Joseph E. Lucas

发表

Structured Bayesian learning through mixture models

David B. Dunson, Francesca Petralia, Lisa K. David, 2013 .

SIGNATURE: A workbench for gene expression signature analysis

William T. Barry, Joseph E. Lucas, Jeffrey T. Chang, 2011, BMC Bioinformatics.

Bayesian inference of the number of factors in gene-expression analysis: application to human virus challenge studies

Alfred O. Hero, David B. Dunson, Bo Chen, 2010, BMC Bioinformatics.

Bayesian joint analysis of heterogeneous genomics data

Lawrence Carin, Priyadip Ray, Joseph E. Lucas, 2014, Bioinform..

Detection of Viruses Via Statistical Gene Expression Analysis

Alfred O. Hero, Lawrence Carin, David E. Carlson, 2011, IEEE Transactions on Biomedical Engineering.

Latent Factor Analysis to Discover Pathway-Associated Putative Segmental Aneuploidies in Human Cancers

Joseph E. Lucas, Hsiu-Ni Kung, Jen-Tsan A. Chi, 2010, PLoS Comput. Biol..

A Multitask Point Process Predictive Model

Vinayak A. Rao, Lawrence Carin, Wenzhao Lian, 2015, ICML.

Metaprotein expression modeling for label-free quantitative proteomics

Keyur Patel, Joseph E. Lucas, Francisco Dieguez, 2012, BMC Bioinformatics.

Statistical Estimation of Statistical Mechanical Models: Helix-Coil Theory and Peptide Helicity Prediction

Joseph E. Lucas, Scott C. Schmidler, Terrence G. Oas, 2007, J. Comput. Biol..

Efficient hierarchical clustering for continuous data

Joseph E. Lucas, Ricardo Henao, 2012 .

Sticky Hidden Markov Modeling of Comparative Genomic Hybridization

Lawrence Carin, Lan Du, Joseph E. Lucas, 2010, IEEE Transactions on Signal Processing.

Patient Clustering with Uncoded Text in Electronic Medical Records

Lawrence Carin, Joseph E. Lucas, Ricardo Henao, 2013, AMIA.

High-Dimensional Longitudinal Genomic Data: An analysis used for monitoring viral infections

Alfred O. Hero, David B. Dunson, Lawrence Carin, 2012, IEEE Signal Processing Magazine.

Development and validation of an electronic medical record (EMR)-based computed phenotype of HIV-1 infection

Joseph E. Lucas, Matthew Phelan, Nigel B. Neely, 2018, J. Am. Medical Informatics Assoc..

Electronic Health Record Analysis via Deep Poisson Factor Models

Lawrence Carin, James Lu, Joseph E. Lucas, 2016, J. Mach. Learn. Res..

Assessing electronic health record phenotypes against gold-standard diagnostic criteria for diabetes mellitus

Eugenia R. McPeek Hinz, Rachel L. Richesson, Alexander Clark, 2017, J. Am. Medical Informatics Assoc..

Hierarchical factor modeling of proteomics data

Lawrence Carin, Joseph E. Lucas, Ricardo Henao, 2012, 2012 IEEE 2nd International Conference on Computational Advances in Bio and medical Sciences (ICCABS).

A flexible statistical model for alignment of label-free proteomics data – incorporating ion mobility and product ion information

Joseph E. Lucas, Ricardo Henao, Scott J. Geromanos, 2013, BMC Bioinformatics.

Metabolic network failures in Alzheimer's disease: A biochemical road map

Michael W. Weiner, Shannon L. Risacher, Andrew J. Saykin, 2017, Alzheimer's & Dementia.

Automated, Quantitative Analysis of Histopathological Staining in Nuclei

Joseph E. Lucas, Joseph Geradts, Ricardo Henao, 2014, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.