Michael L. Bittner

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 8

Top Topics

Gaussian Mixture

Early Detection

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

IEEE J. Biomed. Health Informatics

Publications

Radhika Saraf, Aniruddha Datta, Chao Sima, Jianping Hua, Rosana Lopes, Michael L. Bittner, Tasha Miller, Heather M. Wilson-Robles
In Silico Modeling of the Induction of Apoptosis by Cryptotanshinone in Osteosarcoma Cell Lines. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Haswanth Vundavilli, Aniruddha Datta, Chao Sima, Jianping Hua, Rosana Lopes, Michael L. Bittner
In Silico Design and Experimental Validation of Combination Therapy for Pancreatic Cancer. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (3) (2020)
Haswanth Vundavilli, Aniruddha Datta, Chao Sima, Jainping Hua, Rosana Lopes, Michael L. Bittner
Cryptotanshinone Induces Cell Death in Lung Cancer by Targeting Aberrant Feedback Loops. IEEE J. Biomed. Health Informatics 24 (8) (2020)
Rajan Kapoor, Aniruddha Datta, Chao Sima, Jianping Hua, Rosana Lopes, Michael L. Bittner
A Gaussian Mixture-Model Exploiting Pathway Knowledge for Dissecting Cancer Heterogeneity. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (2) (2020)
Haswanth Vundavilli, Aniruddha Datta, Chao Sima, Jianping Hua, Rosana Lopes, Michael L. Bittner
Bayesian Inference Identifies Combination Therapeutic Targets in Breast Cancer. IEEE Trans. Biomed. Eng. 66 (9) (2019)
Ashish Katiyar, Anwoy Kumar Mohanty, Jianping Hua, Chao Sima, Rosana Lopes, Aniruddha Datta, Michael L. Bittner
A Bayesian approach to determine the composition of heterogeneous cancer tissue. BMC Bioinform. (3) (2018)
Ashish Katiyar, Anwoy Kumar Mohanty, Chao Sima, Jianping Hua, Rosana Lopes, Aniruddha Datta, Michael L. Bittner
A Bayesian Approach to Determine the Composition of Heterogeneous Cancer Tissue. BCB (2017)
Chao Sima, Jianping Hua, Rosana Lopes, Aniruddha Datta, Michael L. Bittner
Detecting Cell Growth and Drug Response in Heterogeneous Populations: A Dynamic Imaging Approach. BIBE (2016)
Daniel N. Mohsenizadeh, Jianping Hua, Michael L. Bittner, Edward R. Dougherty
Dynamical modeling of uncertain interaction-based genomic networks. BMC Bioinform. 16 (S13) (2015)
Xiangfang Li, Lijun Qian, Michael L. Bittner, Edward R. Dougherty
Drug effect study on proliferation and survival pathways on cell line-based platform: A stochastic hybrid systems approach. GENSiPS (2013)
Chen Zhao, Jianping Hua, Michael L. Bittner, Ivan Ivanov, Edward R. Dougherty
Identifying mechanistic similarities in drug responses. Bioinform. 28 (14) (2012)
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)
Ritwik Layek, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty
Combination therapy design for cancer: A digital systems approach. CDC/ECC (2011)
Xiangfang Li, Lijun Qian, Michael L. Bittner, Edward R. Dougherty
Assessing the efficacy of molecularly targeted agents by using Kalman filter. GENSiPS (2011)
Ritwik Layek, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty
Cancer therapy design based on pathway logic. Bioinform. 27 (4) (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. Eng. 58 (3) (2011)
Edward R. Dougherty, Ranadip Pal, Xiaoning Qian, Michael L. Bittner, Aniruddha Datta
Stationary and structural control in gene regulatory networks: basic concepts. Int. J. Syst. Sci. 41 (1) (2010)
Blaise Hanczar, Jianping Hua, Chao Sima, John N. Weinstein, Michael L. Bittner, Edward R. Dougherty
Small-sample precision of ROC-related estimates. Bioinform. 26 (6) (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 Video Process. 3 (1) (2009)
Ina Sen, Michael P. Verdicchio, Sungwon Jung, Robert P. Trevino, Michael L. Bittner
Context-Specific Gene Regulations in Cancer Gene Expression Data. Pacific Symposium on Biocomputing (2009)
Edward R. Dougherty, Marcel Brun, Jeffrey M. Trent, Michael L. Bittner
Conditioning-Based Modeling of Contextual Genomic Regulation. IEEE ACM Trans. Comput. Biol. Bioinform. 6 (2) (2009)
David Correa Martins Jr., Ulisses M. Braga-Neto, Ronaldo Fumio Hashimoto, Michael L. Bittner, Edward R. Dougherty
Intrinsically Multivariate Predictive Genes. IEEE J. Sel. Top. Signal Process. 2 (3) (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. Bioinform. Syst. Biol. 2007 (2007)
Nestor Walter Trepode, Hugo Aguirre Armelin, Michael L. Bittner, Junior Barrera, Marco Dimas Gubitoso, Ronaldo Fumio Hashimoto
A structural PGN model for control of cell-cycle Progression. ISMM (2) (2007)
Ashish Choudhary, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty
Intervention in a family of Boolean networks. Bioinform. 22 (2) (2006)
Ashish Choudhary, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty
Optimal Control in a Family of Boolean Networks. CDC (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. Bioinform. Syst. Biol. 2006 (2006)
Ranadip Pal, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty
Intervention in context-sensitive probabilistic Boolean networks. Bioinform. 21 (7) (2005)
Ranadip Pal, Aniruddha Datta, Albert J. Fornace Jr., Michael L. Bittner, Edward R. Dougherty
Boolean relationships among genes responsive to ionizing radiation in the NCI 60 ACDS. Bioinform. 21 (8) (2005)
Ashish Choudhary, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty
Assignment of terminal penalties in controlling genetic regulatory networks. ACC (2005)
Ranadip Pal, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty
External control in a special class of probabilistic Boolean networks. ACC (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)
Ranadip Pal, Ivan Ivanov, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty
Generating Boolean networks with a prescribed attractor structure. Bioinform. 21 (21) (2005)
Edward R. Dougherty, Ilya Shmulevich, Michael L. Bittner
Genomic Signal Processing: The Salient Issues. EURASIP J. Adv. Signal Process. 2004 (1) (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. Bioinform. 20 (16) (2004)
Ronaldo Fumio Hashimoto, Seungchan Kim, Ilya Shmulevich, Wei Zhang, Michael L. Bittner, Edward R. Dougherty
Growing genetic regulatory networks from seed genes. Bioinform. 20 (8) (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. Bioinform. 20 (17) (2004)
Aniruddha Datta, Ashish Choudhary, Michael L. Bittner, Edward R. Dougherty
External control in Markovian genetic regulatory networks: the imperfect information case. Bioinform. 20 (6) (2004)
Aniruddha Datta, Ashish Choudhary, Michael L. Bittner, Edward R. Dougherty
External control in Markovian genetic regulatory networks. ACC (2003)
Aniruddha Datta, Ashish Choudhary, Michael L. Bittner, Edward R. Dougherty
External Control in Markovian Genetic Regulatory Networks. Mach. Learn. 52 (1-2) (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 Process. 83 (4) (2003)
Aniruddha Datta, Ashish Choudhary, Michael L. Bittner, Edward R. Dougherty
Application of dynamic programming in genetic regulatory networks. CDC (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. Bioinform. 18 (3) (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. J. Comput. Biol. 9 (1) (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. Bioinform. 18 (9) (2002)
Seungchan Kim, Edward R. Dougherty, Junior Barrera, Yidong Chen, Michael L. Bittner, Jeffrey M. Trent
Strong Feature Sets from Small Samples. J. Comput. Biol. 9 (1) (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)