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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, vol. 23, no. 1, 2022, pp. 83-100.
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Keller JL, Eloyan A, Raymond GV, Fatemi A, Zackowski KM.
"Sensorimotor outcomes in adrenomyeloneuropathy show significant disease progression." Journal of Inherited Metabolic Disease, vol. 45, no. 2, 2022, pp. 308-317.
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Eloyan A, Rose S.
"Considerations Across Three Cultures: Parametric Regressions, Interpretable Algorithms, and Complex Algorithms." Observational Studies, vol. 7, no. 1, 2021, pp. 191-196.
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Meng K, Eloyan A.
"Principal Manifold Estimation via Model Complexity Selection." Journal of the Royal Statistical Society. Series B, Statistical methodology, vol. 83, no. 2, 2021, pp. 369-394.
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Apostolova LG, Aisen P, Eloyan A, Fagan A, Fargo KN, Foroud T, Gatsonis C, Grinberg LT, Jack CR Jr, Kramer J, Koeppe R, Kukull WA, Murray ME, Nudelman K, Rumbaugh M, Toga A, Vemuri P, Trullinger A, Iaccarino L, Day GS, Graff-Radford NR, Honig LS, Jones DT, Masdeu J, Mendez M, Musiek E, Onyike CU, Rogalski E, Salloway S, Wolk DA, Wingo TS, Carrillo MC, Dickerson BC, Rabinovici GD, LEADS Consortium.
"The Longitudinal Early-onset Alzheimer's Disease Study (LEADS): Framework and methodology." Alzheimer's & Dementia, vol. 17, no. 12, 2021, pp. 2043-2055.
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Hu, Menghan, Schindler, Matthew K, Dewey, Blake E, Reich, Daniel S, Shinohara, Russell T, Eloyan, Ani.
"Experimental design and sample size considerations in longitudinal magnetic resonance imaging-based biomarker detection for multiple sclerosis." Statistical Methods in Medical Research, 2020.
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Eloyan A, Yue MS, Khachatryan D.
"Tumor heterogeneity estimation for radiomics in cancer." Statistics in Medicine, vol. 39, no. 30, 2020, pp. 4704-4723.
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Huang SY, Fan Q, Machado N, Eloyan A, Bireley JD, Russo AW, Tobyne SM, Patel KR, Brewer K, Rapaport SF, Nummenmaa A, Witzel T, Sherman JC, Wald LL, Klawiter EC.
"Corpus callosum axon diameter relates to cognitive impairment in multiple sclerosis." Annals of Clinical and Translational Neurology, vol. 6, no. 5, 2019, pp. 882-892.
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Fritz NE, Eloyan A, Glaister J, Dewey BE, Al-Louzi O, Costello MG, Chen M, Prince JL, Calabresi PA, Zackowski KM.
"Quantitative vibratory sensation measurement is related to sensory cortical thickness in MS." Annals of Clinical and Translational Neurology, vol. 6, no. 3, 2019, pp. 586-595.
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Fritz NE, Eloyan A, Baynes M, Newsome SD, Calabresi PA, Zackowski KM.
"Distinguishing among multiple sclerosis fallers, near-fallers and non-fallers." Multiple sclerosis and related disorders, vol. 19, 2018, pp. 99-104.
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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, vol. 12, no. 3, 2017, pp. e0173496.
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Mejia AF, Nebel MB, Eloyan A, Caffo B, Lindquist MA.
"PCA leverage: outlier detection for high-dimensional functional magnetic resonance imaging data." Biostatistics, vol. 18, no. 3, 2017, pp. 521-536.
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McKenzie ED, Lim AS, Leung EC, Cole AJ, Lam AD, Eloyan A, Nirola DK, Tshering L, Thibert R, Garcia RZ, Bui E, Deki S, Lee L, Clark SJ, Cohen JM, Mantia J, Brizzi KT, Sorets TR, Wahlster S, Borzello M, Stopczynski A, Cash SS, Mateen FJ.
"Validation of a smartphone-based EEG among people with epilepsy: A prospective study." Scientific reports, vol. 7, 2017, pp. 45567.
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Nebel MB, Eloyan A, Nettles CA, Sweeney KL, Ament K, Ward RE, Choe AS, Barber AD, Pekar JJ, Mostofsky SH.
"Intrinsic Visual-Motor Synchrony Correlates With Social Deficits in Autism." Biological Psychiatry, vol. 79, no. 8, 2016, pp. 633-41.
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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, vol. 10, 2016, pp. 1-17.
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Cervenka MC, Patton K, Eloyan A, Henry B, Kossoff EH.
"The impact of the modified Atkins diet on lipid profiles in adults with epilepsy." Nutritional neuroscience, vol. 19, no. 3, 2016, pp. 131-7.
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Fritz NE, Newsome SD, Eloyan A, Marasigan RE, Calabresi PA, Zackowski KM.
"Longitudinal relationships among posturography and gait measures in multiple sclerosis." Neurology, vol. 84, no. 20, 2015, pp. 2048-56.
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Muschelli J, Ullman NL, Sweeney EM, Eloyan A, Martin N, Vespa P, Hanley DF, Crainiceanu CM.
"Quantitative Intracerebral Hemorrhage Localization." Stroke, vol. 46, no. 11, 2015, pp. 3270-3.
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Risk BB, Matteson DS, Ruppert D, Eloyan A, Caffo BS.
"An evaluation of independent component analyses with an application to resting-state fMRI." Biometrics, vol. 70, no. 1, 2014, pp. 224-36.
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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, vol. 9, no. 2, 2014, pp. e89470.
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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, vol. 9, no. 9, 2014, pp. e107263.
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Nebel MB, Eloyan A, Barber AD, Mostofsky SH.
"Precentral gyrus functional connectivity signatures of autism." Frontiers in systems neuroscience, vol. 8, 2014, pp. 80.
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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, vol. 102 Pt 2, 2014, pp. 938-44.
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Eloyan A, Ghosh SK.
"A Semiparametric Approach to Source Separation using Independent Component Analysis." Computational statistics & data analysis, vol. 58, 2013, pp. 383-396.
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Cervenka MC, Corines J, Boatman-Reich DF, Eloyan A, Sheng X, Franaszczuk PJ, Crone NE.
"Electrocorticographic functional mapping identifies human cortex critical for auditory and visual naming." NeuroImage, vol. 69, 2013, pp. 267-76.
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Eloyan A, Crainiceanu CM, Caffo BS.
"Likelihood-based population independent component analysis." Biostatistics, vol. 14, no. 3, 2013, pp. 514-27.
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Shou H, Eloyan A, Lee S, Zipunnikov V, Crainiceanu AN, Nebel NB, Caffo B, Lindquist MA, Crainiceanu CM.
"Quantifying the reliability of image replication studies: the image intraclass correlation coefficient (I2C2)." Cogn Affect Behav Neurosci, vol. 13, no. 4, 2013, pp. 714-24.
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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, vol. 7, no. 11, 2012, pp. e49340.
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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, vol. 6, 2012, pp. 61.
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