Identification of DNA regulatory motifs using Bayesian variable selection. - Mahlet G. Tadesse; Marina Vannucci; Pietro Liò (Bioinform., 2004)

Bayesian variable selection for the analysis of microarray data with censored outcomes. - Naijun Sha; Mahlet G. Tadesse; Marina Vannucci (Bioinform., 2006)

Probabilistic-Based Mixture Regression Models for Multi-Class Alignment of LC-MS Data. - Getachew K. Befekadu; Mahlet G. Tadesse; Habtom W. Ressom (BIOCOMP, 2008)

Analysis of LC-MS Data Using probabilitic-based mixture regression models (Analyse von LC-MS-Daten mit wahrscheinlichkeitsbasierter Mischung von Regressionsmodellen). - Habtom W. Ressom; Getachew K. Befekadu; Mahlet G. Tadesse (Autom., 2009)

Bayesian Alignment Model for LC-MS Data. - Tsung-Heng Tsai; Mahlet G. Tadesse; Yue Joseph Wang; Habtom W. Ressom (BIBM, 2011)

Probabilistic Mixture Regression Models for Alignment of LC-MS Data. - Getachew K. Befekadu; Mahlet G. Tadesse; Tsung-Heng Tsai; Habtom W. Ressom (IEEE ACM Trans. Comput. Biol. Bioinform., 2011)

Evaluation of normalization methods for analysis of LC-MS data. - Mohammad R. Nezami Ranjbar; Yi Zhao; Mahlet G. Tadesse; Yue Joseph Wang; Habtom W. Ressom (BIBM Workshops, 2012)

Normalization of LC-MS data using Gaussian process. - Mohammad R. Nezami Ranjbar; Mahlet G. Tadesse; Yue Joseph Wang; Habtom W. Ressom (GENSiPS, 2012)

Integration of multiple data sources for identifying functional modules using Bayesian network. - Jinlian Wang; Hongyan Yuan; Mahlet G. Tadesse; Habtom W. Ressom (GENSiPS, 2012)

Variability assessment of LC-MS experiments and its application to experimental design and difference detection. - Yi Zhao; Tsung-Heng Tsai; Cristina Di Poto; Lewis K. Pannell; Mahlet G. Tadesse; Habtom W. Ressom (GENSiPS, 2012)

An integrated pharmacogenomic analysis of doxorubicin response using genotype information on DMET genes. - Krithika Bhuvaneshwar; Michael Harris; Thanemozhi Natarajan; Laura Sheahan; Difei Wang; Subha Madhavan; Mahlet G. Tadesse; John Deeken (BCB, 2013)

Reconstructing biological networks using low order partial correlation. - Yiming Zuo 002; Guoqiang Yu; Mahlet G. Tadesse; Habtom W. Ressom (BIBM, 2013)

Multi-profile Bayesian alignment model for LC-MS data analysis with integration of internal standards. - Tsung-Heng Tsai; Mahlet G. Tadesse; Cristina Di Poto; Lewis K. Pannell; Yehia Mechref; Yue Joseph Wang; Habtom W. Ressom (Bioinform., 2013)

Profile-Based LC-MS Data Alignment-A Bayesian Approach. - Tsung-Heng Tsai; Mahlet G. Tadesse; Yue Joseph Wang; Habtom W. Ressom (IEEE ACM Trans. Comput. Biol. Bioinform., 2013)

Bayesian Normalization Model for Label-Free Quantitative Analysis by LC-MS. - Mohammad R. Nezami Ranjbar; Mahlet G. Tadesse; Yue Joseph Wang; Habtom W. Ressom (IEEE ACM Trans. Comput. Biol. Bioinform., 2015)

Multi-omic approaches for characterization of hepatocellular carcinoma. - Habtom W. Ressom; Cristina Di Poto; Alessia Ferrarini; Yunli Hu; Mohammad R. Nezami Ranjbar; Ehwang Song; Rency S. Varghese; Minkun Wang; Shiyue Zhou; Rui Zhu; Yiming Zuo 002; Mahlet G. Tadesse; et al. (EMBC, 2016)

Evaluation of hierarchical models for integrative genomic analyses. - Marie Denis; Mahlet G. Tadesse (Bioinform., 2016)

Epigenetic changes associated with mechanisms of disparities in hepatocellular carcinoma. - Rency S. Varghese; Yuan Zhou; Yifan Chen; Megan E. Barefoot; Mahlet G. Tadesse; Habtom W. Ressom (EMBC, 2020)

Bayesian variable selection for high dimensional predictors and self-reported outcomes. - Xiangdong Gu; Mahlet G. Tadesse; Andrea S. Foulkes; Yunsheng Ma; Raji Balasubramanian (BMC Medical Informatics Decis. Mak., 2020)

A Bayesian two-step integrative procedure incorporating prior knowledge for the identification of miRNA-mRNAs involved in hepatocellular carcinoma. - Marie Denis; Rency S. Varghese; Megan E. Barefoot; Mahlet G. Tadesse; Habtom W. Ressom (EMBC, 2022)

Bayesian Approach Integrating Prior Knowledge for Identifying miRNA-mRNA Interactions in Hepatocellular Carcinoma. - Yichen Guo; Marie Denis; Rency S. Varghese; Sidharth S. Jain; Mahlet G. Tadesse; Habtom W. Ressom (BIBM, 2023)