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Journal Articles
- 2025
[j3]Ziyi Li
, Cory A. Weller, Syed Shah, Nicholas L. Johnson, Ying Hao, Paige B. Jarreau, Jessica Roberts, Deyaan Guha, Colleen Bereda, Sydney Klaisner, Pedro Machado, Matteo Zanovello, Mercedes Prudencio, Björn Oskarsson, Nathan P. Staff, Dennis W. Dickson, Pietro Fratta, Leonard Petrucelli, Priyanka Narayan, Mark R. Cookson, Michael E. Ward, Andrew B. Singleton, Mike A. Nalls, Yue A. Qi:
ProtPipe: A Multifunctional Data Analysis Pipeline for Proteomics and Peptidomics. Genom. Proteom. Bioinform. 22(6) (2025)- 2024
- [j2]Benjamin P. Danek, Mary B. Makarious, Anant Dadu, Dan Vitale, Paul Suhwan Lee, Andrew B. Singleton, Mike A. Nalls, Jimeng Sun, Faraz Faghri:
Federated learning for multi-omics: A performance evaluation in Parkinson's disease. Patterns 5(3): 100945 (2024) - 2023
- [j1]Anant Dadu, Vipul Satone, Rachneet Kaur, Mathew J. Koretsky, Hirotaka Iwaki, Yue A. Qi, Daniel M. Ramos, Brian B. Avants, Jacob Hesterman, Roger N. Gunn, Mark R. Cookson, Michael E. Ward, Andrew B. Singleton, Roy H. Campbell, Mike A. Nalls, Faraz Faghri:
Application of Aligned-UMAP to longitudinal biomedical studies. Patterns 4(6): 100741 (2023)
Informal and Other Publications
- 2021
- [i2]Mary B. Makarious, Hampton L. Leonard, Dan Vitale, Hirotaka Iwaki, David Saffo, Lana Sargent, Anant Dadu, Eduardo Salmerón Castaño, John F. Carter, Melina Maleknia, Juan A. Botía, Cornelis Blauwendraat, Roy H. Campbell, Sayed Hadi Hashemi, Andrew B. Singleton, Mike A. Nalls, Faraz Faghri:
GenoML: Automated Machine Learning for Genomics. CoRR abs/2103.03221 (2021) - 2018
- [i1]Vipul Satone, Rachneet Kaur, Faraz Faghri, Mike A. Nalls, Andrew B. Singleton, Roy H. Campbell:
Learning the progression and clinical subtypes of Alzheimer's disease from longitudinal clinical data. CoRR abs/1812.00546 (2018)
Coauthor Index
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