Michael L. Bittner

According to our database1, Michael L. Bittner authored at least 45 papers between 1999 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2022
In Silico Modeling of the Induction of Apoptosis by Cryptotanshinone in Osteosarcoma Cell Lines.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

2020
Cryptotanshinone Induces Cell Death in Lung Cancer by Targeting Aberrant Feedback Loops.
IEEE J. Biomed. Health Informatics, 2020

In Silico Design and Experimental Validation of Combination Therapy for Pancreatic Cancer.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

A Gaussian Mixture-Model Exploiting Pathway Knowledge for Dissecting Cancer Heterogeneity.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

2019
Bayesian Inference Identifies Combination Therapeutic Targets in Breast Cancer.
IEEE Trans. Biomed. Eng., 2019

2018
A Bayesian approach to determine the composition of heterogeneous cancer tissue.
BMC Bioinform., 2018

2016
Detecting Cell Growth and Drug Response in Heterogeneous Populations: A Dynamic Imaging Approach.
Proceedings of the 16th IEEE International Conference on Bioinformatics and Bioengineering, 2016

2015
Dynamical modeling of uncertain interaction-based genomic networks.
BMC Bioinform., December, 2015

2013
Drug effect study on proliferation and survival pathways on cell line-based platform: A stochastic hybrid systems approach.
Proceedings of the 2013 IEEE International Workshop on Genomic Signal Processing and Statistics, 2013

2012
Identifying mechanistic similarities in drug responses.
Bioinform., 2012

2011
Characterization of Drug Efficacy Regions Based on Dosage and Frequency Schedules.
IEEE Trans. Biomed. Eng., 2011

Cancer therapy design based on pathway logic.
Bioinform., 2011

Pathway analysis in the context of Bayesian networks - mathematical modeling of master and canalizing genes.
Proceedings of the 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, 2011

Assessing the efficacy of molecularly targeted agents by using Kalman filter.
Proceedings of the 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, 2011

Combination therapy design for cancer: A digital systems approach.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010
Stationary and structural control in gene regulatory networks: basic concepts.
Int. J. Syst. Sci., 2010

Small-sample precision of ROC-related estimates.
Bioinform., 2010

2009
Conditioning-Based Modeling of Contextual Genomic Regulation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2009

The effect of microarray image compression on expression-based classification.
Signal Image Video Process., 2009

Context-Specific Gene Regulations in Cancer Gene Expression Data.
Proceedings of the Biocomputing 2009: Proceedings of the Pacific Symposium, 2009

2008
Intrinsically Multivariate Predictive Genes.
IEEE J. Sel. Top. Signal Process., 2008

2007
A Robust Structural PGN Model for Control of Cell-Cycle Progression Stabilized by Negative Feedbacks.
EURASIP J. Bioinform. Syst. Biol., 2007

A structural PGN model for control of cell-cycle Progression.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 2, 2007

2006
Normalization Benefits Microarray-Based Classification.
EURASIP J. Bioinform. Syst. Biol., 2006

Intervention in a family of Boolean networks.
Bioinform., 2006

Optimal Control in a Family of Boolean Networks.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005
Generating Boolean networks with a prescribed attractor structure.
Bioinform., 2005

Boolean relationships among genes responsive to ionizing radiation in the NCI 60 ACDS.
Bioinform., 2005

Intervention in context-sensitive probabilistic Boolean networks.
Bioinform., 2005

BioLog: A Browser Based Collaboration and Resource Navigation Assistant for BioMedical Researchers.
Proceedings of the Data Integration in the Life Sciences, Second InternationalWorkshop, 2005

External control in a special class of probabilistic Boolean networks.
Proceedings of the American Control Conference, 2005

Assignment of terminal penalties in controlling genetic regulatory networks.
Proceedings of the American Control Conference, 2005

2004
Genomic Signal Processing: The Salient Issues.
EURASIP J. Adv. Signal Process., 2004

A Bayesian connectivity-based approach to constructing probabilistic gene regulatory networks.
Bioinform., 2004

Growing genetic regulatory networks from seed genes.
Bioinform., 2004

External control in Markovian genetic regulatory networks: the imperfect information case.
Bioinform., 2004

Which is better for cDNA-microarray-based classification: ratios or direct intensities.
Bioinform., 2004

2003
Efficient selection of feature sets possessing high coefficients of determination based on incremental determinations.
Signal Process., 2003

External Control in Markovian Genetic Regulatory Networks.
Mach. Learn., 2003

Application of dynamic programming in genetic regulatory networks.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2002
Strong Feature Sets from Small Samples.
J. Comput. Biol., 2002

Inference from Clustering with Application to Gene-Expression Microarrays.
J. Comput. Biol., 2002

Assessing the significance of consistently mis-regulated genes in cancer associated gene expression matrices.
Bioinform., 2002

Ratio statistics of gene expression levels and applications to microarray data analysis.
Bioinform., 2002

1999
Nonlinear filters in genomic control.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999


  Loading...