Andrew B. Singleton

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 4

Top Topics

Advances In Data Mining

Application Of Machine Learning Methods

Acute Myocardial Infarction

Top Venues

Publications

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) (2024)
Anant Dadu, Vipul Satone, Rachneet Kaur, Mathew J. Koretsky, Hirotaka Iwaki, Yue A. Qi, Daniel M. Ramos, Brian B. Avants, Jacob Hesterman, Roger 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) (2023)
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 (2021)
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 (2018)