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DeepResBat: Deep residual batch harmonization accounting for covariate distribution differences.
An L, Zhang C, Wulan N, Zhang S, Chen P, Ji F, Ng KK, Chen C, Zhou JH, Yeo BTT; Alzheimer's Disease Neuroimaging InitiativeAustralian Imaging Biomarkers and Lifestyle Study of Aging. An L, et al. Among authors: zhang c, zhang s. Med Image Anal. 2025 Jan;99:103354. doi: 10.1016/j.media.2024.103354. Epub 2024 Sep 21. Med Image Anal. 2025. PMID: 39368279 Free article.
DeepResBat: deep residual batch harmonization accounting for covariate distribution differences.
An L, Zhang C, Wulan N, Zhang S, Chen P, Ji F, Ng KK, Chen C, Zhou JH, Yeo BTT; Alzheimer’s Disease Neuroimaging Initiative; Australian Imaging Biomarkers and Lifestyle Study of Aging. An L, et al. Among authors: zhang c, zhang s. bioRxiv [Preprint]. 2024 Aug 6:2024.01.18.574145. doi: 10.1101/2024.01.18.574145. bioRxiv. 2024. Update in: Med Image Anal. 2025 Jan;99:103354. doi: 10.1016/j.media.2024.103354 PMID: 38293022 Free PMC article. Updated. Preprint.
MRI economics: Balancing sample size and scan duration in brain wide association studies.
Ooi LQR, Orban C, Zhang S, Nichols TE, Tan TWK, Kong R, Marek S, Dosenbach NUF, Laumann T, Gordon EM, Yap KH, Ji F, Chong JSX, Chen C, An L, Franzmeier N, Roemer SN, Hu Q, Ren J, Liu H, Chopra S, Cocuzza CV, Baker JT, Zhou JH, Bzdok D, Eickhoff SB, Holmes AJ, Yeo BTT; Alzheimer’s Disease Neuroimaging Initiative. Ooi LQR, et al. Among authors: zhang s. bioRxiv [Preprint]. 2024 Sep 22:2024.02.16.580448. doi: 10.1101/2024.02.16.580448. bioRxiv. 2024. PMID: 38405815 Free PMC article. Preprint.
In-vivo whole-cortex marker of excitation-inhibition ratio indexes cortical maturation and cognitive ability in youth.
Zhang S, Larsen B, Sydnor VJ, Zeng T, An L, Yan X, Kong R, Kong X, Gur RC, Gur RE, Moore TM, Wolf DH, Holmes AJ, Xie Y, Zhou JH, Fortier MV, Tan AP, Gluckman P, Chong YS, Meaney MJ, Deco G, Satterthwaite TD, Yeo BTT. Zhang S, et al. bioRxiv [Preprint]. 2024 Mar 28:2023.06.22.546023. doi: 10.1101/2023.06.22.546023. bioRxiv. 2024. Update in: Proc Natl Acad Sci U S A. 2024 Jun 4;121(23):e2318641121. doi: 10.1073/pnas.2318641121 PMID: 38586012 Free PMC article. Updated. Preprint.
In vivo whole-cortex marker of excitation-inhibition ratio indexes cortical maturation and cognitive ability in youth.
Zhang S, Larsen B, Sydnor VJ, Zeng T, An L, Yan X, Kong R, Kong X, Gur RC, Gur RE, Moore TM, Wolf DH, Holmes AJ, Xie Y, Zhou JH, Fortier MV, Tan AP, Gluckman P, Chong YS, Meaney MJ, Deco G, Satterthwaite TD, Yeo BTT. Zhang S, et al. Proc Natl Acad Sci U S A. 2024 Jun 4;121(23):e2318641121. doi: 10.1073/pnas.2318641121. Epub 2024 May 30. Proc Natl Acad Sci U S A. 2024. PMID: 38814872 Free PMC article.
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