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2020 – today
- 2023
[c12]Yichen Guo
, Marie Denis, Rency S. Varghese, Sidharth S. Jain, Mahlet G. Tadesse, Habtom W. Ressom:
Bayesian Approach Integrating Prior Knowledge for Identifying miRNA-mRNA Interactions in Hepatocellular Carcinoma. BIBM 2023: 3768-3774- 2022
- [c11]Marie Denis, Rency S. Varghese, Megan E. Barefoot, Mahlet G. Tadesse, Habtom W. Ressom:
A Bayesian two-step integrative procedure incorporating prior knowledge for the identification of miRNA-mRNAs involved in hepatocellular carcinoma. EMBC 2022: 81-86 - 2020
- [j9]Xiangdong Gu, Mahlet G. Tadesse, Andrea S. Foulkes, Yunsheng Ma, Raji Balasubramanian:
Bayesian variable selection for high dimensional predictors and self-reported outcomes. BMC Medical Informatics Decis. Mak. 20(1): 212 (2020) - [c10]Rency S. Varghese, Yuan Zhou, Yifan Chen, Megan E. Barefoot, Mahlet G. Tadesse, Habtom W. Ressom:
Epigenetic changes associated with mechanisms of disparities in hepatocellular carcinoma. EMBC 2020: 5320-5325
2010 – 2019
- 2016
- [j8]Marie Denis, Mahlet G. Tadesse:
Evaluation of hierarchical models for integrative genomic analyses. Bioinform. 32(5): 738-746 (2016) - [c9]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, Mahlet G. Tadesse, Yehia Mechref:
Multi-omic approaches for characterization of hepatocellular carcinoma. EMBC 2016: 3437-3440 - 2015
- [j7]Mohammad R. Nezami Ranjbar, Mahlet G. Tadesse, Yue Joseph Wang, Habtom W. Ressom:
Bayesian Normalization Model for Label-Free Quantitative Analysis by LC-MS. IEEE ACM Trans. Comput. Biol. Bioinform. 12(4): 914-927 (2015) - 2013
- [j6]Tsung-Heng Tsai, Mahlet G. Tadesse, Cristina Di Poto, Lewis K. Pannell, Yehia Mechref, Yue Joseph Wang, Habtom W. Ressom:
Multi-profile Bayesian alignment model for LC-MS data analysis with integration of internal standards. Bioinform. 29(21): 2774-2780 (2013) - [j5]Tsung-Heng Tsai, Mahlet G. Tadesse, Yue Joseph Wang, Habtom W. Ressom:
Profile-Based LC-MS Data Alignment-A Bayesian Approach. IEEE ACM Trans. Comput. Biol. Bioinform. 10(2): 494-503 (2013) - [c8]Krithika Bhuvaneshwar, Michael Harris, Thanemozhi Natarajan, Laura Sheahan, Difei Wang, Subha Madhavan, Mahlet G. Tadesse, John Deeken:
An integrated pharmacogenomic analysis of doxorubicin response using genotype information on DMET genes. BCB 2013: 657 - [c7]Yiming Zuo, Guoqiang Yu, Mahlet G. Tadesse, Habtom W. Ressom:
Reconstructing biological networks using low order partial correlation. BIBM 2013: 171-175 - 2012
- [c6]Mohammad R. Nezami Ranjbar, Yi Zhao, Mahlet G. Tadesse, Yue Joseph Wang, Habtom W. Ressom:
Evaluation of normalization methods for analysis of LC-MS data. BIBM Workshops 2012: 610-617 - [c5]Jinlian Wang, Hongyan Yuan, Mahlet G. Tadesse, Habtom W. Ressom:
Integration of multiple data sources for identifying functional modules using Bayesian network. GENSiPS 2012: 13-17 - [c4]Mohammad R. Nezami Ranjbar, Mahlet G. Tadesse, Yue Joseph Wang, Habtom W. Ressom:
Normalization of LC-MS data using Gaussian process. GENSiPS 2012: 187-190 - [c3]Yi Zhao, Tsung-Heng Tsai, Cristina Di Poto, Lewis K. Pannell, Mahlet G. Tadesse, Habtom W. Ressom:
Variability assessment of LC-MS experiments and its application to experimental design and difference detection. GENSiPS 2012: 195-198 - 2011
- [j4]Getachew K. Befekadu, Mahlet G. Tadesse, Tsung-Heng Tsai, Habtom W. Ressom:
Probabilistic Mixture Regression Models for Alignment of LC-MS Data. IEEE ACM Trans. Comput. Biol. Bioinform. 8(5): 1417-1424 (2011) - [c2]Tsung-Heng Tsai, Mahlet G. Tadesse, Yue Joseph Wang, Habtom W. Ressom:
Bayesian Alignment Model for LC-MS Data. BIBM 2011: 261-264
2000 – 2009
- 2009
- [j3]Habtom W. Ressom, Getachew K. Befekadu, Mahlet G. Tadesse:
Analysis of LC-MS Data Using probabilitic-based mixture regression models (Analyse von LC-MS-Daten mit wahrscheinlichkeitsbasierter Mischung von Regressionsmodellen). Autom. 57(9): 453-465 (2009) - 2008
- [c1]Getachew K. Befekadu, Mahlet G. Tadesse, Habtom W. Ressom:
Probabilistic-Based Mixture Regression Models for Multi-Class Alignment of LC-MS Data. BIOCOMP 2008: 368-373 - 2006
- [j2]Naijun Sha, Mahlet G. Tadesse, Marina Vannucci:
Bayesian variable selection for the analysis of microarray data with censored outcomes. Bioinform. 22(18): 2262-2268 (2006) - 2004
- [j1]Mahlet G. Tadesse, Marina Vannucci, Pietro Liò:
Identification of DNA regulatory motifs using Bayesian variable selection. Bioinform. 20(16): 2553-2561 (2004)
Coauthor Index
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