Michael L. Bittner

Chen Zhao, Jianping Hua, Michael L. Bittner, Ivan Ivanov, Edward R. Dougherty: Identifying mechanistic similarities in drug responses. Bioinformatics 28(14): 1902-1910 (2012)

Ritwik Layek, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty: Cancer therapy design based on pathway logic. Bioinformatics 27(4): 548-555 (2011)

Xiangfang Li, Lijun Qian, Michael L. Bittner, Edward R. Dougherty: Characterization of Drug Efficacy Regions Based on Dosage and Frequency Schedules. IEEE Trans. Biomed. Engineering 58(3): 488-498 (2011)

Ritwik Layek, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty: Combination therapy design for cancer: A digital systems approach. CDC-ECE 2011: 4377-4382

Xiangfang Li, Lijun Qian, Michael L. Bittner, Edward R. Dougherty: Assessing the efficacy of molecularly targeted agents by using Kalman filter. GENSiPS 2011: 50-51

Chen Zhao, Ivan Ivanov, Michael L. Bittner, Edward R. Dougherty: Pathway analysis in the context of Bayesian networks - mathematical modeling of master and canalizing genes. GENSiPS 2011: 64-65

Blaise Hanczar, Jianping Hua, Chao Sima, John N. Weinstein, Michael L. Bittner, Edward R. Dougherty: Small-sample precision of ROC-related estimates. Bioinformatics 26(6): 822-830 (2010)

Edward R. Dougherty, Ranadip Pal, Xiaoning Qian, Michael L. Bittner, Aniruddha Datta: Stationary and structural control in gene regulatory networks: basic concepts. Int. J. Systems Science 41(1): 5-16 (2010)

Qian Xu, Jianping Hua, Zixiang Xiong, Michael L. Bittner, Edward R. Dougherty: The effect of microarray image compression on expression-based classification. Signal, Image and Video Processing 3(1): 53-61 (2009)

Edward R. Dougherty, Marcel Brun, Jeffrey M. Trent, Michael L. Bittner: Conditioning-Based Modeling of Contextual Genomic Regulation. IEEE/ACM Trans. Comput. Biology Bioinform. 6(2): 310-320 (2009)

Ina Sen, Michael P. Verdicchio, Sungwon Jung, Robert Trevino, Michael L. Bittner: Context-Specific Gene Regulations in Cancer Gene Expression Data. Pacific Symposium on Biocomputing 2009: 75-86

D. C. Martins, Ulisses de Mendonça Braga Neto, Ronaldo Fumio Hashimoto, Michael L. Bittner, Edward R. Dougherty: Intrinsically Multivariate Predictive Genes. J. Sel. Topics Signal Processing 2(3): 424-439 (2008)

Nestor Walter Trepode, Hugo Aguirre Armelin, Michael L. Bittner, Junior Barrera, Marco Dimas Gubitoso, Ronaldo Fumio Hashimoto: A Robust Structural PGN Model for Control of Cell-Cycle Progression Stabilized by Negative Feedbacks. EURASIP J. Bioinformatics and Systems Biology 2007 (2007)

Ashish Choudhary, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty: Intervention in a family of Boolean networks. Bioinformatics 22(2): 226-232 (2006)

Jianping Hua, Yoganand Balagurunathan, Yidong Chen, James Lowey, Michael L. Bittner, Zixiang Xiong, Edward Suh, Edward R. Dougherty: Normalization Benefits Microarray-Based Classification. EURASIP J. Bioinformatics and Systems Biology 2006 (2006)

Ranadip Pal, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty: Intervention in context-sensitive probabilistic Boolean networks. Bioinformatics 21(7): 1211-1218 (2005)

Ranadip Pal, Aniruddha Datta, Albert J. Fornace, Michael L. Bittner, Edward R. Dougherty: Boolean relationships among genes responsive to ionizing radiation in the NCI 60 ACDS. Bioinformatics 21(8): 1542-1549 (2005)

Ranadip Pal, Ivan Ivanov, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty: Generating Boolean networks with a prescribed attractor structure. Bioinformatics 21(21): 4021-4025 (2005)

Prabhdeep Singh, R. Bhimavarapu, Hasan Davulcu, Chitta Baral, Seungchan Kim, Huan Liu, Michael L. Bittner, I. V. Ramakrishnan: BioLog: A Browser Based Collaboration and Resource Navigation Assistant for BioMedical Researchers. DILS 2005: 19-30

Aniruddha Datta, Ashish Choudhary, Michael L. Bittner, Edward R. Dougherty: External control in Markovian genetic regulatory networks: the imperfect information case. Bioinformatics 20(6): 924-930 (2004)

Ronaldo Fumio Hashimoto, Seungchan Kim, Ilya Shmulevich, Wei Zhang, Michael L. Bittner, Edward R. Dougherty: Growing genetic regulatory networks from seed genes. Bioinformatics 20(8): 1241-1247 (2004)

Sanju Attoor, Edward R. Dougherty, Yidong Chen, Michael L. Bittner, Jeffrey M. Trent: Which is better for cDNA-microarray-based classification: ratios or direct intensities. Bioinformatics 20(16): 2513-2520 (2004)

Xiaobo Zhou, Xiaodong Wang, Ranadip Pal, Ivan Ivanov, Michael L. Bittner, Edward R. Dougherty: A Bayesian connectivity-based approach to constructing probabilistic gene regulatory networks. Bioinformatics 20(17): 2918-2927 (2004)

Edward R. Dougherty, Ilya Shmulevich, Michael L. Bittner: Genomic Signal Processing: The Salient Issues. EURASIP J. Adv. Sig. Proc. 2004(1): 146-153 (2004)

Aniruddha Datta, Ashish Choudhary, Michael L. Bittner, Edward R. Dougherty: External Control in Markovian Genetic Regulatory Networks. Machine Learning 52(1-2): 169-191 (2003)

Ronaldo Fumio Hashimoto, Edward R. Dougherty, Marcel Brun, Zheng-Zheng Zhou, Michael L. Bittner, Jeffrey M. Trent: Efficient selection of feature sets possessing high coefficients of determination based on incremental determinations. Signal Processing 83(4): 695-712 (2003)

Mattias Wahde, Gregory T. Klus, Michael L. Bittner, Yidong Chen, Zoltan Szallasi: Assessing the significance of consistently mis-regulated genes in cancer associated gene expression matrices. Bioinformatics 18(3): 389-394 (2002)

Yidong Chen, Vishnu G. Kamat, Edward R. Dougherty, Michael L. Bittner, Paul S. Meltzer, Jeffrey M. Trent: Ratio statistics of gene expression levels and applications to microarray data analysis. Bioinformatics 18(9): 1207-1215 (2002)

Edward R. Dougherty, Junior Barrera, Marcel Brun, Seungchan Kim, Roberto Marcondes Cesar Junior, Yidong Chen, Michael L. Bittner, Jeffrey M. Trent: Inference from Clustering with Application to Gene-Expression Microarrays. Journal of Computational Biology 9(1): 105-126 (2002)

Seungchan Kim, Edward R. Dougherty, Junior Barrera, Yidong Chen, Michael L. Bittner, Jeffrey M. Trent: Strong Feature Sets from Small Samples. Journal of Computational Biology 9(1): 127-146 (2002)

Edward R. Dougherty, Michael L. Bittner, Yidong Chen, Seungchan Kim, Krishnamoorthy Sivakumar, Junior Barrera, Paul S. Meltzer, Jeffrey M. Trent: Nonlinear filters in genomic control. NSIP 1999: 10-14