Elisabetta Manduchi - researchr alias

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Viewing Publication 1 - 17 from 17

2022

Genetic Analysis of Coronary Artery Disease Using Tree-Based Automated Machine Learning Informed By Biology-Based Feature SelectionElisabetta Manduchi, Trang T. Le, Weixuan Fu, Jason H. Moore. tcbb, 19(3):1379-1386, 2022. [doi]

Benchmarking AutoML frameworks for disease prediction using medical claimsRoland Albert A. Romero, Mariefel Nicole Y. Deypalan, Suchit Mehrotra, John Titus Jungao, Natalie E. Sheils, Elisabetta Manduchi, Jason H. Moore. biodatamining, 15(1), 2022. [doi]

2020

2019

Exploration of a diversity of computational and statistical measures of association for genome-wide genetic studiesElisabetta Manduchi, Patryk Orzechowski, Marylyn D. Ritchie, Jason H. Moore. biodatamining, 12(1), 2019. [doi]

2018

Leveraging putative enhancer-promoter interactions to investigate two-way epistasis in Type 2 Diabetes GWASElisabetta Manduchi, Alessandra Chesi, Molly A. Hall, Struan F. A. Grant, Jason H. Moore. psb 2018: 548-558 [doi]

How computational thought experiments can improve our understanding of the genetic architecture of common human diseasesJason H. Moore, Randal S. Olson, Peter Schmitt, Yong Chen 0016, Elisabetta Manduchi. isalalife 2018: 23-30 [doi]

2013

Development of an Application Ontology for Beta Cell Genomics Based On the Ontology for Biomedical InvestigationsJie Zheng, Elisabetta Manduchi, Christian J. Stoeckert Jr.. icbo 2013: 62-67 [doi]

2011

AnnotCompute: annotation-based exploration and meta-analysis of genomics experimentsJie Zheng, Julia Stoyanovich, Elisabetta Manduchi, Junmin Liu, Christian J. Stoeckert Jr.. biodb, 2011, 2011. [doi]

2009

Matching methods for observational microarray studiesRuth Heller, Elisabetta Manduchi, Dylan S. Small. bioinformatics, 25(7):904-909, 2009. [doi]

A flexible two-stage procedure for identifying gene sets that are differentially expressedRuth Heller, Elisabetta Manduchi, Gregory R. Grant, Warren J. Ewens. bioinformatics, 25(8):1019-1025, 2009. [doi]

2007

EPConDB: a web resource for gene expression related to pancreatic development, beta-cell function and diabetesJoan M. Mazzarelli, John Brestelli, Regina K. Gorski, Junmin Liu, Elisabetta Manduchi, Deborah F. Pinney, Jonathan Schug, Peter White, Klaus H. Kaestner, Christian J. Stoeckert Jr.. nar, 35(Database-Issue):751-755, 2007. [doi]

2004

RAD and the RAD Study-Annotator: an approach to collection, organization and exchange of all relevant information for high-throughput gene expression studiesElisabetta Manduchi, Gregory R. Grant, H. He, Junmin Liu, Matthew D. Mailman, A. D. Pizarro, Patricia L. Whetzel, Christian J. Stoeckert Jr.. bioinformatics, 20(4):452-459, 2004. [doi]

2001

A relational schema for both array-based and SAGE gene expression experimentsChristian J. Stoeckert Jr., Angel Pizarro, Elisabetta Manduchi, M. Gibson, Brian P. Brunk, Jonathan Crabtree, Jonathan Schug, Shai Shen-Orr, G. Christian Overton. bioinformatics, 17(4):300-308, 2001.

2000

Generation of patterns from gene expression data by assigning confidence to differentially expressed genesElisabetta Manduchi, Gregory R. Grant, Steven E. McKenzie, G. Christian Overton, Saul Surrey, Christian J. Stoeckert Jr.. bioinformatics, 16(8):685-698, 2000.

1999

Significance testing for genomic mismatch scanningGregory R. Grant, R. S. Spielman, Elisabetta Manduchi, Vivian G. Cheung, Warren J. Ewens. recomb 1999: 182-187 [doi]

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