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1

Bayesian Variable Selection in Clustering High-Dimensional Data

Mahlet G. Tadesse, Naijun Sha and Marina Vannucci

Journal:

Journal of the American Statistical Association

Year:

2005

Language:

english

File:

PDF, 1.98 MB

english, 2005

2

Circadian rhythm characteristics, poor sleep quality, daytime sleepiness and common psychiatric disorders among Thai college students

Haregu, Alazar, Gelaye, Bizu, Pensuksan, Wipawan C., Lohsoonthorn, Vitool, Lertmaharit, Somrat, Rattananupong, Thanapoom, Tadesse, Mahlet G., Williams, Michelle A.

Journal:

Asia-Pacific Psychiatry

Year:

2015

Language:

english

File:

PDF, 166 KB

english, 2015

3

Identification of Cord Blood-Derived Mesenchymal Stem/stromal Cell Populations with Distinct Growth Kinetics, Differentiation Potentials, and Gene Expression Profiles

Markov, Vladimir, Kusumi, Kenro, Tadesse, Mahlet G., William, Dilusha A., Hall, Dorian M., Lounev, Vitali, Carlton, Arlene, Leonard, Jay, Cohen, Rick I., Rappaport, Eric F., Saitta, Biagio

Journal:

Stem Cells and Development

Year:

2007

Language:

english

File:

PDF, 62.30 MB

english, 2007

4

Bayesian Variable Selection in Multinomial Probit Models to Identify Molecular Signatures of Disease Stage

Naijun Sha, Marina Vannucci, Mahlet G. Tadesse, Philip J. Brown, Ilaria Dragoni, Nick Davies, Tracy C. Roberts, Andrea Contestabile, Mike Salmon, Chris Buckley and Francesco Falciani

Journal:

Year:

2004

Language:

english

File:

PDF, 1.70 MB

english, 2004

5

Bayesian Variable Selection Methods for Matched Case-Control Studies

Asafu-Adjei, Josephine, Mahlet, G.Tadesse, Coull, Brent, Balasubramanian, Raji, Lev, Michael, Schwamm, Lee, Betensky, Rebecca

Journal:

The International Journal of Biostatistics

Year:

2017

Language:

english

File:

PDF, 609 KB

english, 2017

6

The Epidemiology of Sleep Quality, Sleep Patterns, Consumption of Caffeinated Beverages, and Khat Use among Ethiopian College Students

Lemma, Seblewengel, Patel, Sheila V., Tarekegn, Yared A., Tadesse, Mahlet G., Berhane, Yemane, Gelaye, Bizu, Williams, Michelle A.

Journal:

Sleep Disorders

Year:

2012

Language:

english

File:

PDF, 1.30 MB

english, 2012

7

A stochastic partitioning method to associate high-dimensional responses and covariates

Monni, Stefano, Tadesse, Mahlet G.

Journal:

Bayesian Analysis

Year:

2009

Language:

english

File:

PDF, 463 KB

english, 2009

8

Climate change would lead to a sharp acceleration of Central African forests dynamics by the end of the century

Claeys, Florian, Gourlet-Fleury, Sylvie, Picard, Nicolas, Ouédraogo, Dakis-Yaoba, Tadesse, Mahlet G., Hérault, Bruno, Baya, Fidèle, Bénédet, Fabrice, Cornu, Guillaume, Mortier, Frédéric

Journal:

Environmental Research Letters

Year:

2019

Language:

english

File:

PDF, 2.41 MB

english, 2019

9

Identification of Differentially Expressed Genes in High-Density Oligonucleotide Arrays Accounting for the Quantification Limits of the Technology

Mahlet G. Tadesse, Joseph G. Ibrahim, George L. Mutter

Journal:

Year:

2003

Language:

english

File:

PDF, 1.17 MB

english, 2003

10

Bayesian Variable Selection in Multinomial Probit Models to Identify Molecular Signatures of Disease Stage

Naijun Sha, Marina Vannucci, Mahlet G. Tadesse, Philip J. Brown, Ilaria Dragoni, Nick Davies, Tracy C. Roberts, Andrea Contestabile, Mike Salmon, Chris Buckley, Francesco Falciani

Journal:

Year:

2004

Language:

english

File:

PDF, 198 KB

english, 2004

11

Wavelet Thresholding with Bayesian False Discovery Rate Control

Mahlet G. Tadesse, Joseph G. Ibrahim, Marina Vannucci, Robert Gentleman

Journal:

Year:

2005

Language:

english

File:

PDF, 393 KB

english, 2005

12

Resistin gene variation is associated with systemic inflammation but not plasma adipokine levels, metabolic syndrome or coronary atherosclerosis in nondiabetic Caucasians

Atif N. Qasim, Thomas S. Metkus, Mahlet Tadesse, Michael Lehrke, Stephanie Restine, Megan L. Wolfe, Sridhar Hannenhalli, Thomas Cappola, Daniel J. Rader, Muredach P. Reilly

Journal:

Clinical Endocrinology

Year:

2009

Language:

english

File:

PDF, 137 KB

english, 2009

13

Bayesian Error-in-Variable Survival Model for the Analysis of GeneChip Arrays

Mahlet G. Tadesse, Joseph G. Ibrahim, Robert Gentleman, Sabina Chiaretti, Jerome Ritz, Robin Foa

Journal:

Year:

2005

Language:

english

File:

PDF, 324 KB

english, 2005

14

A Bayesian Hierarchical Model for the Analysis of Affymetrix Arrays

MAHLET G. TADESSE, JOSEPH G. IBRAHIM

Journal:

Annals of the New York Academy of Sciences

Year:

2004

File:

PDF, 1.22 MB

2004

15

Inflammation induces fibrinogen nitration in experimental human endotoxemia

Sean P. Heffron, Ioannis Parastatidis, Marina Cuchel, Megan L. Wolfe, Mahlet G. Tadesse, Emille R. Mohler III, Harry Ischiropoulos, Daniel J. Rader, Muredach P. Reilly

Journal:

Free Radical Biology and Medicine

Year:

2009

Language:

english

File:

PDF, 297 KB

english, 2009

16

Utilization of metabolomics to identify serum biomarkers for hepatocellular carcinoma in patients with liver cirrhosis

Habtom W. Ressom, Jun Feng Xiao, Leepika Tuli, Rency S. Varghese, Bin Zhou, Tsung-Heng Tsai, Mohammad R. Nezami Ranjbar, Yi Zhao, Jinlian Wang, Cristina Di Poto, Amrita K. Cheema, Mahlet G. Tadesse, R

Journal:

Analytica Chimica Acta

Year:

2012

Language:

english

File:

PDF, 1.02 MB

english, 2012

17

Atheroprotective lipoprotein effects of a niacin-simvastatin combination compared to low- and high-dose simvastatin monotherapy

Subha L. Airan-Javia, Ronald L. Wolf, Megan L. Wolfe, Mahlet Tadesse, Emile Mohler, Muredach P. Reilly

Journal:

American Heart Journal

Year:

2009

Language:

english

File:

PDF, 176 KB

english, 2009

18

The Influence of Pravastatin and Atorvastatin on Markers of Oxidative Stress in Hypercholesterolemic Humans

Bonnie Ky, Anne Burke, Sotirios Tsimikas, Megan L. Wolfe, Mahlet G. Tadesse, Philippe O. Szapary, Joseph L. Witztum, Garret A. FitzGerald, Daniel J. Rader

Journal:

Journal of the American College of Cardiology

Year:

2008

Language:

english

File:

PDF, 1.30 MB

english, 2008

19

Adipokines, Insulin Resistance, and Coronary Artery Calcification

Atif Qasim, Nehal N. Mehta, Mahlet G. Tadesse, Megan L. Wolfe, Thomas Rhodes, Cynthia Girman, Muredach P. Reilly

Journal:

Journal of the American College of Cardiology

Year:

2008

Language:

english

File:

PDF, 128 KB

english, 2008

20

Assessing validity of a depression screening instrument in the absence of a gold standard

Gelaye, Bizu, Tadesse, Mahlet G., Williams, Michelle A., Fann, Jesse R., Vander Stoep, Ann, Andrew Zhou, Xiao-Hua

Journal:

Annals of Epidemiology

Year:

2014

Language:

english

File:

PDF, 212 KB

english, 2014

21

Toxicogenomics || Unraveling Gene-Gene Interactions Regulated by Ligands of the Aryl Hydrocarbon Receptor

Charles D. Johnson, Yoganand Balagurunathan, Mahlet G. Tadesse, M. Hadi Falahatpisheh, Marcel Brun, Mary K. Walker, Edward R. Dougherty and Kenneth S. Ramos

Journal:

Environmental Health Perspectives

Year:

2004

Language:

english

File:

PDF, 3.47 MB

english, 2004

22

Variable Selection in Clustering via Dirichlet Process Mixture Models

Sinae Kim, Mahlet G. Tadesse and Marina Vannucci

Journal:

Year:

2006

Language:

english

File:

PDF, 1.63 MB

english, 2006

23

Identification of Differentially Expressed Genes in High-Density Oligonucleotide Arrays Accounting for the Quantification Limits of the Technology

Mahlet G. Tadesse, Joseph G. Ibrahim and George L. Mutter

Journal:

Year:

2003

Language:

english

File:

PDF, 2.11 MB

english, 2003

24

Gaussian process regression model for normalization of LC-MS data using scan-level information

Mohammad R Nezami Ranjbar,Yi Zhao,Mahlet G Tadesse,Yue Wang…

Journal:

Proteome Science

Year:

2013

Language:

english

File:

PDF, 679 KB

english, 2013

25

Biological network inference using low order partial correlation

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

Journal:

Year:

2014

Language:

english

File:

PDF, 1.30 MB

english, 2014

26

[IEEE 2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Shanghai, China (2013.12.18-2013.12.21)] 2013 IEEE International Conference on Bioinformatics and Biomedicine - Reconstructing biological networks using low order partial correlation

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

Year:

2013

Language:

english

File:

PDF, 323 KB

english, 2013

27

[IEEE 2011 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Atlanta, GA, USA (2011.11.12-2011.11.15)] 2011 IEEE International Conference on Bioinformatics and Biomedicine - Bayesian Alignment Model for LC-MS Data

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

Year:

2011

Language:

english

File:

PDF, 233 KB

english, 2011

28

[IEEE 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS) - Washington, DC, USA (2012.12.2-2012.12.4)] Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS) - Variability assessment of LC-MS experiments and its application to experimental design and difference detection

Zhao, Yi, Tsai, Tsung-Heng, Di Poto, Cristina, Pannell, Lewis K., Tadesse, Mahlet G., Ressom, Habtom W.

Year:

2012

Language:

english

File:

PDF, 161 KB

english, 2012

29

LC–MS Profiling of N-Glycans Derived from Human Serum Samples for Biomarker Discovery in Hepatocellular Carcinoma

Tsai, Tsung-Heng, Wang, Minkun, Di Poto, Cristina, Hu, Yunli, Zhou, Shiyue, Zhao, Yi, Varghese, Rency S., Luo, Yue, Tadesse, Mahlet G., Ziada, Dina Hazem, Desai, Chirag S., Shetty, Kirti, Mechref, Yeh

Journal:

Journal of Proteome Research

Year:

2014

Language:

english

File:

PDF, 2.98 MB

english, 2014

30

[IEEE 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS) - Washington, DC, USA (2012.12.2-2012.12.4)] Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS) - Integration of multiple data sources for identifying functional modules using Bayesian network

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

Year:

2012

Language:

english

File:

PDF, 385 KB

english, 2012

31

Profile-Based LC-MS Data Alignment - A Bayesian Approach

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

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2013

Language:

english

File:

PDF, 1.98 MB

english, 2013

32

A Regularization Corrected Score Method for Nonlinear Regression Models with Covariate Error

Zucker, David M., Gorfine, Malka, Li, Yi, Tadesse, Mahlet G., Spiegelman, Donna

Journal:

Year:

2013

Language:

english

File:

PDF, 181 KB

english, 2013

33

[IEEE 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW) - Philadelphia, USA (2012.10.4-2012.10.7)] 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops - Evaluation of normalization methods for analysis of LC-MS data

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

Year:

2012

Language:

english

File:

PDF, 2.04 MB

english, 2012

34

[IEEE 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Vancouver, BC (2008.08.20-2008.08.25)] 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Multi-class alignment of LC-MS data using probabilistic-based mixture regression models

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

Year:

2008

Language:

english

File:

PDF, 298 KB

english, 2008

35

[IEEE 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS) - Washington, DC, USA (2012.12.2-2012.12.4)] Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS) - Normalization of LC-MS data using Gaussian process

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

Year:

2012

Language:

english

File:

PDF, 265 KB

english, 2012

36

Bayesian Variable Selection in Clustering High-Dimensional Data

Tadesse, Mahlet G, Sha, Naijun, Vannucci, Marina

Journal:

Journal of the American Statistical Association

Year:

2005

Language:

english

File:

PDF, 499 KB

english, 2005

37

Bayesian Normalization Model for Label-free Quantitative Analysis by LC-MS

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

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2014

Language:

english

File:

PDF, 1.80 MB

english, 2014

38

Pharmacogenomic characterization of gemcitabine response – a framework for data integration to enable personalized medicine

Harris, Michael, Bhuvaneshwar, Krithika, Natarajan, Thanemozhi, Sheahan, Laura, Wang, Difei, Tadesse, Mahlet G., Shoulson, Ira, Filice, Ross, Steadman, Kenneth, Pishvaian, Michael J., Madhavan, Subha,

Journal:

Pharmacogenetics and Genomics

Year:

2014

Language:

english

File:

PDF, 897 KB

english, 2014

39

Sleep disturbances and quality of life in Sub-Saharan African migraineurs

Morgan, Isabel, Eguia, Francisco, Gelaye, Bizu, Peterlin, B, Tadesse, Mahlet G, Lemma, Seblewengel, Berhane, Yemane, Williams, Michelle A

Journal:

The Journal of Headache and Pain

Year:

2015

Language:

english

File:

PDF, 401 KB

english, 2015

40

LC-MS/MS-based serum proteomics for identification of candidate biomarkers for hepatocellular carcinoma

Tsai, Tsung-Heng, Song, Ehwang, Zhu, Rui, Di Poto, Cristina, Wang, Minkun, Luo, Yue, Varghese, Rency S., Tadesse, Mahlet G., Ziada, Dina Hazem, Desai, Chirag S., Shetty, Kirti, Mechref, Yehia, Ressom,

Journal:

Year:

2015

Language:

english

File:

PDF, 1020 KB

english, 2015

41

Barriers to providing quality emergency obstetric care in Addis Ababa, Ethiopia: Healthcare providers’ perspectives on training, referrals and supervision, a mixed methods study

Austin, Anne, Gulema, Hanna, Belizan, Maria, Colaci, Daniela S, Kendall, Tamil, Tebeka, Mahlet, Hailemariam, Mengistu, Bekele, Delayehu, Tadesse, Lia, Berhane, Yemane, Langer, Ana

Journal:

BMC Pregnancy and Childbirth

Year:

2015

Language:

english

File:

PDF, 451 KB

english, 2015

42

Analysis of LC-MS Data Using probabilitic-based mixture regression modelsAnalyse von LC-MS-Daten mit wahrscheinlichkeitsbasierter Mischung von Regressionsmodellen

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

Journal:

at - Automatisierungstechnik

Year:

2009

Language:

english

File:

PDF, 1.16 MB

english, 2009

43

[ACM Press the International Conference - Wshington DC, USA (2013.09.22-2013.09.25)] Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics - BCB'13 - An integrated pharmacogenomic analysis of doxorubicin response using genotype information on DMET genes

Bhuvaneshwar, Krithika, Harris, Michael, Natarajan, Thanemozhi, Sheahan, Laura, Wang, Difei, Madhavan, Subha, Tadesse, Mahlet G., Deeken, John

Year:

2007

Language:

english

File:

PDF, 429 KB

english, 2007

44

Psychometric properties and factor structure of the General Health Questionnaire as a screening tool for anxiety and depressive symptoms in a multi-national study of young adults

Gelaye, Bizu, Tadesse, Mahlet G., Lohsoonthorn, Vitool, Lertmeharit, Somrat, Pensuksan, Wipawan C., Sanchez, Sixto E., Lemma, Seblewengel, Berhane, Yemane, Vélez, Juan Carlos, Barbosa, Clarita, Andera

Journal:

Journal of Affective Disorders

Year:

2015

Language:

english

File:

PDF, 673 KB

english, 2015

45

Maternal Early Pregnancy Serum Metabolites and Risk of Gestational Diabetes Mellitus

Enquobahrie, Daniel A., Denis, Marie, Tadesse, Mahlet G., Gelaye, Bizu, Ressom, Habtom W., Williams, Michelle A.

Journal:

Journal of Clinical Endocrinology & Metabolism

Year:

2015

Language:

english

File:

PDF, 786 KB

english, 2015

46

Evaluation of hierarchical models for integrative genomic analyses

Denis, Marie, Tadesse, Mahlet G.

Journal:

Year:

2015

Language:

english

File:

PDF, 270 KB

english, 2015

47

INCORPORATING BIOLOGICAL INFORMATION INTO LINEAR MODELS: A BAYESIAN APPROACH TO THE SELECTION OF PATHWAYS AND GENES

Francesco C. Stingo, Yian A. Chen, Mahlet G. Tadesse and Marina Vannucci

Journal:

The Annals of Applied Statistics

Year:

2011

Language:

english

File:

PDF, 2.21 MB

english, 2011

48

Circadian clock-related genetic risk scores and risk of placental abruption

Qiu, Chunfang, Gelaye, Bizu, Denis, Marie, Tadesse, Mahlet G., Luque Fernandez, Miguel Angel, Enquobahrie, Daniel A., Ananth, Cande V., Sanchez, Sixto E., Williams, Michelle A.

Journal:

Year:

2015

Language:

english

File:

PDF, 436 KB

english, 2015

49

Mixture of inhomogeneous matrix models for species-rich ecosystems

Mortier, Frédéric, Ouédraogo, Dakis-Yaoba, Claeys, Florian, Tadesse, Mahlet G., Cornu, Guillaume, Baya, Fidèle, Benedet, Fabrice, Freycon, Vincent, Gourlet-Fleury, Sylvie, Picard, Nicolas

Journal:

Year:

2015

Language:

english

File:

PDF, 899 KB

english, 2015

50

Wavelet Thresholding with Bayesian False Discovery Rate Control

Mahlet G. Tadesse, Joseph G. Ibrahim, Marina Vannucci and Robert Gentleman

Journal:

Year:

2005

Language:

english

File:

PDF, 1.58 MB

english, 2005

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