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For: Huang L, Goldsmith J, Reiss PT, Reich DS, Crainiceanu CM. Bayesian scalar-on-image regression with application to association between intracranial DTI and cognitive outcomes. Neuroimage 2013;83:210-23. [PMID: 23792220 DOI: 10.1016/j.neuroimage.2013.06.020] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2012] [Revised: 06/02/2013] [Accepted: 06/03/2013] [Indexed: 11/21/2022]  Open
Number Cited by Other Article(s)
1
Jiang S, Cao J, Colditz GA. Identifying regions of interest in mammogram images. Stat Methods Med Res 2023;32:895-903. [PMID: 36951095 PMCID: PMC10247406 DOI: 10.1177/09622802231160551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/24/2023]
2
Wang P, Zhao X, Zhong J, Zhou Y. Localization and Diagnosis of Attention-Deficit/Hyperactivity Disorder. Healthcare (Basel) 2021;9:372. [PMID: 33801750 PMCID: PMC8066369 DOI: 10.3390/healthcare9040372] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2020] [Revised: 03/21/2021] [Accepted: 03/23/2021] [Indexed: 11/17/2022]  Open
3
Guo C, Kang J, Johnson TD. A spatial Bayesian latent factor model for image-on-image regression. Biometrics 2020;78:72-84. [PMID: 33368210 DOI: 10.1111/biom.13420] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 12/03/2020] [Accepted: 12/10/2020] [Indexed: 11/30/2022]
4
Zhao Y, Li T, Zhu H. Bayesian sparse heritability analysis with high-dimensional neuroimaging phenotypes. Biostatistics 2020;23:467-484. [PMID: 32948880 PMCID: PMC9308456 DOI: 10.1093/biostatistics/kxaa035] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 07/15/2020] [Accepted: 08/11/2020] [Indexed: 12/24/2022]  Open
5
Zhao Y, Zhu H, Lu Z, Knickmeyer RC, Zou F. Structured Genome-Wide Association Studies with Bayesian Hierarchical Variable Selection. Genetics 2019;212:397-415. [PMID: 31010934 PMCID: PMC6553832 DOI: 10.1534/genetics.119.301906] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Accepted: 04/08/2019] [Indexed: 02/04/2023]  Open
6
Happ C, Greven S, Schmid VJ. The impact of model assumptions in scalar-on-image regression. Stat Med 2018;37:4298-4317. [PMID: 30132932 DOI: 10.1002/sim.7915] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Revised: 06/20/2018] [Accepted: 06/27/2018] [Indexed: 11/11/2022]
7
Zhao Y, Kang J, Long Q. Bayesian Multiresolution Variable Selection for Ultra-High Dimensional Neuroimaging Data. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2018;15:537-550. [PMID: 29610102 PMCID: PMC5885321 DOI: 10.1109/tcbb.2015.2440244] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
8
Reiss PT, Goldsmith J, Shang HL, Ogden RT. Methods for scalar-on-function regression. Int Stat Rev 2017;85:228-249. [PMID: 28919663 PMCID: PMC5598560 DOI: 10.1111/insr.12163] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Accepted: 12/28/2015] [Indexed: 01/16/2023]
9
Multimodal spatial-based segmentation framework for white matter lesions in multi-sequence magnetic resonance images. Biomed Signal Process Control 2017. [DOI: 10.1016/j.bspc.2016.06.016] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
10
Geenens G. Moments, errors, asymptotic normality and large deviation principle in nonparametric functional regression. Stat Probab Lett 2015. [DOI: 10.1016/j.spl.2015.09.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
11
Shu H, Nan B, Koeppe R. Multiple testing for neuroimaging via hidden Markov random field. Biometrics 2015;71:741-50. [PMID: 26012881 PMCID: PMC4579542 DOI: 10.1111/biom.12329] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2014] [Revised: 03/01/2015] [Accepted: 04/01/2015] [Indexed: 11/29/2022]
12
Reiss PT, Huo L, Zhao Y, Kelly C, Ogden RT. WAVELET-DOMAIN REGRESSION AND PREDICTIVE INFERENCE IN PSYCHIATRIC NEUROIMAGING. Ann Appl Stat 2015;9:1076-1101. [PMID: 27330652 PMCID: PMC4912166 DOI: 10.1214/15-aoas829] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
13
Li F, Zhang T, Wang Q, Gonzalez MZ, Maresh EL, Coan JA. Spatial Bayesian variable selection and grouping for high-dimensional scalar-on-image regression. Ann Appl Stat 2015. [DOI: 10.1214/15-aoas818] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
14
Penalized function-on-function regression. Comput Stat 2014. [DOI: 10.1007/s00180-014-0548-4] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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