• Susana Eyheramendy, Christian Gieger, Maris Laan, Thomas Illig, Thomas Meitinger, Erich Wichmann: "Effect of genome-wide simultaneous hypotheses tests on the discovery rate". Int J Mol Epidemiol Genet 2011;2(2).
• Padmanabhan S, Melander O, et al (including {\bf S. Eyheramendy}) (2010). "Genomewide Association Study of Blood Pressure Extremes Identifies Variant near UMOD Associated with Hypertension". PLoS Genetics, 28;6(10).
• Siim Sõber, Elin Org, Katrin Kepp, Peeter Juhanson, Susana Eyheramendy et al (2009). "Targeting 160 candidate genes for blood pressure regulation with a genome-wide genotyping array". PlosOne 4(6): e6034. doi:10.1371/journal.pone.0006034.
• Org E, Eyheramendy S, et al (2009). "Genome-wide scan identifies CDH13 as a novel susceptibility locus contributing to blood pressure determination in two European populations", Human Molecular Genetics 18, pages 2288-2296.
• Newton-Cheh C et al (including S. Eyheramendy) (2009). "Eight blood pressure loci identified by genome-wide association study of 34,433 people of European ancestry". Nature Genetics 41, 666-676 (10 May 2009) doi:10.1038/ng.361 Article.
• Dehghan A et al (including S. Eyheramendy) (2009). "Association of Novel Genetic Loci with Circulating Fibrinogen Levels: A Genome-Wide Association Study in Six Population-Based Cohorts". Circulation: Cardiovascular Genetics 2:125-133.
• Newhouse S et al (including S. Eyheramendy) (2009). "Polymorphisms in the WNK1 gene are associated with blood pressure variation and urinary potassium excretion". PlosOne 4(4): e5003. doi:10.1371/journal.pone.0005003.
• Andres Jordan, Eric W. Peng, John P. Blakeslee, Patrick Cote, Susana Eyheramendy, Laura Ferrarese, Simona Mei, John L. Tonry, and Michael J. West (2009). "The ACS Virgo Cluster Survey. XVI. Selection Procedure and Catalogs of Globular Cluster Candidates". The Astrophysical Journal Supplement, Volume 180, Issue 1, pp. 54-66 (2009).
• Caulfield MJ et al (including S. Eyheramendy) (2008). "SLC2A9 is a high-capacity urate transporter in humans". PLoS Medicine;5(10):e197.
• Lettre G et al (including S. Eyheramendy) (2008). "Identification of ten loci associated with height highlights new biological pathways in human growth". Nature Genetics 2008 May;40(5):584-91.
• Sabeti PC et al (including S. Eyheramendy) (2008). "Genome-wide detection and characterization of positive selection in human populations". Nature. 2007 Oct 18;449(7164):913-8.
• The International Hapmap Consortium (including S. Eyheramendy) (2007), "A second generation human haplotype map of over 3.1 million SNPs". Nature. 2007 Oct 18;449(7164):851-61.
• Eyheramendy S, Marchini J, McVean G, Myers S, Donnelly P. (2007). "A model-based approach to capture genetic variation for future association studies". Genome Research. 2007 Jan;17(1):88-95.
• The International Hapmap Consortium (including S. Eyheramendy) (2005), "A Haplotype Map of the Human Genome". Nature, 437: 1299-1320.

BOOK CHAPTERS  

• S. Eyheramendy, & D. Madigan (2007). "An Efficient Feature Selection Score for Text Categorization". Chapter for the book "Computational Methods of Feature Selection", eds. H. Liu and H. Motoda Chapman & Hall/CRC Press.
• S. Eyheramendy & D. Madigan (2007)."A Flexible Bayesian Generalized Linear Model for Dichotomous Response Data with an Application to Text Categorization". Chapter for IMS Lecture Notes -- Monograph Series, Volume 54 TITLE: Complex datasets and inverse problems: tomography, networks and beyond. Regina Liu, William Strawderman & Cun-Hui Zhang, Editors.
• R. Y. Liu, S. Eyheramendy & D. Madigan (2002), "Text Classification for Mining Massive Aviation Inspection Reports", in: Statistical Data Analysis Based on the L1 Norm and Related Methods, ed. Y. Dodge, Birkhauser, Basel, pp. 379-392.1

CONFERENCE PROCEEDINGS  

• S. Eyheramendy, J. Marchini, S. Myers, G. McVean & P. Donnelly (2006). "A Model Based Approach to Capture Genetic Variation for Future Association Studies", in Proceedings of the 4th TICSP Workshop on Computational Systems Biology, pp.37-40.
• Eyheramendy S, Lewis D.D., & Madigan D. (2003), "On the Naive Bayes Model for Text Categorization", in Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, C. M. Bishop and B. J. Frey (eds), Jan 3-6, 2003, Key West, FL.