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2020 – today
- 2022
[j12]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)- [j11]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): 1379-1386 (2022) - 2021
- [i1]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 abs/2107.10495 (2021) - 2020
- [j10]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): 23-37 (2020) - [j9]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): 430 (2020) - [c5]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: 79-84
2010 – 2019
- 2019
- [j8]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): 14:1-14:16 (2019) - 2018
- [c4]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: 23-30 - [c3]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: 548-558 - 2013
- [c2]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: 62-67 - 2011
- [j7]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)
2000 – 2009
- 2009
- [j6]Ruth Heller, Elisabetta Manduchi, Dylan S. Small:
Matching methods for observational microarray studies. Bioinform. 25(7): 904-909 (2009) - [j5]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): 1019-1025 (2009) - 2007
- [j4]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): 751-755 (2007) - 2004
- [j3]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): 452-459 (2004) - 2001
- [j2]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): 300-308 (2001) - 2000
- [j1]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): 685-698 (2000)
1990 – 1999
- 1999
- [c1]Gregory R. Grant, R. S. Spielman, Elisabetta Manduchi, Vivian G. Cheung, Warren J. Ewens:
Significance testing for genomic mismatch scanning. RECOMB 1999: 182-187
Coauthor Index
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