustering via Discriminative Rectangle Mixture Model.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

A diVIsive Shuffling Approach (VIStA) for gene expression analysis to identify subtypes in Chronic Obstructive Pulmonary Disease.
BMC Syst. Biol., 2014

Sexually-dimorphic targeting of functionally-related genes in COPD.
BMC Syst. Biol., 2014

Analyzing networks of phenotypes in complex diseases: methodology and applications in COPD.
BMC Syst. Biol., 2014

On the simultaneous association analysis of large genomic regions: a massive multi-locus association test.
Bioinform., 2014

'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.
Bioinform., 2012

Automatic airway analysis for genome-wide association studies in COPD.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Peripheral blood gene expression profiles in COPD subjects.
J. Clin. Bioinform., 2011

Automatic Lung Lobe Segmentation Using Particles, Thin Plate Splines, and Maximum a Posteriori Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Lung Extraction, Lobe Segmentation and Hierarchical Region Assessment for Quantitative Analysis on High Resolution Computed Tomography Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Accurate Airway Wall Estimation Using Phase Congruency.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006