Michael H. Cho

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 12

Top Topics

Similarity Matrices

Chronic Obstructive Pulmonary Disease

Learning Models

Top Venues

BMC Syst. Biol.

Publications

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) (2024)
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)
Julian Hecker, F. William Townes, Priyadarshini Kachroo, Cecelia A. Laurie, Jessica Lasky-Su, John Ziniti, Michael H. Cho, Scott T. Weiss, Nan M. Laird, Christoph Lange
A unifying framework for rare variant association testing in family-based designs, including higher criticism approaches, SKATs, and burden tests. Bioinform. 36 (22-23) (2021)
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) (2021)
Junxiang Chen, Yale Chang, Peter J. Castaldi, Michael H. Cho, Brian Hobbs, Jennifer G. Dy
Crowdclustering with Partition Labels. AISTATS (2018)
Jenna Schabdach, William M. Wells III, Michael H. Cho, Kayhan N. Batmanghelich
A Likelihood-Free Approach for Characterizing Heterogeneous Diseases in Large-Scale Studies. IPMI (2017)
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) (2017)
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)
Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy
Clustering from Multiple Uncertain Experts. AISTATS (2017)
Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy
Clustering with Domain-Specific Usefulness Scores. SDM (2017)
Junxiang Chen, Yale Chang, Brian Hobbs, Peter J. Castaldi, Michael H. Cho, Edwin K. Silverman, Jennifer G. Dy
Interpretable Clustering via Discriminative Rectangle Mixture Model. ICDM (2016)
Nematollah Kayhan Batmanghelich, Ardavan Saeedi, Raúl San José Estépar, Michael H. Cho, William M. Wells III
Inferring Disease Status by Non-parametric Probabilistic Embedding. MCV/BAMBI@MICCAI (2016)
Nematollah Kayhan Batmanghelich, Ardavan Saeedi, Michael H. Cho, Raúl San José Estépar, Polina Golland
Generative Method to Discover Genetically Driven Image Biomarkers. IPMI (2015)
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) (2014)
Kayhan N. Batmanghelich, Michael H. Cho, Raúl San José Estépar, Polina Golland
Spherical Topic Models for Imaging Phenotype Discovery in Genetic Studies. BAMBI (2014)
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) (2014)
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)
James C. Ross, Peter J. Castaldi, Michael H. Cho, Jennifer G. Dy
Dual beta process priors for latent cluster discovery in chronic obstructive pulmonary disease. KDD (2014)