David M. Umbach

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 6

Top Topics

Genome Wide Association Studies

Genetic Algorithm

Top Venues

Comput. Biol. Medicine

PLoS Comput. Biol.

Publications

Amlan Talukder, Yuanyuan Li, Deryck Yeung, Min Shi, David M. Umbach, Zheng Fan, Leping Li
OSApredictor: A tool for prediction of moderate to severe obstructive sleep apnea-hypopnea using readily available patient characteristics. Comput. Biol. Medicine 178 (2024)
Michael Nodzenski, Min Shi, Juno M. Krahn, Alison S. Wise, Yuanyuan Li, Leping Li, David M. Umbach, Clarice R. Weinberg
Erratum to: GADGETS: a genetic algorithm for detecting epistasis using nuclear families. Bioinform. 38 (3) (2022)
Michael Nodzenski, Min Shi, Juno M. Krahn, Alison S. Wise, Yuanyuan Li, Leping Li, David M. Umbach, Clarice R. Weinberg
GADGETS: a genetic algorithm for detecting epistasis using nuclear families. Bioinform. 38 (4) (2022)
Kai Kang, Caizhi Huang, Yuanyuan Li, David M. Umbach, Leping Li
CDSeqR: fast complete deconvolution for gene expression data from bulk tissues. BMC Bioinform. 22 (1) (2021)
Kai Kang, Qian Meng, Igor Shats, David M. Umbach, Melissa Li, Yuanyuan Li, Xiaoling Li, Leping Li
CDSeq: A novel complete deconvolution method for dissecting heterogeneous samples using gene expression data. PLoS Comput. Biol. 15 (12) (2019)
Min Shi, David M. Umbach, Alison S. Wise, Clarice R. Weinberg
Simulating autosomal genotypes with realistic linkage disequilibrium and a spiked-in genetic effect. BMC Bioinform. 19 (1) (2018)
Mengyuan Xu, Clarice R. Weinberg, David M. Umbach, Leping Li
coMOTIF: a mixture framework for identifying transcription factor and a coregulator motif in ChIP-seq Data. Bioinform. 27 (19) (2011)
Shyamal D. Peddada, David M. Umbach, Shawn F. Harris
A response to information criterion-based clustering with order-restricted candidate profiles in short time-course microarray experiments. BMC Bioinform. 10 (2009)
Weichun Huang, David M. Umbach, Leping Li
Accurate anchoring alignment of divergent sequences. Bioinform. 22 (1) (2006)
Weichun Huang, David M. Umbach, Uwe Ohler, Leping Li
Optimized mixed Markov models for motif identification. BMC Bioinform. 7 (2006)
Leping Li, David M. Umbach, Paul Terry, Jack A. Taylor
Application of the GA/KNN method to SELDI proteomics data. Bioinform. 20 (10) (2004)
Shyamal D. Peddada, Edward K. Lobenhofer, Leping Li, Cynthia A. Afshari, Clarice R. Weinberg, David M. Umbach
Gene Selection and Clustering for Time-course and Dose-response Microarray Experiments Using Order-restricted Inference. Bioinform. 19 (7) (2003)