Huang H - Search Results

1

Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning.

Wang H, Nie F, Huang H, Risacher SL, Saykin AJ, Shen L; Alzheimer's Disease Neuroimaging Initiative. Wang H, et al. Among authors: huang h. Bioinformatics. 2012 Jun 15;28(12):i127-36. doi: 10.1093/bioinformatics/bts228. Bioinformatics. 2012. PMID: 22689752 Free PMC article.

2

Identifying AD-sensitive and cognition-relevant imaging biomarkers via joint classification and regression.

Wang H, Nie F, Huang H, Risacher S, Saykin AJ, Shen L; ADNI. Wang H, et al. Among authors: huang h. Med Image Comput Comput Assist Interv. 2011;14(Pt 3):115-23. doi: 10.1007/978-3-642-23626-6_15. Med Image Comput Comput Assist Interv. 2011. PMID: 22003691 Free PMC article.

3

Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort.

Wang H, Nie F, Huang H, Kim S, Nho K, Risacher SL, Saykin AJ, Shen L; Alzheimer's Disease Neuroimaging Initiative. Wang H, et al. Among authors: huang h. Bioinformatics. 2012 Jan 15;28(2):229-37. doi: 10.1093/bioinformatics/btr649. Epub 2011 Dec 6. Bioinformatics. 2012. PMID: 22155867 Free PMC article.

4

From phenotype to genotype: an association study of longitudinal phenotypic markers to Alzheimer's disease relevant SNPs.

Wang H, Nie F, Huang H, Yan J, Kim S, Nho K, Risacher SL, Saykin AJ, Shen L; Alzheimer's Disease Neuroimaging Initiative. Wang H, et al. Among authors: huang h. Bioinformatics. 2012 Sep 15;28(18):i619-i625. doi: 10.1093/bioinformatics/bts411. Bioinformatics. 2012. PMID: 22962490 Free PMC article.

5

Transcriptome-guided amyloid imaging genetic analysis via a novel structured sparse learning algorithm.

Yan J, Du L, Kim S, Risacher SL, Huang H, Moore JH, Saykin AJ, Shen L; Alzheimer’s Disease Neuroimaging Initiative. Yan J, et al. Among authors: huang h. Bioinformatics. 2014 Sep 1;30(17):i564-71. doi: 10.1093/bioinformatics/btu465. Bioinformatics. 2014. PMID: 25161248 Free PMC article.

6

Cortical surface biomarkers for predicting cognitive outcomes using group l2,1 norm.

Yan J, Li T, Wang H, Huang H, Wan J, Nho K, Kim S, Risacher SL, Saykin AJ, Shen L; Alzheimer's Disease Neuroimaging Initiative. Yan J, et al. Among authors: huang h. Neurobiol Aging. 2015 Jan;36 Suppl 1:S185-93. doi: 10.1016/j.neurobiolaging.2014.07.045. Epub 2014 Aug 29. Neurobiol Aging. 2015. PMID: 25444599 Free PMC article.

7

Structured sparse canonical correlation analysis for brain imaging genetics: an improved GraphNet method.

Du L, Huang H, Yan J, Kim S, Risacher SL, Inlow M, Moore JH, Saykin AJ, Shen L; Alzheimer’s Disease Neuroimaging Initiative. Du L, et al. Among authors: huang h. Bioinformatics. 2016 May 15;32(10):1544-51. doi: 10.1093/bioinformatics/btw033. Epub 2016 Jan 21. Bioinformatics. 2016. PMID: 26801960 Free PMC article.

8

Quantitative trait loci identification for brain endophenotypes via new additive model with random networks.

Wang X, Chen H, Yan J, Nho K, Risacher SL, Saykin AJ, Shen L, Huang H; ADNI. Wang X, et al. Among authors: huang h. Bioinformatics. 2018 Sep 1;34(17):i866-i874. doi: 10.1093/bioinformatics/bty557. Bioinformatics. 2018. PMID: 30423101 Free PMC article.

9

Joint stage recognition and anatomical annotation of Drosophila gene expression patterns.

Cai X, Wang H, Huang H, Ding C. Cai X, et al. Among authors: huang h. Bioinformatics. 2012 Jun 15;28(12):i16-24. doi: 10.1093/bioinformatics/bts220. Bioinformatics. 2012. PMID: 22689756 Free PMC article.

10

Predicting protein-protein interactions from multimodal biological data sources via nonnegative matrix tri-factorization.

Wang H, Huang H, Ding C, Nie F. Wang H, et al. Among authors: huang h. J Comput Biol. 2013 Apr;20(4):344-58. doi: 10.1089/cmb.2012.0273. Epub 2013 Mar 19. J Comput Biol. 2013. PMID: 23509857

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