Elisabetta Manduchi

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 9

Top Topics

Coronary Artery Disease

Genome Wide Association Studies

Medical Doctors

Machine Learning

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Elisabetta Manduchi, Trang T. Le, Weixuan Fu, Jason H. Moore
Genetic Analysis of Coronary Artery Disease Using Tree-Based Automated Machine Learning Informed By Biology-Based Feature Selection. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Roland Albert A. Romero, Mariefel Nicole Y. Deypalan, Suchit Mehrotra, John Titus Jungao, Natalie E. Sheils, Elisabetta Manduchi, Jason H. Moore
Benchmarking AutoML frameworks for disease prediction using medical claims. BioData Min. 15 (1) (2022)
Roland Albert A. Romero, Mariefel Nicole Y. Deypalan, Suchit Mehrotra, John Titus Jungao, Natalie E. Sheils, Elisabetta Manduchi, Jason H. Moore
Benchmarking AutoML Frameworks for Disease Prediction Using Medical Claims. CoRR (2021)
Trang T. Le, Hoyt Gong, Patryk Orzechowski, Elisabetta Manduchi, Jason H. Moore
Expanding Polygenic Risk Scores to Include Automatic Genotype Encodings and Gene-gene Interactions. BIOINFORMATICS (2020)
Jason H. Moore, Randal S. Olson, Peter Schmitt, Yong Chen, Elisabetta Manduchi
How Computational Experiments Can Improve Our Understanding of the Genetic Architecture of Common Human Diseases. Artif. Life 26 (1) (2020)
Elisabetta Manduchi, Weixuan Fu, Joseph D. Romano, Stefano Ruberto, Jason H. Moore
Embedding covariate adjustments in tree-based automated machine learning for biomedical big data analyses. BMC Bioinform. 21 (1) (2020)
Elisabetta Manduchi, Patryk Orzechowski, Marylyn D. Ritchie, Jason H. Moore
Exploration of a diversity of computational and statistical measures of association for genome-wide genetic studies. BioData Min. 12 (1) (2019)
Jason H. Moore, Randal S. Olson, Peter Schmitt, Yong Chen, Elisabetta Manduchi
How computational thought experiments can improve our understanding of the genetic architecture of common human diseases. ALIFE (2018)
Elisabetta Manduchi, Alessandra Chesi, Molly A. Hall, Struan F. A. Grant, Jason H. Moore
Leveraging putative enhancer-promoter interactions to investigate two-way epistasis in Type 2 Diabetes GWAS. PSB (2018)
Jie Zheng, Elisabetta Manduchi, Christian J. Stoeckert Jr.
Development of an Application Ontology for Beta Cell Genomics Based On the Ontology for Biomedical Investigations. ICBO (2013)
Jie Zheng, Julia Stoyanovich, Elisabetta Manduchi, Junmin Liu, Christian J. Stoeckert Jr.
AnnotCompute: annotation-based exploration and meta-analysis of genomics experiments. Database J. Biol. Databases Curation 2011 (2011)
Ruth Heller, Elisabetta Manduchi, Gregory R. Grant, Warren J. Ewens
A flexible two-stage procedure for identifying gene sets that are differentially expressed. Bioinform. 25 (8) (2009)
Ruth Heller, Elisabetta Manduchi, Dylan S. Small
Matching methods for observational microarray studies. Bioinform. 25 (7) (2009)
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.
EPConDB: a web resource for gene expression related to pancreatic development, beta-cell function and diabetes. Nucleic Acids Res. 35 (Database-Issue) (2007)
Elisabetta Manduchi, Gregory R. Grant, H. He, Junmin Liu, Matthew D. Mailman, Angel D. Pizarro, Patricia L. Whetzel, Christian J. Stoeckert Jr.
RAD and the RAD Study-Annotator: an approach to collection, organization and exchange of all relevant information for high-throughput gene expression studies. Bioinform. 20 (4) (2004)
Christian J. Stoeckert Jr., Angel D. Pizarro, Elisabetta Manduchi, M. Gibson, Brian P. Brunk, Jonathan Crabtree, Jonathan Schug, Shai Shen-Orr, G. Christian Overton
A relational schema for both array-based and SAGE gene expression experiments. Bioinform. 17 (4) (2001)
Elisabetta Manduchi, Gregory R. Grant, Steven E. McKenzie, G. Christian Overton, Saul Surrey, Christian J. Stoeckert Jr.
Generation of patterns from gene expression data by assigning confidence to differentially expressed genes. Bioinform. 16 (8) (2000)
Gregory R. Grant, R. S. Spielman, Elisabetta Manduchi, Vivian G. Cheung, Warren J. Ewens
Significance testing for genomic mismatch scanning. RECOMB (1999)