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ORCIDEdwin K. Silverman
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2020 – today
- 2024
[j12]Georg Hahn, Sharon Marie Lutz, Julian Hecker, Dmitry Prokopenko, Michael H. Cho, Edwin K. Silverman, Scott T. Weiss, Christoph Lange:
Fast computation of the eigensystem of genomic similarity matrices. BMC Bioinform. 25(1): 43 (2024)- [j11]Michele Gentili
, Kimberly Glass, Enrico Maiorino, Brian D. Hobbs, Zhonghui Xu, Peter J. Castaldi, Michael H. Cho, Craig P. Hersh, Dandi Qiao, Jarrett D. Morrow, Vincent J. Carey, John Platig, Edwin K. Silverman:
Partial correlation network analysis identifies coordinated gene expression within a regional cluster of COPD genome-wide association signals. PLoS Comput. Biol. 20(10): 1011079 (2024) - 2023
- [i1]Aria Masoomi, Davin Hill, Zhonghui Xu, Craig P. Hersh, Edwin K. Silverman, Peter J. Castaldi, Stratis Ioannidis, Jennifer G. Dy:
Explanations of Black-Box Models based on Directional Feature Interactions. CoRR abs/2304.07670 (2023) - 2022
- [c9]Aria Masoomi, Davin Hill, Zhonghui Xu, Craig P. Hersh, Edwin K. Silverman, Peter J. Castaldi, Stratis Ioannidis, Jennifer G. Dy:
Explanations of Black-Box Models based on Directional Feature Interactions. ICLR 2022 - 2021
- [j10]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) - [j9]Georg Hahn, Sharon Marie Lutz, Nilanjana Laha, Michael H. Cho, Edwin K. Silverman, Christoph Lange:
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. 31(3): 35 (2021)
2010 – 2019
- 2017
- [j8]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:
A Bayesian Nonparametric Model for Disease Subtyping: Application to Emphysema Phenotypes. IEEE Trans. Medical Imaging 36(1): 343-354 (2017) - [c8]Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy:
Clustering from Multiple Uncertain Experts. AISTATS 2017: 28-36 - [c7]Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy:
Multiple Clustering Views from Multiple Uncertain Experts. ICML 2017: 674-683 - [c6]Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy:
Clustering with Domain-Specific Usefulness Scores. SDM 2017: 207-215 - 2016
- [j7]Dmitry Prokopenko, Julian Hecker, Edwin K. Silverman, Marcello Pagano, Markus M. Nöthen, Christian Dina, Christoph Lange, Heide Loehlein Fier:
Utilizing the Jaccard index to reveal population stratification in sequencing data: a simulation study and an application to the 1000 Genomes Project. Bioinform. 32(9): 1366-1372 (2016) - [c5]Junxiang Chen, Yale Chang, Brian D. Hobbs, Peter J. Castaldi, Michael H. Cho, Edwin K. Silverman, Jennifer G. Dy:
Interpretable Clustering via Discriminative Rectangle Mixture Model. ICDM 2016: 823-828 - 2014
- [j6]Dandi Qiao, Michael H. Cho, Heide Loehlein Fier, Per S. Bakke, Amund Gulsvik, Edwin K. Silverman, Christoph Lange:
On the simultaneous association analysis of large genomic regions: a massive multi-locus association test. Bioinform. 30(2): 157-164 (2014) - [j5]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: 78 (2014) - [j4]Kimberly Glass, John Quackenbush, Edwin K. Silverman, Bartolome Celli, Stephen I. Rennard, Guo-Cheng Yuan, Dawn L. DeMeo:
Sexually-dimorphic targeting of functionally-related genes in COPD. BMC Syst. Biol. 8: 118 (2014) - [j3]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:
A diVIsive Shuffling Approach (VIStA) for gene expression analysis to identify subtypes in Chronic Obstructive Pulmonary Disease. BMC Syst. Biol. 8(S-2): S8 (2014) - 2012
- [j2]Heide Loehlein Fier, Sungho Won, Dmitry Prokopenko, Taofik AlChawa, Kerstin U. Ludwig, Rolf Fimmers, Edwin K. Silverman, Marcello Pagano, Elisabeth Mangold, Christoph Lange:
'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. 28(23): 3027-3033 (2012) - [c4]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:
Automatic airway analysis for genome-wide association studies in COPD. ISBI 2012: 1467-1470 - 2011
- [j1]Soumyaroop Bhattacharya, Shivraj Tyagi, Sorachai Srisuma, Dawn L. DeMeo, Steven Shapiro, Raphael Bueno, Edwin K. Silverman, John J. Reilly, Thomas J. Mariani:
Peripheral blood gene expression profiles in COPD subjects. J. Clin. Bioinform. 1: 12 (2011) - 2010
- [c3]James C. Ross, Raúl San José Estépar, Gordon L. Kindlmann, Alejandro A. Díaz, Carl-Fredrik Westin, Edwin K. Silverman, George R. Washko:
Automatic Lung Lobe Segmentation Using Particles, Thin Plate Splines, and Maximum a Posteriori Estimation. MICCAI (3) 2010: 163-171
2000 – 2009
- 2009
- [c2]James C. Ross, Raúl San José Estépar, Alejandro A. Díaz, Carl-Fredrik Westin, Ron Kikinis, Edwin K. Silverman, George R. Washko:
Lung Extraction, Lobe Segmentation and Hierarchical Region Assessment for Quantitative Analysis on High Resolution Computed Tomography Images. MICCAI (1) 2009: 690-698 - 2006
- [c1]Raúl San José Estépar, George R. Washko, Edwin K. Silverman, John J. Reilly, Ron Kikinis, Carl-Fredrik Westin:
Accurate Airway Wall Estimation Using Phase Congruency. MICCAI (2) 2006: 125-134
Coauthor Index
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