M. Tadesse

发表

Bayesian Variable Selection in Clustering High-Dimensional Data

M. Vannucci, M. Tadesse, N. Sha, 2005 .

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

Marina Vannucci, Chris Buckley, Francesco Falciani, 2004, Biometrics.

A Stochastic Partitioning Method to Associate High-dimensional Responses and Covariates

Mahlet G. Tadesse, Stefano Monni, M. Tadesse, 2009 .

A bayesian based functional mixed-effects model for analysis of LC-MS data

M. Tadesse, H. Ressom, G. Befekadu, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Singular value decomposition-based regression identifies activation of endogenous signaling pathways in vivo

Zhandong Liu, Tien-chi Pan, L. Chodosh, 2008, Genome Biology.

Unraveling gene-gene interactions regulated by ligands of the aryl hydrocarbon receptor.

E. Dougherty, M. Tadesse, Y. Balagurunathan, 2004, Environmental health perspectives.

Pathway and Network Approaches for Identification of Cancer Signature Markers from Omics Data

M. Tadesse, H. Ressom, A. Stojadinovic, 2015, Journal of Cancer.

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

S. Madhavan, M. Tadesse, I. Shoulson, 2013, Pharmacogenetics and genomics.

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.

M. Tadesse, Michelle A. Williams, Y. Berhane, 2015, Journal of affective disorders.

Assessment of GC-MS in Detecting Changes in the Levels of Metabolites Using a Spike-in Experiment in Human Plasma

M. Tadesse, H. Ressom, R. Varghese, 2016, Metabolomics : open access.

Variability Assessment of Label-Free LC-MS Experiments for Difference Detection

L. Pannell, M. Tadesse, H. Ressom, 2017 .

Mixture of inhomogeneous matrix models for species‐rich ecosystems

N. Picard, M. Tadesse, F. Mortier, 2015 .

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

D. Spiegelman, D. Zucker, M. Tadesse, 2013, Biometrics.

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

Mahlet G Tadesse, Leepika Tuli, Tsung-Heng Tsai, 2012, Analytica chimica acta.

Maternal Early Pregnancy Serum Metabolites and Risk of Gestational Diabetes Mellitus.

M. Tadesse, Michelle A. Williams, H. Ressom, 2015, The Journal of clinical endocrinology and metabolism.

Identification of Functional Modules by Integration of Multiple Data Sources Using a Bayesian Network Classifier

M. Tadesse, H. Ressom, Jinlian Wang, 2014, Circulation. Cardiovascular genetics.

Race and Patient-reported Symptoms in Adherence to Adjuvant Endocrine Therapy: A Report from the Women's Hormonal Initiation and Persistence Study

M. Tadesse, V. Sheppard, Arnethea L. Sutton, 2021, Cancer Epidemiology, Biomarkers & Prevention.

Analysis of Normal-Tumour Tissue Interaction in Tumours: Prediction of Prostate Cancer Features from the Molecular Profile of Adjacent Normal Cells

M. Vannucci, J. Dopazo, F. Al-Shahrour, 2011, PloS one.

Integrative genomic analyses

M. Tadesse, M. Denis, 2017 .

Inflammation induces fibrinogen nitration in experimental human endotoxemia.

M. Reilly, D. Rader, M. Tadesse, 2009, Free radical biology & medicine.

Initiation of Adjuvant Endocrine Therapy in Black and White Women With Breast Cancer

M. Tadesse, V. Sheppard, Megan C Edmonds, 2017, Clinical breast cancer.

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

M. Reilly, D. Rader, S. Hannenhalli, 2009, Clinical endocrinology.

The influence of pravastatin and atorvastatin on markers of oxidative stress in hypercholesterolemic humans.

D. Rader, G. FitzGerald, M. Tadesse, 2008, Journal of the American College of Cardiology.

Metabolomic Analysis of Liver Tissues for Characterization of Hepatocellular Carcinoma.

M. Tadesse, H. Ressom, A. Kroemer, 2019, Journal of proteome research.

Early Pregnancy Maternal Blood DNA Methylation in Repeat Pregnancies and Change in Gestational Diabetes Mellitus Status—A Pilot Study

M. Tadesse, Shili Lin, Michelle A. Williams, 2015, Reproductive Sciences.

Physical activity and epigenetic biomarkers in maternal blood during pregnancy.

M. Tadesse, Michelle A. Williams, P. Stapleton, 2018, Epigenomics.

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

M. Tadesse, Michelle A. Williams, D. Enquobahrie, 2015, Placenta.

Maternal-fetal genetic interactions, imprinting, and risk of placental abruption

F. Tekola-Ayele, T. Thornton, M. Tadesse, 2018, bioRxiv.

Identification of miRNA-mRNA associations in hepatocellular carcinoma using hierarchical integrative model

Megan E. Barefoot, M. Tadesse, H. Ressom, 2019, BMC Medical Genomics.

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

Habtom W. Ressom, Chirag S. Desai, Mahlet G. Tadesse, 2014, Journal of proteome research.

GC-MS Based Plasma Metabolomics for Identification of Candidate Biomarkers for Hepatocellular Carcinoma in Egyptian Cohort

Habtom W. Ressom, Mahlet G. Tadesse, Yue Luo, 2015, PloS one.

ABayesianBasedFunctionalMixedEffectsModelfor Analysisof LCMSData

Habtom W. Ressom, Mahlet G. Tadesse, Getachew K. Befekadu, 2009 .

Analysis of LC-MS Data Using Probabilistic-Based Mixture Regression Models

M. Tadesse, G. Befekadu, 2009 .

Multivariate Bayesian variable selection exploiting dependence structure among outcomes: Application to air pollution effects on DNA methylation

Joel Schwartz, Kyu Ha Lee, Mahlet G. Tadesse, 2017, Biometrics.

Adherence to Adjuvant Endocrine Therapy in Insured Black and White Breast Cancer Survivors: Exploring Adherence Measures in Patient Data.

M. Tadesse, H. Bosworth, V. Sheppard, 2019, Journal of managed care & specialty pharmacy.

Maternal pre-pregnancy body mass index and circulating microRNAs in pregnancy.

M. Tadesse, D. Enquobahrie, C. Holzman, 2017, Obesity research & clinical practice.

Identification of race-associated metabolite biomarkers for hepatocellular carcinoma in patients with liver cirrhosis and hepatitis C virus infection

Mahlet G Tadesse, Rency S Varghese, Habtom W Ressom, 2018, PloS one.

Placental Genome and Maternal-Placental Genetic Interactions: A Genome-Wide and Candidate Gene Association Study of Placental Abruption

M. Tadesse, D. Enquobahrie, C. Ananth, 2014, PloS one.

Bayesian statistics and modelling

Marina Vannucci, Sarah Depaoli, Joukje Willemsen, 2021, Nature Reviews Methods Primers.

Wavelet Thresholding with Bayesian False Discovery Rate Control

Marina Vannucci, Joseph G Ibrahim, Robert Gentleman, 2005, Biometrics.

LC-MS based serum metabolomics for identification of hepatocellular carcinoma biomarkers in Egyptian cohort.

Mahlet G Tadesse, Tsung-Heng Tsai, Rency S Varghese, 2012, Journal of proteome research.

Modeling genetic inheritance of copy number variations

Mahlet G. Tadesse, Struan F. A. Grant, Joseph T. Glessner, 2008, Nucleic acids research.

Novel genomic targets in oxidant-induced vascular injury.

M. Tadesse, K. Ramos, E. S. Williams, 2005, Journal of molecular and cellular cardiology.

Identification of cord blood-derived mesenchymal stem/stromal cell populations with distinct growth kinetics, differentiation potentials, and gene expression profiles.

E. Rappaport, M. Tadesse, B. Saitta, 2007, Stem cells and development.

Sleep quality and sleep patterns in relation to consumption of energy drinks, caffeinated beverages, and other stimulants among Thai college students

M. Tadesse, B. Gelaye, W. C. Pensuksan, 2013, Sleep and Breathing.

A HIERARCHICAL BAYESIAN MODEL FOR INFERENCE OF COPY NUMBER VARIANTS AND THEIR ASSOCIATION TO GENE EXPRESSION.

Marina Vannucci, Francesco Falciani, Alberto Cassese, 2014, The annals of applied statistics.

A Bayesian Hierarchical Model for the Analysis of Affymetrix Arrays

Joseph G Ibrahim, Mahlet G Tadesse, J. Ibrahim, 2004, Annals of the New York Academy of Sciences.

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

M. Reilly, M. Tadesse, R. Wolf, 2009, American heart journal.

Handbook of Bayesian Variable Selection

M. Vannucci, M. Tadesse, 2021 .

Variable selection in clustering via Dirichlet process mixture models

Marina Vannucci, Mahlet G. Tadesse, Sinae Kim, 2006 .

Bioinformatics Original Paper Bayesian Variable Selection for the Analysis of Microarray Data with Censored Outcomes

Marina Vannucci, Mahlet G. Tadesse, Naijun Sha, 2022 .

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

Joseph G Ibrahim, Robert Gentleman, Mahlet G Tadesse, 2005, Biometrics.

Genomic profiles and predictive biological networks in oxidant-induced atherogenesis.

R J Carroll, E R Dougherty, R. Carroll, 2003, Physiological genomics.

Identification of DNA regulatory motifs using Bayesian variable selection

Pietro Liò, Marina Vannucci, Mahlet G. Tadesse, 2004, Bioinform..

The cofactor-dependent folding mechanism of Drosophila cryptochrome revealed by single-molecule pulling experiments

Rodrigo A. Maillard, M. Tadesse, B. Crane, 2023, Nature Communications.

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

Francesco C Stingo, Marina Vannucci, Yian A Chen, 2011, The annals of applied statistics.

Placental genetic variations in circadian clock-related genes increase the risk of placental abruption.

M. Tadesse, D. Enquobahrie, C. Ananth, 2016, International journal of molecular epidemiology and genetics.

Circulating early- and mid-pregnancy microRNAs and risk of gestational diabetes.

M. Tadesse, D. Enquobahrie, E. Boyko, 2017, Diabetes research and clinical practice.

Risk of Common Mental Disorders in Relation to Symptoms of Obstructive Sleep Apnea Syndrome among Ethiopian College Students.

M. Tadesse, Y. Berhane, B. Gelaye, 2015, Journal of sleep disorders-- treatment & care.

Probabilistic Mixture Regression Models for Alignment of LC-MS Data

Getachew K. Befekadu, Tsung-Heng Tsai, Habtom W. Ressom, 2011, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

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

Getachew K. Befekadu, Habtom W. Ressom, Mahlet G. Tadesse, 2009, Autom..

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

M. Tadesse, B. Gelaye, J. Fann, 2014, Annals of epidemiology.

Evaluation of normalization methods for analysis of LC-MS data

Yi Zhao, Yue Joseph Wang, Habtom W. Ressom, 2012, 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops.

Bayesian statistics and modelling

A. Gelman, M. Vannucci, M. Tadesse, 2021, Nature Reviews Methods Primers.

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

N. Picard, M. Tadesse, F. Mortier, 2019, Environmental Research Letters.

Biospecimen donation among black and white breast cancer survivors: opportunities to promote precision medicine

M. Tadesse, V. Sheppard, Yun-Ling Zheng, 2018, Journal of Cancer Survivorship.

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

M. Tadesse, Y. Berhane, B. Gelaye, 2015, The Journal of Headache and Pain.

Metabolomics signatures associated with an oral glucose challenge in pregnant women.

M. Tadesse, C. Clish, D. Enquobahrie, 2018, Diabetes & metabolism.

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

Yue Joseph Wang, Habtom W. Ressom, Mahlet G. Tadesse, 2015, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

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

M. Tadesse, H. Ressom, Yue Wang, 2013, Proteome Science.

Normalization of LC-MS data using Gaussian process

Yue Joseph Wang, Habtom W. Ressom, Mahlet G. Tadesse, 2012, Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS).

Candidate Gene and MicroRNA Expression in Fetal Membranes and Preterm Delivery Risk

M. Tadesse, D. Enquobahrie, C. Qiu, 2016, Reproductive Sciences.

Multi-omic approaches for characterization of hepatocellular carcinoma

Rui Zhu, Habtom W. Ressom, Yiming Zuo, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Epigenetic changes associated with mechanisms of disparities in hepatocellular carcinoma

Habtom W. Ressom, Rency S. Varghese, Mahlet Tadesse, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Metabolomic Characterization of Hepatocellular Carcinoma in Patients with Liver Cirrhosis for Biomarker Discovery

Yiming Zuo, Minkun Wang, Mahlet G Tadesse, 2016, Cancer Epidemiology, Biomarkers & Prevention.

Daytime Sleepiness, Circadian Preference, Caffeine Consumption and Use of Other Stimulants among Thai College Students.

M. Tadesse, B. Gelaye, W. C. Pensuksan, 2014, Journal of public health and epidemiology.

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

M. Tadesse, Y. Berhane, B. Gelaye, 2012, Sleep disorders.

Adipokines, insulin resistance, and coronary artery calcification.

M. Reilly, M. Tadesse, N. Mehta, 2008, Journal of the American College of Cardiology.

Construct Validity and Factor Structure of the Pittsburgh Sleep Quality Index and Epworth Sleepiness Scale in a Multi-National Study of African, South East Asian and South American College Students

M. Tadesse, Y. Berhane, B. Gelaye, 2014, PloS one.

Daytime Sleepiness, Circadian Preference, Caffeine Consumption and Khat Use among College Students in Ethiopia.

M. Tadesse, Y. Berhane, B. Gelaye, 2013, Journal of sleep disorders-- treatment & care.

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

Rui Zhu, Minkun Wang, Yehia Mechref, 2015, Proteomics.

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

M. Tadesse, B. Gelaye, W. C. Pensuksan, 2015, Asia-Pacific psychiatry : official journal of the Pacific Rim College of Psychiatrists.

Integrative Analysis of DNA Methylation and microRNA Expression Reveals Mechanisms of Racial Heterogeneity in Hepatocellular Carcinoma

Megan E. Barefoot, M. Tadesse, H. Ressom, 2021, Frontiers in Genetics.

Bayesian Variable Selection Methods for Matched Case-Control Studies

Brent Coull, Mahlet G. Tadesse, Raji Balasubramanian, 2017, The international journal of biostatistics.

Genetic variations related to maternal whole blood mitochondrial DNA copy number: a genome-wide and candidate gene study

M. Tadesse, T. Workalemahu, D. Enquobahrie, 2017, The journal of maternal-fetal & neonatal medicine : the official journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians.

Making sense of molecular signatures in the immune system.

M. Vannucci, M. Tadesse, F. Falciani, 2004, Combinatorial chemistry & high throughput screening.

Biological network inference using low order partial correlation.

Yiming Zuo, Guoqiang Yu, Mahlet G Tadesse, 2014, Methods.

A Bayesian two-step integrative procedure incorporating prior knowledge for the identification of miRNA-mRNAs involved in hepatocellular carcinoma

Megan E. Barefoot, M. Tadesse, H. Ressom, 2022, 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Publisher Correction: Bayesian statistics and modelling

Marina Vannucci, Sarah Depaoli, Joukje Willemsen, 2021, Nature Reviews Methods Primers.

Multi-profile Bayesian alignment model for LC-MS data analysis with integration of internal standards

Yue Joseph Wang, Tsung-Heng Tsai, Habtom W. Ressom, 2013, Bioinform..

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

Yue Joseph Wang, Tsung-Heng Tsai, Habtom W. Ressom, 2013, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Variability assessment of LC-MS experiments and its application to experimental design and difference detection

Yi Zhao, Tsung-Heng Tsai, Habtom W. Ressom, 2012, Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS).

Bayesian Alignment Model for LC-MS Data

Yue Joseph Wang, Tsung-Heng Tsai, Habtom W. Ressom, 2011, 2011 IEEE International Conference on Bioinformatics and Biomedicine.

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

Joseph G Ibrahim, Mahlet G Tadesse, George L Mutter, 2003, Biometrics.

Development of query strategies to identify a histologic lymphoma subtype in a large linked database system.

M. Tadesse, Deukwoo Kwon, Michael S. Keehan, 2006 .

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

Jinlian Wang, Habtom W. Ressom, Mahlet G. Tadesse, 2012, Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS).

Maternal Early Pregnancy Serum Metabolites and Risk of Gestational Diabetes Mellitus.

M. Tadesse, H. Ressom, D. Enquobahrie, 2015, The Journal of clinical endocrinology and metabolism.

Metabolomics signatures associated with an oral glucose challenge in pregnant women.

M. Tadesse, C. Clish, D. Enquobahrie, 2018, Diabetes & metabolism.

Evaluation of hierarchical models for integrative genomic analyses

Mahlet G. Tadesse, Marie Denis, M. Tadesse, 2016, Bioinform..

Bayesian variable selection for high dimensional predictors and self-reported outcomes

Mahlet G Tadesse, Yunsheng Ma, Andrea S Foulkes, 2020, BMC Medical Informatics and Decision Making.

A Modified Random Survival Forests Algorithm for High Dimensional Predictors and Self-Reported Outcomes

M. Tadesse, R. Balasubramanian, Xiangdong Gu, 2018, Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America.

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

M. Tadesse, Y. Berhane, B. Gelaye, 2012, Sleep disorders.

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

M. Vannucci, M. Tadesse, F. Stingo, 2011, The annals of applied statistics.

Disentangling the impact of nested sources of variability on species growth processes: A mixture of multilevel mixed model approach.

M. Tadesse, Vivien Rossi, Frédéric Mortier, 2024, Stat.

Adipokines, insulin resistance, and coronary artery calcification.

M. Reilly, M. Tadesse, N. Mehta, 2008, Journal of the American College of Cardiology.

Comparison of High-Density Short Oligonucleotide Microarray Platforms

R. Carroll, M. Tadesse, K. Ramos, 2007 .