Elisabetta Manduchi

According to our database, Elisabetta Manduchi authored at least 17 papers between 1999 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Genetic Analysis of Coronary Artery Disease Using Tree-Based Automated Machine Learning Informed By Biology-Based Feature Selection.

Elisabetta Manduchi, Trang T. Le, Weixuan Fu, Jason H. Moore

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Benchmarking AutoML frameworks for disease prediction using medical claims.

Roland Albert A. Romero, Mariefel Nicole Y. Deypalan, Suchit Mehrotra, John Titus Jungao, Natalie E. Sheils, Elisabetta Manduchi, Jason H. Moore

BioData Min., 2022

2020

Embedding covariate adjustments in tree-based automated machine learning for biomedical big data analyses.

Elisabetta Manduchi, Weixuan Fu, Joseph D. Romano, Stefano Ruberto, Jason H. Moore

BMC Bioinform., 2020

How Computational Experiments Can Improve Our Understanding of the Genetic Architecture of Common Human Diseases.

Jason H. Moore, Randal S. Olson, Peter Schmitt, Yong Chen, Elisabetta Manduchi

Artif. Life, 2020

Expanding Polygenic Risk Scores to Include Automatic Genotype Encodings and Gene-gene Interactions.

Trang T. Le, Hoyt Gong, Patryk Orzechowski, Elisabetta Manduchi, Jason H. Moore

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019

Exploration of a diversity of computational and statistical measures of association for genome-wide genetic studies.

Elisabetta Manduchi, Patryk Orzechowski, Marylyn D. Ritchie, Jason H. Moore

BioData Min., 2019

2018

Leveraging putative enhancer-promoter interactions to investigate two-way epistasis in Type 2 Diabetes GWAS.

Elisabetta Manduchi, Alessandra Chesi, Molly A. Hall, Struan F. A. Grant, Jason H. Moore

Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018

How computational thought experiments can improve our understanding of the genetic architecture of common human diseases.

Jason H. Moore, Randal S. Olson, Peter Schmitt, Yong Chen, Elisabetta Manduchi

Proceedings of the 2018 Conference on Artificial Life, 2018

2013

Development of an Application Ontology for Beta Cell Genomics Based On the Ontology for Biomedical Investigations.

Jie Zheng, Elisabetta Manduchi, Christian J. Stoeckert Jr.

Proceedings of the 4th International Conference on Biomedical Ontology, 2013

2011

AnnotCompute: annotation-based exploration and meta-analysis of genomics experiments.

Jie Zheng, Julia Stoyanovich, Elisabetta Manduchi, Junmin Liu, Christian J. Stoeckert Jr.

Database J. Biol. Databases Curation, 2011

2009

Matching methods for observational microarray studies.

Ruth Heller, Elisabetta Manduchi, Dylan S. Small

Bioinform., 2009

A flexible two-stage procedure for identifying gene sets that are differentially expressed.

Ruth Heller, Elisabetta Manduchi, Gregory R. Grant, Warren J. Ewens

Bioinform., 2009

2007

EPConDB: a web resource for gene expression related to pancreatic development, beta-cell function and diabetes.

Joan 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.

Nucleic Acids Res., 2007

2004

RAD and the RAD Study-Annotator: an approach to collection, organization and exchange of all relevant information for high-throughput gene expression studies.

Elisabetta Manduchi, Gregory R. Grant, H. He, Junmin Liu, Matthew D. Mailman, Angel D. Pizarro, Patricia L. Whetzel, Christian J. Stoeckert Jr.

Bioinform., 2004

2001

A relational schema for both array-based and SAGE gene expression experiments.

Christian J. Stoeckert Jr., Angel D. Pizarro, Elisabetta Manduchi, M. Gibson, Brian P. Brunk, Jonathan Crabtree, Jonathan Schug, Shai Shen-Orr, G. Christian Overton

Bioinform., 2001

2000

Generation of patterns from gene expression data by assigning confidence to differentially expressed genes.

Elisabetta Manduchi, Gregory R. Grant, Steven E. McKenzie, G. Christian Overton, Saul Surrey, Christian J. Stoeckert Jr.

Bioinform., 2000

1999

Significance testing for genomic mismatch scanning.

Gregory R. Grant, R. S. Spielman, Elisabetta Manduchi, Vivian G. Cheung, Warren J. Ewens

Proceedings of the Third Annual International Conference on Research in Computational Molecular Biology, 1999