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IEEE/ACM Transactions on Computational Biology and Bioinformatics
|
September 11, 2015
Incorporation of Biological Pathway Knowledge in the Construction of Priors for Optimal Bayesian Classification
Mohammad Shahrokh Esfahani, Edward R Dougherty
IEEE/ACM Transactions on Computational Biology and Bioinformatics
|
December 17, 2015
An Optimization-Based Framework for the Transformation of Incomplete Biological Knowledge into a Probabilistic Structure and Its Application to the Utilization of Gene/Protein Signaling Pathways in Discrete Phenotype Classification
Mohammad Shahrokh Esfahani, Edward R Dougherty
Bioinformatics (Oxford, England)
|
November 22, 2013
Effect of separate sampling on classification accuracy
Mohammad Shahrokh Esfahani, Edward R Dougherty
BMC Systems Biology
|
December 23, 2018
An experimental design framework for Markovian gene regulatory networks under stationary control policy
Roozbeh Dehghannasiri, Mohammad Shahrokh Esfahani, Edward R Dougherty
BMC Bioinformatics
|
December 15, 2011
Probabilistic reconstruction of the tumor progression process in gene regulatory networks in the presence of uncertainty
Mohammad Shahrokh Esfahani, Byung-Jun Yoon, Edward R Dougherty
BMC Bioinformatics
|
January 4, 2018
Incorporating biological prior knowledge for Bayesian learning via maximal knowledge-driven information priors
Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian, et al.
IEEE/ACM Transactions on Computational Biology and Bioinformatics
|
July 11, 2018
Constructing Pathway-Based Priors within a Gaussian Mixture Model for Bayesian Regression and Classification
Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian, et al.
Pattern Recognition
|
August 18, 2015
Classifier Design Given an Uncertainty Class of Feature Distributions via Regularized Maximum Likelihood and the Incorporation of Biological Pathway Knowledge in Steady-State Phenotype Classification
Mohammad Shahrokh Esfahani, Jason Knight, Amin Zollanvari, et al.
ACR Open Rheumatology
|
July 3, 2026
DNASE1L3 Deficiency With Novel Missense Variant: Enzymatic and Plasma Fragmentomic Evidence of Pathogenicity and Partial Response to JAK Blockade
Annel Andrea Leon Tenorio, Takeshi Sugio, Jordan Cheng, et al.
Blood Advances
|
September 17, 2020
Evaluating upfront high-dose consolidation after R-CHOP for follicular lymphoma by clinical and genetic risk models
Stefan Alig, Vindi Jurinovic, Mohammad Shahrokh Esfahani, et al.
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of 2
Search research articles
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Showing results (1-10 of 20) with videos related to
Sort By:
Page
of 2
IEEE/ACM Transactions on Computational Biology and Bioinformatics
|
September 11, 2015
Incorporation of Biological Pathway Knowledge in the Construction of Priors for Optimal Bayesian Classification
Mohammad Shahrokh Esfahani, Edward R Dougherty
IEEE/ACM Transactions on Computational Biology and Bioinformatics
|
December 17, 2015
An Optimization-Based Framework for the Transformation of Incomplete Biological Knowledge into a Probabilistic Structure and Its Application to the Utilization of Gene/Protein Signaling Pathways in Discrete Phenotype Classification
Mohammad Shahrokh Esfahani, Edward R Dougherty
Bioinformatics (Oxford, England)
|
November 22, 2013
Effect of separate sampling on classification accuracy
Mohammad Shahrokh Esfahani, Edward R Dougherty
BMC Systems Biology
|
December 23, 2018
An experimental design framework for Markovian gene regulatory networks under stationary control policy
Roozbeh Dehghannasiri, Mohammad Shahrokh Esfahani, Edward R Dougherty
BMC Bioinformatics
|
December 15, 2011
Probabilistic reconstruction of the tumor progression process in gene regulatory networks in the presence of uncertainty
Mohammad Shahrokh Esfahani, Byung-Jun Yoon, Edward R Dougherty
BMC Bioinformatics
|
January 4, 2018
Incorporating biological prior knowledge for Bayesian learning via maximal knowledge-driven information priors
Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian, et al.
IEEE/ACM Transactions on Computational Biology and Bioinformatics
|
July 11, 2018
Constructing Pathway-Based Priors within a Gaussian Mixture Model for Bayesian Regression and Classification
Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian, et al.
Pattern Recognition
|
August 18, 2015
Classifier Design Given an Uncertainty Class of Feature Distributions via Regularized Maximum Likelihood and the Incorporation of Biological Pathway Knowledge in Steady-State Phenotype Classification
Mohammad Shahrokh Esfahani, Jason Knight, Amin Zollanvari, et al.
ACR Open Rheumatology
|
July 3, 2026
DNASE1L3 Deficiency With Novel Missense Variant: Enzymatic and Plasma Fragmentomic Evidence of Pathogenicity and Partial Response to JAK Blockade
Annel Andrea Leon Tenorio, Takeshi Sugio, Jordan Cheng, et al.
Blood Advances
|
September 17, 2020
Evaluating upfront high-dose consolidation after R-CHOP for follicular lymphoma by clinical and genetic risk models
Stefan Alig, Vindi Jurinovic, Mohammad Shahrokh Esfahani, et al.
Page
of 2