Mahlet G. Tadesse

According to our database, Mahlet G. Tadesse authored at least 21 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

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

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

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

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

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

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

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2016

Evaluation of hierarchical models for integrative genomic analyses.

Marie Denis, Mahlet G. Tadesse

Bioinform., 2016

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, Mahlet G. Tadesse, Yehia Mechref

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

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

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

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

Reconstructing biological networks using low order partial correlation.

Yiming Zuo, Guoqiang Yu, Mahlet G. Tadesse, Habtom W. Ressom

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

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

Proceedings of the ACM Conference on Bioinformatics, 2013

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

Proceedings of the Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, 2012

Integration of multiple data sources for identifying functional modules using Bayesian network.

Jinlian Wang, Hongyan Yuan, Mahlet G. Tadesse, Habtom W. Ressom

Proceedings of the Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, 2012

Normalization of LC-MS data using Gaussian process.

Mohammad R. Nezami Ranjbar, Mahlet G. Tadesse, Yue Joseph Wang, Habtom W. Ressom

Proceedings of the Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, 2012

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

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

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

Bayesian Alignment Model for LC-MS Data.

Tsung-Heng Tsai, Mahlet G. Tadesse, Yue Joseph Wang, Habtom W. Ressom

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2009

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

2008

Probabilistic-Based Mixture Regression Models for Multi-Class Alignment of LC-MS Data.

Getachew K. Befekadu, Mahlet G. Tadesse, Habtom W. Ressom

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008

2006

Bayesian variable selection for the analysis of microarray data with censored outcomes.

Naijun Sha, Mahlet G. Tadesse, Marina Vannucci

Bioinform., 2006

2004

Identification of DNA regulatory motifs using Bayesian variable selection.

Mahlet G. Tadesse, Marina Vannucci, Pietro Liò

Bioinform., 2004