Behrouz Madahian
Behrouz Madahian
Data Scientist Manager/AI-ML, PhD.
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Inflammation is increased with anxiety-and depression-like signs in a rat model of spinal cord injury
S Maldonado-Bouchard, K Peters, SA Woller, B Madahian, U Faghihi, ...
Brain, behavior, and immunity 51, 176-195, 2016
Gene expression profiles associated with cigarette smoking and moist snuff consumption
S Arimilli, B Madahian, P Chen, K Marano, GL Prasad
BMC genomics 18, 1-13, 2017
Phylogenetic tree construction using trinucleotide usage profile (TUP)
S Chen, LY Deng, D Bowman, JJH Shiau, TY Wong, B Madahian, HHS Lu
BMC bioinformatics 17, 117-130, 2016
A pilot study of demographic and dopaminergic genetic contributions to weight change in kidney transplant recipients
A Stanfill, D Hathaway, A Cashion, R Homayouni, P Cowan, C Thompson, ...
PLoS One 10 (9), e0138885, 2015
Navigating the functional landscape of transcription factors via non-negative tensor factorization analysis of MeDline abstracts
S Roy, D Yun, B Madahian, MW Berry, LY Deng, D Goldowitz, ...
Frontiers in Bioengineering and Biotechnology 5, 48, 2017
System dynamics modeling of childhood obesity
B Madahian, RC Klesges, L Klesges, R Homayouni
BMC bioinformatics 13, 1-2, 2012
Prioritization, clustering and functional annotation of MicroRNAs using latent semantic indexing of MEDLINE abstracts
S Roy, BC Curry, B Madahian, R Homayouni
BMC bioinformatics 17, 131-142, 2016
Application of sparse Bayesian generalized linear model to gene expression data for classification of prostate cancer subtypes
B Madahian, LY Deng, R Homayouni
Open Journal of Statistics 2014, 2014
A Bayesian approach for inducing sparsity in generalized linear models with multi-category response
B Madahian, S Roy, D Bowman, LY Deng, R Homayouni
BMC bioinformatics 16, 1-10, 2015
Applying DNA Computation to Error Detection Problem in Rule-Based Systems
B Madahian, A Salighehdar, R Amini
Journal of Intelligent Learning Systems and Applications 7 (1), 21-36, 2015
A fully Bayesian sparse probit model for text categorization
B Madahian, U Faghihi
Open Journal of Statistics 4 (08), 611, 2014
Feasibility of seizure risk prediction using intracranial EEG measurements in dogs
F Yaghouby, B Madahian, H Mirinejad, S Sunderam
2015 41st Annual Northeast Biomedical Engineering Conference (NEBEC), 1-2, 2015
Development of a literature informed Bayesian machine learning method for feature extraction and classification
B Madahian, LY Deng, R Homayouni
BMC Bioinformatics 16, 9, 2015
Development of sparse Bayesian multinomial generalized linear model for multi-class prediction
B Madahian, LY Deng, R Homayouni
BMC Bioinformatics 15, 1-2, 2014
Statistical Shrinkage Methods for Classification, Prediction, and Feature Extraction Using Genomewide Gene Expression Data and Small Sample Sizes
B Madahian
Feasibility of Seizure Risk Prediction Using Intracranial EEG Measurements in Dogs
Y Farid, B Madahian, H Mirinejad, S Sunderam
Biomedical Engineering Conference (NEBEC), 2015
A novel algorithm for prioritizing candidate genes driving malignant transformation of MCF10F cells and basal-like breast cancer
S Lee, B Madahian, C Sutter, C Dickens, I Russo, J Russo, R Homayouni, ...
Cancer Research 74 (19_Supplement), 451-451, 2014
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