Craig P. Hersh

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 6

Top Topics

Complex Diseases

Smoking Cessation

Feature Interactions

Explanatory Power

Top Venues

Comput. Stat. Data Anal.

Publications

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 (2023)
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)
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)
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)
W. Jenny Shi, Yonghua Zhuang, Pamela H. Russell, Brian Hobbs, Margaret M. Parker, Peter J. Castaldi, Pratyaydipta Rudra, Brian Vestal, Craig P. Hersh, Laura M. Saba, Katerina Kechris
Unsupervised discovery of phenotype-specific multi-omics networks. Bioinform. 35 (21) (2019)
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)