Ani Eloyan, Ph.D. - Publications

Affiliations: 
2010 North Carolina State University, Raleigh, NC 
Area:
Statistics

15 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Hu M, Crainiceanu C, Schindler MK, Dewey B, Reich DS, Shinohara RT, Eloyan A. Matrix decomposition for modeling lesion development processes in multiple sclerosis. Biostatistics (Oxford, England). PMID 32318692 DOI: 10.1093/Biostatistics/Kxaa016  0.315
2020 Hu M, Schindler MK, Dewey BE, Reich DS, Shinohara RT, Eloyan A. Experimental design and sample size considerations in longitudinal magnetic resonance imaging-based biomarker detection for multiple sclerosis. Statistical Methods in Medical Research. 962280220904392. PMID 32070238 DOI: 10.1177/0962280220904392  0.314
2017 Mejia AF, Nebel MB, Eloyan A, Caffo B, Lindquist MA. PCA leverage: outlier detection for high-dimensional functional magnetic resonance imaging data. Biostatistics (Oxford, England). PMID 28334131 DOI: 10.1093/Biostatistics/Kxw050  0.407
2017 Chen S, Huang L, Qiu H, Nebel MB, Mostofsky SH, Pekar JJ, Lindquist MA, Eloyan A, Caffo BS. Parallel group independent component analysis for massive fMRI data sets. Plos One. 12: e0173496. PMID 28278208 DOI: 10.1371/Journal.Pone.0173496  0.329
2016 Sweeney EM, Shinohara RT, Dewey BE, Schindler MK, Muschelli J, Reich DS, Crainiceanu CM, Eloyan A. Relating multi-sequence longitudinal intensity profiles and clinical covariates in incident multiple sclerosis lesions. Neuroimage. Clinical. 10: 1-17. PMID 26693397 DOI: 10.1016/J.Nicl.2015.10.013  0.324
2014 Eloyan A, Shou H, Shinohara RT, Sweeney EM, Nebel MB, Cuzzocreo JL, Calabresi PA, Reich DS, Lindquist MA, Crainiceanu CM. Health effects of lesion localization in multiple sclerosis: spatial registration and confounding adjustment. Plos One. 9: e107263. PMID 25233361 DOI: 10.1371/Journal.Pone.0107263  0.306
2014 Shou H, Eloyan A, Nebel MB, Mejia A, Pekar JJ, Mostofsky S, Caffo B, Lindquist MA, Crainiceanu CM. Shrinkage prediction of seed-voxel brain connectivity using resting state fMRI. Neuroimage. 102: 938-44. PMID 24879924 DOI: 10.1016/J.Neuroimage.2014.05.043  0.332
2014 Eloyan A, Li S, Muschelli J, Pekar JJ, Mostofsky SH, Caffo BS. Analytic programming with FMRI data: a quick-start guide for statisticians using R. Plos One. 9: e89470. PMID 24586801 DOI: 10.1371/Journal.Pone.0089470  0.306
2014 Risk BB, Matteson DS, Ruppert D, Eloyan A, Caffo BS. An evaluation of independent component analyses with an application to resting-state fMRI. Biometrics. 70: 224-36. PMID 24350655 DOI: 10.1111/Biom.12111  0.39
2013 Eloyan A, Ghosh SK. A Semiparametric Approach to Source Separation using Independent Component Analysis. Computational Statistics & Data Analysis. 58: 383-396. PMID 24526802 DOI: 10.1016/J.Csda.2012.09.012  0.467
2013 Shou H, Eloyan A, Lee S, Zipunnikov V, Crainiceanu AN, Nebel MB, Caffo B, Lindquist MA, Crainiceanu CM. Quantifying the reliability of image replication studies: The image intraclass correlation coefficient (I2C2) Cognitive, Affective and Behavioral Neuroscience. 13: 714-724. PMID 24022791 DOI: 10.3758/S13415-013-0196-0  0.326
2013 Eloyan A, Crainiceanu CM, Caffo BS. Likelihood-based population independent component analysis. Biostatistics (Oxford, England). 14: 514-27. PMID 23314416 DOI: 10.1093/Biostatistics/Kxs055  0.391
2012 Li S, Eloyan A, Joel S, Mostofsky S, Pekar J, Bassett SS, Caffo B. Analysis of group ICA-based connectivity measures from fMRI: application to Alzheimer's disease. Plos One. 7: e49340. PMID 23226208 DOI: 10.1371/Journal.Pone.0049340  0.366
2012 Eloyan A, Muschelli J, Nebel MB, Liu H, Han F, Zhao T, Barber AD, Joel S, Pekar JJ, Mostofsky SH, Caffo B. Automated diagnoses of attention deficit hyperactive disorder using magnetic resonance imaging. Frontiers in Systems Neuroscience. 6: 61. PMID 22969709 DOI: 10.3389/Fnsys.2012.00061  0.316
2011 Eloyan A, Ghosh SK. Smooth density estimation with moment constraints using mixture distributions Journal of Nonparametric Statistics. 23: 513-531. DOI: 10.1080/10485252.2010.532554  0.446
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