Elisabetta Manduchi

18 papers B 1C 1Misc 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
Benchmarking AutoML frameworks for disease prediction using medical claims.
BioData Min.
Roland Albert A. Romero, Mariefel Nicole Y. Deypalan, Suchit Mehrotra, John Titus Jungao, Natalie E. Sheils, Elisabetta Manduchi, Jason H. Moore
2022 J jnl
Genetic Analysis of Coronary Artery Disease Using Tree-Based Automated Machine Learning Informed By Biology-Based Feature Selection.
IEEE ACM Trans. Comput. Biol. Bioinform.
Elisabetta Manduchi, Trang T. Le, Weixuan Fu, Jason H. Moore
2021 J jnl
Benchmarking AutoML Frameworks for Disease Prediction Using Medical Claims.
CoRR
Roland Albert A. Romero, Mariefel Nicole Y. Deypalan, Suchit Mehrotra, John Titus Jungao, Natalie E. Sheils, Elisabetta Manduchi, Jason H. Moore
2020 J jnl
Embedding covariate adjustments in tree-based automated machine learning for biomedical big data analyses.
BMC Bioinform.
Elisabetta Manduchi, Weixuan Fu, Joseph D. Romano, Stefano Ruberto, Jason H. Moore
2020 — conf
Expanding Polygenic Risk Scores to Include Automatic Genotype Encodings and Gene-gene Interactions.
BIOINFORMATICS
Trang T. Le, Hoyt Gong, Patryk Orzechowski, Elisabetta Manduchi, Jason H. Moore
2020 J jnl
How Computational Experiments Can Improve Our Understanding of the Genetic Architecture of Common Human Diseases.
Artif. Life
Jason H. Moore, Randal S. Olson, Peter Schmitt, Yong Chen, Elisabetta Manduchi
2019 J jnl
Exploration of a diversity of computational and statistical measures of association for genome-wide genetic studies.
BioData Min.
Elisabetta Manduchi, Patryk Orzechowski, Marylyn D. Ritchie, Jason H. Moore
2018 C conf
How computational thought experiments can improve our understanding of the genetic architecture of common human diseases.
ALIFE
Jason H. Moore, Randal S. Olson, Peter Schmitt, Yong Chen, Elisabetta Manduchi
2018 Misc conf
Leveraging putative enhancer-promoter interactions to investigate two-way epistasis in Type 2 Diabetes GWAS.
PSB
Elisabetta Manduchi, Alessandra Chesi, Molly A. Hall, Struan F. A. Grant, Jason H. Moore
2013 — conf
Development of an Application Ontology for Beta Cell Genomics Based On the Ontology for Biomedical Investigations.
ICBO
Jie Zheng, Elisabetta Manduchi, Christian J. Stoeckert Jr.
2011 J jnl
AnnotCompute: annotation-based exploration and meta-analysis of genomics experiments.
Database J. Biol. Databases Curation
Jie Zheng, Julia Stoyanovich, Elisabetta Manduchi, Junmin Liu, Christian J. Stoeckert Jr.
2009 J jnl
A flexible two-stage procedure for identifying gene sets that are differentially expressed.
Bioinform.
Ruth Heller, Elisabetta Manduchi, Gregory R. Grant, Warren J. Ewens
2009 J jnl
Matching methods for observational microarray studies.
Bioinform.
Ruth Heller, Elisabetta Manduchi, Dylan S. Small
2007 J jnl
EPConDB: a web resource for gene expression related to pancreatic development, beta-cell function and diabetes.
Nucleic Acids Res.
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.
2004 J jnl
RAD and the RAD Study-Annotator: an approach to collection, organization and exchange of all relevant information for high-throughput gene expression studies.
Bioinform.
Elisabetta Manduchi, Gregory R. Grant, H. He, Junmin Liu, Matthew D. Mailman, Angel D. Pizarro, Patricia L. Whetzel, Christian J. Stoeckert Jr.
2001 J jnl
A relational schema for both array-based and SAGE gene expression experiments.
Bioinform.
Christian J. Stoeckert Jr., Angel D. Pizarro, Elisabetta Manduchi, M. Gibson, Brian P. Brunk, Jonathan Crabtree, Jonathan Schug, Shai Shen-Orr, G. Christian Overton
2000 J jnl
Generation of patterns from gene expression data by assigning confidence to differentially expressed genes.
Bioinform.
Elisabetta Manduchi, Gregory R. Grant, Steven E. McKenzie, G. Christian Overton, Saul Surrey, Christian J. Stoeckert Jr.
1999 B conf
Significance testing for genomic mismatch scanning.
RECOMB
Gregory R. Grant, R. S. Spielman, Elisabetta Manduchi, Vivian G. Cheung, Warren J. Ewens