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Residual Partial Least Squares Learning: Brain Cortical Thickness Simultaneously Predicts Eight Non-pairwise-correlated Behavioural and Disease Outcomes in Alzheimer's Disease.
Chén OY, Vũ DT, Diaz CS, Bodelet JS, Phan H, Allali G, Nguyen VD, Cao H, He X, Müller Y, Zhi B, Shou H, Zhang H, He W, Wang X, Munafò M, Trung NL, Nagels G, Ryvlin P, Pantaleo G; Alzheimer’s Disease Neuroimaging Initiative. Chén OY, et al. Among authors: shou h. bioRxiv [Preprint]. 2024 Mar 27:2024.03.11.584383. doi: 10.1101/2024.03.11.584383. bioRxiv. 2024. PMID: 38559263 Free PMC article. Preprint.
The Genetic Architecture of Multimodal Human Brain Age.
Wen J, Zhao B, Yang Z, Erus G, Skampardoni I, Mamourian E, Cui Y, Hwang G, Bao J, Boquet-Pujadas A, Zhou Z, Veturi Y, Ritchie MD, Shou H, Thompson PM, Shen L, Toga AW, Davatzikos C. Wen J, et al. Among authors: shou h. bioRxiv [Preprint]. 2023 Sep 30:2023.04.13.536818. doi: 10.1101/2023.04.13.536818. bioRxiv. 2023. PMID: 37333190 Free PMC article. Updated. Preprint.
Deconfounded Dimension Reduction via Partial Embeddings.
Chen AA, Clark K, Dewey B, DuVal A, Pellegrini N, Nair G, Jalkh Y, Khalil S, Zurawski J, Calabresi P, Reich D, Bakshi R, Shou H, Shinohara RT. Chen AA, et al. Among authors: shou h. bioRxiv [Preprint]. 2023 Jan 11:2023.01.10.523448. doi: 10.1101/2023.01.10.523448. bioRxiv. 2023. PMID: 36711940 Free PMC article. Preprint.
Establishing the Validity of Compressed Sensing Diffusion Spectrum Imaging.
Radhakrishnan H, Zhao C, Sydnor VJ, Baller EB, Cook PA, Fair D, Giesbrecht B, Larsen B, Murtha K, Roalf DR, Rush-Goebel S, Shinohara R, Shou H, Tisdall MD, Vettel J, Grafton S, Cieslak M, Satterthwaite T. Radhakrishnan H, et al. Among authors: shou h. bioRxiv [Preprint]. 2023 Feb 23:2023.02.22.529546. doi: 10.1101/2023.02.22.529546. bioRxiv. 2023. PMID: 36865219 Free PMC article. Preprint.
Disentangling Alzheimer's disease neurodegeneration from typical brain ageing using machine learning.
Hwang G, Abdulkadir A, Erus G, Habes M, Pomponio R, Shou H, Doshi J, Mamourian E, Rashid T, Bilgel M, Fan Y, Sotiras A, Srinivasan D, Morris JC, Albert MS, Bryan NR, Resnick SM, Nasrallah IM, Davatzikos C, Wolk DA; from the iSTAGING consortium; ADNI. Hwang G, et al. Among authors: shou h. Brain Commun. 2022 May 7;4(3):fcac117. doi: 10.1093/braincomms/fcac117. eCollection 2022. Brain Commun. 2022. PMID: 35611306 Free PMC article.
Neuroimaging-AI Endophenotypes of Brain Diseases in the General Population: Towards a Dimensional System of Vulnerability.
Wen J, Skampardoni I, Tian YE, Yang Z, Cui Y, Erus G, Hwang G, Varol E, Boquet-Pujadas A, Chand GB, Nasrallah I, Satterthwaite T, Shou H, Shen L, Toga AW, Zaleskey A, Davatzikos C. Wen J, et al. Among authors: shou h. medRxiv [Preprint]. 2023 Aug 24:2023.08.16.23294179. doi: 10.1101/2023.08.16.23294179. medRxiv. 2023. PMID: 37662256 Free PMC article. Preprint.
A deep learning framework identifies dimensional representations of Alzheimer's Disease from brain structure.
Yang Z, Nasrallah IM, Shou H, Wen J, Doshi J, Habes M, Erus G, Abdulkadir A, Resnick SM, Albert MS, Maruff P, Fripp J, Morris JC, Wolk DA, Davatzikos C; iSTAGING Consortium; Baltimore Longitudinal Study of Aging (BLSA); Alzheimer’s Disease Neuroimaging Initiative (ADNI). Yang Z, et al. Among authors: shou h. Nat Commun. 2021 Dec 3;12(1):7065. doi: 10.1038/s41467-021-26703-z. Nat Commun. 2021. PMID: 34862382 Free PMC article.
271 results