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Preference Matrix Guided Sparse Canonical Correlation Analysis for Genetic Study of Quantitative Traits in Alzheimer's Disease.
Sha J, Bao J, Liu K, Yang S, Wen Z, Cui Y, Wen J, Davatzikos C, Moore JH, Saykin AJ, Long Q, Shen L; ADNI. Sha J, et al. Among authors: davatzikos c. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2022 Dec;2022:541-548. doi: 10.1109/bibm55620.2022.9995342. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2022. PMID: 36845995 Free PMC article.
Preference matrix guided sparse canonical correlation analysis for mining brain imaging genetic associations in Alzheimer's disease.
Sha J, Bao J, Liu K, Yang S, Wen Z, Wen J, Cui Y, Tong B, Moore JH, Saykin AJ, Davatzikos C, Long Q, Shen L; Alzheimer's Disease Neuroimaging Initiative. Sha J, et al. Among authors: davatzikos c. Methods. 2023 Oct;218:27-38. doi: 10.1016/j.ymeth.2023.07.007. Epub 2023 Jul 27. Methods. 2023. PMID: 37507059 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: davatzikos c. 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.
Harmonization with Flow-Based Causal Inference.
Wang R, Chaudhari P, Davatzikos C. Wang R, et al. Among authors: davatzikos c. Med Image Comput Comput Assist Interv. 2021 Sep-Oct;12903:181-190. doi: 10.1007/978-3-030-87199-4_17. Epub 2021 Sep 21. Med Image Comput Comput Assist Interv. 2021. PMID: 36961282 Free PMC article.
599 results