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Identification and prediction of Parkinson's disease subtypes and progression using machine learning in two cohorts.
Dadu A, Satone V, Kaur R, Hashemi SH, Leonard H, Iwaki H, Makarious MB, Billingsley KJ, Bandres-Ciga S, Sargent LJ, Noyce AJ, Daneshmand A, Blauwendraat C, Marek K, Scholz SW, Singleton AB, Nalls MA, Campbell RH, Faghri F. Dadu A, et al. Among authors: satone v. NPJ Parkinsons Dis. 2022 Dec 16;8(1):172. doi: 10.1038/s41531-022-00439-z. NPJ Parkinsons Dis. 2022. PMID: 36526647 Free PMC article.
Application of Aligned-UMAP to longitudinal biomedical studies.
Dadu A, Satone VK, Kaur R, Koretsky MJ, Iwaki H, Qi YA, Ramos DM, Avants B, Hesterman J, Gunn R, Cookson MR, Ward ME, Singleton AB, Campbell RH, Nalls MA, Faghri F. Dadu A, et al. Among authors: satone vk. Patterns (N Y). 2023 May 8;4(6):100741. doi: 10.1016/j.patter.2023.100741. eCollection 2023 Jun 9. Patterns (N Y). 2023. PMID: 37409055 Free PMC article.