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Brain Cell-based Genetic Subtyping and Drug Repositioning for Alzheimer Disease.
Sahelijo N, Rajagopalan P, Qian L, Rahman R, Priyadarshi D, Goldstein D, Thomopoulos SI, Bennett DA, Farrer LA, Stein TD; AI4AD Consortium; Shen L, Huang H, Nho K, Andrew SJ, Davatzikos C, Thompson PM, Tcw J, Jun GR. Sahelijo N, et al. Among authors: huang h. medRxiv [Preprint]. 2024 Jun 21:2024.06.21.24309255. doi: 10.1101/2024.06.21.24309255. medRxiv. 2024. PMID: 38947056 Free PMC article. Preprint.
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: huang h. 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.
Distance-weighted Sinkhorn loss for Alzheimer's disease classification.
Wang Z, Zhan Q, Tong B, Yang S, Hou B, Huang H, Saykin AJ, Thompson PM, Davatzikos C, Shen L. Wang Z, et al. Among authors: huang h. iScience. 2024 Feb 12;27(3):109212. doi: 10.1016/j.isci.2024.109212. eCollection 2024 Mar 15. iScience. 2024. PMID: 38433927 Free PMC article.
Identifying Shared Neuroanatomic Architecture between Cognitive Traits through Multiscale Morphometric Correlation Analysis.
Wen Z, Bao J, Yang S, Risacher SL, Saykin AJ, Thompson PM, Davatzikos C, Huang H, Zhao Y, Shen L. Wen Z, et al. Among authors: huang h. Med Image Comput Comput Assist Interv MICCAI 2023 Workshops (2023). 2024;14394:227-240. doi: 10.1007/978-3-031-47425-5_21. Epub 2024 Feb 3. Med Image Comput Comput Assist Interv MICCAI 2023 Workshops (2023). 2024. PMID: 38584725
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: huang h. Med Image Anal. 2024 Oct;97:103231. doi: 10.1016/j.media.2024.103231. Epub 2024 Jun 14. Med Image Anal. 2024. PMID: 38941858
HIERARCHICAL BRAIN EMBEDDING USING EXPLAINABLE GRAPH LEARNING.
Tang H, Guo L, Fu X, Qu B, Thompson PM, Huang H, Zhan L. Tang H, et al. Among authors: huang h. Proc IEEE Int Symp Biomed Imaging. 2022 Mar;2022:10.1109/isbi52829.2022.9761543. doi: 10.1109/isbi52829.2022.9761543. Epub 2022 Apr 26. Proc IEEE Int Symp Biomed Imaging. 2022. PMID: 36687764 Free PMC article.
Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data.
Ye K, Tang H, Dai S, Guo L, Liu JY, Wang Y, Leow A, Thompson PM, Huang H, Zhan L. Ye K, et al. Among authors: huang h. Med Image Comput Comput Assist Interv. 2023 Oct;14222:138-148. doi: 10.1007/978-3-031-43898-1_14. Epub 2023 Oct 1. Med Image Comput Comput Assist Interv. 2023. PMID: 39005889 Free PMC article.
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