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Interpretable deep clustering survival machines for Alzheimer's disease subtype discovery.
Hou B, Wen Z, Bao J, Zhang R, Tong B, Yang S, Wen J, Cui Y, Moore JH, Saykin AJ, Huang H, Thompson PM, Ritchie MD, Davatzikos C, Shen L; Alzheimer’s Disease Neuroimaging Initiative. Hou B, et al. Among authors: shen l. Med Image Anal. 2024 Oct;97:103231. doi: 10.1016/j.media.2024.103231. Epub 2024 Jun 14. Med Image Anal. 2024. PMID: 38941858
Adding Recognition Discriminability Index to the Delayed Recall Is Useful to Predict Conversion from Mild Cognitive Impairment to Alzheimer's Disease in the Alzheimer's Disease Neuroimaging Initiative.
Russo MJ, Campos J, Vázquez S, Sevlever G, Allegri RF; Alzheimer's Disease Neuroimaging Initiative. Russo MJ, et al. Front Aging Neurosci. 2017 Mar 10;9:46. doi: 10.3389/fnagi.2017.00046. eCollection 2017. Front Aging Neurosci. 2017. PMID: 28344552 Free PMC article.
Etiology of White Matter Hyperintensities in Autosomal Dominant and Sporadic Alzheimer Disease.
Shirzadi Z, Schultz SA, Yau WW, Joseph-Mathurin N, Fitzpatrick CD, Levin R, Kantarci K, Preboske GM, Jack CR Jr, Farlow MR, Hassenstab J, Jucker M, Morris JC, Xiong C, Karch CM, Levey AI, Gordon BA, Schofield PR, Salloway SP, Perrin RJ, McDade E, Levin J, Cruchaga C, Allegri RF, Fox NC, Goate A, Day GS, Koeppe R, Chui HC, Berman S, Mori H, Sanchez-Valle R, Lee JH, Rosa-Neto P, Ruthirakuhan M, Wu CY, Swardfager W, Benzinger TLS, Sohrabi HR, Martins RN, Bateman RJ, Johnson KA, Sperling RA, Greenberg SM, Schultz AP, Chhatwal JP; Dominantly Inherited Alzheimer Network and the Alzheimer’s Disease Neuroimaging Initiative. Shirzadi Z, et al. JAMA Neurol. 2023 Dec 1;80(12):1353-1363. doi: 10.1001/jamaneurol.2023.3618. JAMA Neurol. 2023. PMID: 37843849 Free PMC article.
An interpretable Alzheimer's disease oligogenic risk score informed by neuroimaging biomarkers improves risk prediction and stratification.
Suh EH, Lee G, Jung SH, Wen Z, Bao J, Nho K, Huang H, Davatzikos C, Saykin AJ, Thompson PM, Shen L, Kim D; Alzheimer’s Disease Neuroimaging Initiative. Suh EH, et al. Among authors: shen l. Front Aging Neurosci. 2023 Oct 26;15:1281748. doi: 10.3389/fnagi.2023.1281748. eCollection 2023. Front Aging Neurosci. 2023. PMID: 37953885 Free PMC article.
PFERM: A Fair Empirical Risk Minimization Approach with Prior Knowledge.
Hou B, Mondragón A, Tarzanagh DA, Zhou Z, Saykin AJ, Moore JH, Ritchie MD, Long Q, Shen L. Hou B, et al. Among authors: shen l. AMIA Jt Summits Transl Sci Proc. 2024 May 31;2024:211-220. eCollection 2024. AMIA Jt Summits Transl Sci Proc. 2024. PMID: 38827072 Free PMC article.
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