Hastie TJ - Search Results

1

Confounds in neuroimaging: A clear case of sex as a confound in brain-based prediction.

Weber KA 2nd, Teplin ZM, Wager TD, Law CSW, Prabhakar NK, Ashar YK, Gilam G, Banerjee S, Delp SL, Glover GH, Hastie TJ, Mackey S. Weber KA 2nd, et al. Among authors: hastie tj. Front Neurol. 2022 Dec 19;13:960760. doi: 10.3389/fneur.2022.960760. eCollection 2022. Front Neurol. 2022. PMID: 36601297 Free PMC article.

2

Feature-weighted elastic net: using "features of features" for better prediction.

Tay JK, Aghaeepour N, Hastie T, Tibshirani R. Tay JK, et al. Stat Sin. 2023 Jan;33(1):259-279. doi: 10.5705/ss.202020.0226. Stat Sin. 2023. PMID: 37102071 Free PMC article.

3

Canonical correlation analysis in high dimensions with structured regularization.

Tuzhilina E, Tozzi L, Hastie T. Tuzhilina E, et al. Stat Modelling. 2023 Jun;23(3):203-227. doi: 10.1177/1471082x211041033. Epub 2021 Oct 3. Stat Modelling. 2023. PMID: 37334164 Free PMC article.

4

Elastic Net Regularization Paths for All Generalized Linear Models.

Tay JK, Narasimhan B, Hastie T. Tay JK, et al. J Stat Softw. 2023;106:1. doi: 10.18637/jss.v106.i01. Epub 2023 Mar 23. J Stat Softw. 2023. PMID: 37138589 Free PMC article.

5

Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays.

Kidziński Ł, Hui FKC, Warton DI, Hastie T. Kidziński Ł, et al. J Mach Learn Res. 2022 Nov;23:291. J Mach Learn Res. 2022. PMID: 37102181 Free PMC article.

6

Reorienting Latent Variable Modeling for Supervised Learning.

Jo B, Hastie TJ, Li Z, Youngstrom EA, Findling RL, Horwitz SM. Jo B, et al. Among authors: hastie tj. Multivariate Behav Res. 2023 Nov-Dec;58(6):1057-1071. doi: 10.1080/00273171.2023.2182753. Epub 2023 May 25. Multivariate Behav Res. 2023. PMID: 37229653 Free PMC article.

7

Multi-muscle deep learning segmentation to automate the quantification of muscle fat infiltration in cervical spine conditions.

Weber KA 2nd, Abbott R, Bojilov V, Smith AC, Wasielewski M, Hastie TJ, Parrish TB, Mackey S, Elliott JM. Weber KA 2nd, et al. Among authors: hastie tj. Sci Rep. 2021 Aug 16;11(1):16567. doi: 10.1038/s41598-021-95972-x. Sci Rep. 2021. PMID: 34400672 Free PMC article.

8

Relating whole-brain functional connectivity to self-reported negative emotion in a large sample of young adults using group regularized canonical correlation analysis.

Tozzi L, Tuzhilina E, Glasser MF, Hastie TJ, Williams LM. Tozzi L, et al. Among authors: hastie tj. Neuroimage. 2021 Aug 15;237:118137. doi: 10.1016/j.neuroimage.2021.118137. Epub 2021 May 2. Neuroimage. 2021. PMID: 33951512 Free PMC article.

9

Principal curve approaches for inferring 3D chromatin architecture.

Tuzhilina E, Hastie TJ, Segal MR. Tuzhilina E, et al. Among authors: hastie tj. Biostatistics. 2022 Apr 13;23(2):626-642. doi: 10.1093/biostatistics/kxaa046. Biostatistics. 2022. PMID: 33221831 Free PMC article.

10

The human connectome project for disordered emotional states: Protocol and rationale for a research domain criteria study of brain connectivity in young adult anxiety and depression.

Tozzi L, Staveland B, Holt-Gosselin B, Chesnut M, Chang SE, Choi D, Shiner M, Wu H, Lerma-Usabiaga G, Sporns O, Barch DM, Gotlib IH, Hastie TJ, Kerr AB, Poldrack RA, Wandell BA, Wintermark M, Williams LM. Tozzi L, et al. Among authors: hastie tj. Neuroimage. 2020 Jul 1;214:116715. doi: 10.1016/j.neuroimage.2020.116715. Epub 2020 Mar 5. Neuroimage. 2020. PMID: 32147367 Free PMC article.

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