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A multi-stage feature selection method to improve classification of potential super-agers and cognitive decliners using structural brain MRI data-a UK biobank study.
Mohammadiarvejeh P, Fili M, Dawson A, Klinedinst BS, Wang Q, Moody S, Barnett N, Pollpeter A, Larsen B, Li T, Willette SA, Mochel JP, Allenspach K, Hu G, Willette AA. Mohammadiarvejeh P, et al. Among authors: willette sa. Geroscience. 2024 Dec 10. doi: 10.1007/s11357-024-01458-9. Online ahead of print. Geroscience. 2024. PMID: 39656405
Bioenergetic and vascular predictors of potential super-ager and cognitive decline trajectories-a UK Biobank Random Forest classification study.
Mohammadiarvejeh P, Klinedinst BS, Wang Q, Li T, Larsen B, Pollpeter A, Moody SN, Willette SA, Mochel JP, Allenspach K, Hu G, Willette AA. Mohammadiarvejeh P, et al. Among authors: willette sa. Geroscience. 2023 Feb;45(1):491-505. doi: 10.1007/s11357-022-00657-6. Epub 2022 Sep 15. Geroscience. 2023. PMID: 36104610 Free PMC article.
A machine learning approach for potential Super-Agers identification using neuronal functional connectivity networks.
Fili M, Mohammadiarvejeh P, Klinedinst BS, Wang Q, Moody S, Barnett N, Pollpeter A, Larsen B, Li T, Willette SA, Mochel JP, Allenspach K, Hu G, Willette AA. Fili M, et al. Among authors: willette sa. Alzheimers Dement (Amst). 2024 Jun 10;16(2):e12595. doi: 10.1002/dad2.12595. eCollection 2024 Apr-Jun. Alzheimers Dement (Amst). 2024. PMID: 38860031 Free PMC article.
Using machine learning to predict COVID-19 infection and severity risk among 4,510 aged adults: a UK Biobank cohort study.
Willette AA, Willette SA, Wang Q, Pappas C, Klinedinst BS, Le S, Larsen B, Pollpeter A, Li T, Brenner N, Waterboer T. Willette AA, et al. Among authors: willette sa. medRxiv [Preprint]. 2021 Jan 5:2020.06.09.20127092. doi: 10.1101/2020.06.09.20127092. medRxiv. 2021. Update in: Sci Rep. 2022 May 11;12(1):7736. doi: 10.1038/s41598-022-07307-z PMID: 32577673 Free PMC article. Updated. Preprint.
Inflammation, negative affect, and amyloid burden in Alzheimer's disease: Insights from the kynurenine pathway.
Willette AA, Pappas C, Hoth N, Wang Q, Klinedinst B, Willette SA, Larsen B, Pollpeter A, Li T, Le S, Collazo-Martinez AD, Mochel JP, Allenspach K, Dantzer R; Alzheimer's Disease Neuroimaging Initiative. Willette AA, et al. Among authors: willette sa. Brain Behav Immun. 2021 Jul;95:216-225. doi: 10.1016/j.bbi.2021.03.019. Epub 2021 Mar 26. Brain Behav Immun. 2021. PMID: 33775832 Free PMC article.