Joseph E. Lucas

Publication Activity (10 Years)

Years Active: 2007-2018
Publications (10 Years): 3

Top Topics

Electronic Medical Record

Predictive Model

Diabetes Mellitus

Top Venues

J. Am. Medical Informatics Assoc.

J. Mach. Learn. Res.

Publications

Devon W. Paul, Nigel B. Neely, Meredith Clement, Isaretta L. Riley, Mashael Al-Hegelan, Matthew Phelan, Monica Kraft, David M. Murdoch, Joseph E. Lucas, John Bartlett, Mehri McKellar, Loretta G. Que
Development and validation of an electronic medical record (EMR)-based computed phenotype of HIV-1 infection. J. Am. Medical Informatics Assoc. 25 (2) (2018)
Susan E. Spratt, Katherine Pereira, Bradi B. Granger, Bryan C. Batch, Matthew Phelan, Michael J. Pencina, Marie Lynn Miranda, L. Ebony Boulware, Joseph E. Lucas, Charlotte L. Nelson, Benjamin Neely, Benjamin Alan Goldstein, Pamela Barth, Rachel L. Richesson, Isaretta L. Riley, Leonor Corsino, Eugenia R. McPeek Hinz, Shelley A. Rusincovitch, Jennifer Green, Anna Beth Barton, Carly Kelley, Kristen Hyland, Monica Tang, Amanda Elliott, Ewa Ruel, Alexander Clark, Melanie Mabrey, Kay Lyn Morrissey, Jyothi Rao, Beatrice Hong, Marjorie Pierre-Louis, Katherine Kelly, Nicole E. Jelesoff
Assessing electronic health record phenotypes against gold-standard diagnostic criteria for diabetes mellitus. J. Am. Medical Informatics Assoc. 24 (e1) (2017)
Ricardo Henao, James Lu, Joseph E. Lucas, Jeffrey M. Ferranti, Lawrence Carin
Electronic Health Record Analysis via Deep Poisson Factor Models. J. Mach. Learn. Res. 17 (2016)
Wenzhao Lian, Ricardo Henao, Vinayak A. Rao, Joseph E. Lucas, Lawrence Carin
A Multitask Point Process Predictive Model. ICML (2015)
Priyadip Ray, Lingling Zheng, Joseph E. Lucas, Lawrence Carin
Bayesian joint analysis of heterogeneous genomics data. Bioinform. 30 (10) (2014)
Ricardo Henao, Jared Murray, Geoffrey S. Ginsburg, Lawrence Carin, Joseph E. Lucas
Patient Clustering with Uncoded Text in Electronic Medical Records. AMIA (2013)
Ashlee M. Benjamin, J. Will Thompson, Erik J. Soderblom, Scott J. Geromanos, Ricardo Henao, Virginia B. Kraus, M. Arthur Moseley, Joseph E. Lucas
A flexible statistical model for alignment of label-free proteomics data - incorporating ion mobility and product ion information. BMC Bioinform. 14 (2013)
Joseph E. Lucas, J. Will Thompson, Laura G. Dubois, Jeanette McCarthy, Hans Tillmann, Alexander Thompson, Norah Shire, Ron Hendrickson, Francisco Dieguez, Phyllis Goldman, Kathleen Schwarz, Keyur Patel, John McHutchison, M. Arthur Moseley
Metaprotein expression modeling for label-free quantitative proteomics. BMC Bioinform. 13 (2012)
Ricardo Henao, J. Will Thompson, M. Arthur Moseley, Geoffrey S. Ginsburg, Lawrence Carin, Joseph E. Lucas
Hierarchical factor modeling of proteomics data. ICCABS (2012)
Lawrence Carin, Alfred O. Hero III, Joseph E. Lucas, David B. Dunson, Minhua Chen, Ricardo Henao, Arnau Tibau Puig, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg
High Dimensional Longitudinal Genomic Data: An analysis used for monitoring viral infections. IEEE Signal Process. Mag. 29 (1) (2012)
Minhua Chen, David E. Carlson, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg, Alfred O. Hero III, Joseph E. Lucas, Lawrence Carin
Detection of Viruses Via Statistical Gene Expression Analysis. IEEE Trans. Biomed. Eng. 58 (3) (2011)
Jeffrey T. Chang, Michael L. Gatza, Joseph E. Lucas, William T. Barry, Peyton Vaughn, Joseph Nevins
SIGNATURE: A workbench for gene expression signature analysis. BMC Bioinform. 12 (2011)
Bo Chen, Minhua Chen, John W. Paisley, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg, Alfred O. Hero III, Joseph E. Lucas, David B. Dunson, Lawrence Carin
Bayesian Inference of the Number of Factors in Gene-Expression Analysis: Application to Human Virus Challenge Studies. BMC Bioinform. 11 (2010)
Lan Du, Minhua Chen, Joseph E. Lucas, Lawrence Carin
Sticky hidden Markov modeling of comparative genomic hybridization. IEEE Trans. Signal Process. 58 (10) (2010)
Joseph E. Lucas, Hsiu-Ni Kung, Jen-Tsan A. Chi
Latent Factor Analysis to Discover Pathway-Associated Putative Segmental Aneuploidies in Human Cancers. PLoS Comput. Biol. 6 (9) (2010)
Scott C. Schmidler, Joseph E. Lucas, Terrence G. Oas
Statistical Estimation of Statistical Mechanical Models: Helix-Coil Theory and Peptide Helicity Prediction. J. Comput. Biol. 14 (10) (2007)