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2013

Goldsmith J, Greven S, Crainiceanu C. 2013. Corrected confidence bands for functional data using principal components.. Biometrics. 69(1):41-51.

2012

De Beuf K, Pipelers P, Andriankaja M, Thas O, Inzé D, Crainiceanu C, Clement L. 2012. Analysis of tiling array expression studies with flexible designs in Bioconductor (waveTiling.. BMC Bioinformatics. 13(1):234.

Lauzon C, Crainiceanu C, Caffo B, Landman B. 2012. Assessment of bias in experimentally measured diffusion tensor imaging parameters using SIMEX. Accepted in Magnetic Resonance in Medicine.

Sweeney EM, Shinohara R, Shea CD, Reich DS, Crainiceanu C. 2012. Automatic Lesion Incidence Estimation and Detection in Multiple Sclerosis Using Multisequence Longitudinal MRI.. AJNR Am J Neuroradiol.

Yang X, Lauzon C, Crainiceanu C, Caffo B, Resnick S, Landman B. 2012. Biological parametric mapping accounting for random regressors with regression calibration and model II regression. Accepted in Neuroimage.

Crainiceanu C, Staicu AM, Ray S, Punjabi N. 2012. Bootstrap-based inference on the difference in the means of two correlated functional processes.. Stat Med.

Tellez-Plaza M, Navas-Acien A, Menke A, Crainiceanu C, Pastor-Barriuso R, Guallar E. 2012. Cadmium Exposure and All Cause and Cardiovascular Mortality in the US General Population. Environ Health Perspect.

Crainiceanu C, Staicu AM. 2012. Discussion of `Clustering random curves under spatial interdependence with application to service accessibility'. Technometrics. :toappear.

Paynter NP, Crainiceanu C, Sharrett AR, Chambless LE, Coresh J. 2012. Effect of correcting for long-term variation in major coronary heart disease risk factors: relative hazard estimation and risk prediction in the Atherosclerosis Risk in Communities Study. Ann Epidemiol. 22:191–197.

Clement L, De Beuf K, Thas O, Vuylsteke M, Irizarry R, Crainiceanu C. 2012. Fast wavelet based functional models for transcriptome analysis with tiling arrays. Stat Appl Genet Mol Biol. 11:1–36.

Goldsmith J, Crainiceanu C, Caffo B, Reich D. 2012. Longitudinal penalized functional regression for cognitive outcomes on neuronal tract measurements. Journal of the Royal Statistical Society Series C. :453–469.

Swihart B, Caffo B, Crainiceanu C, Punjabi NM. 2012. Mixed effect Poisson log-linear models for clinical and epidemiological sleep hypnogram data. Stat Med. 31:855–870.

Swihart B, Caffo B, Crainiceanu C, Punjabi N. 2012. Models of sleep hypnograms scalable to epidemiological studies. Tentatively accepted in Statistics in Medicine.

Bai J, Goldsmith J, Caffo B, Glass T, Crainiceanu C. 2012. Movelets: A dictionary of movement. Electronic Journal of Statistics. 6:559-578.

Syc SB, Saidha S, Newsome S, Ratchford J, Levy M, Ford E, Crainiceanu C, Durbin MK, Oakley JD, Meyer SA et al.. 2012. Optical coherence tomography segmentation reveals ganglion cell layer pathology after optic neuritis. Brain. 135:521–533.

Goldsmith J, Crainiceanu C, Caffo B, Reich D. 2012. Penalized functional regression analysis of white-matter tract profiles in multiple sclerosis. Accepted in Neuroimage, PMCID: PMC3114268.

Shinohara R, Goldsmith J, Mateen FJ, Crainiceanu C, Reich DS. 2012. Predicting Breakdown of the Blood-Brain Barrier in Multiple Sclerosis without Contrast Agents. AJNR Am J Neuroradiol.

Aurora RN, Crainiceanu C, Caffo B, Punjabi N. 2012. Sleep-Disordered breathing and caffeine consumption: results of a community-based study. Accepted in Chest.

2011

Lauzon C, Asman AJ, Crainiceanu C, Caffo B, Landman B. 2011. Assessment of bias for MRI diffusion tensor imaging using SIMEX. Med Image Comput Comput Assist Interv. 14:107–115.

Aurora RN, Caffo B, Crainiceanu C, Punjabi N. 2011. Correlating subjective and objective sleepiness: revisiting the association using survival analysis.. Sleep. 34:1707.

Korzeniewska A, Franaszczuk PJ, Crainiceanu C, Kuś R, Crone NE. 2011. Dynamics of large-scale cortical interactions at high gamma frequencies during word production: event related causality (ERC) analysis of human electrocorticography (ECoG).. Neuroimage. 56(4):2218-37.

Zipunnikov V, Caffo B, Yousem D, Davatziko C, Schwartz B, Crainiceanu C. 2011. Functional principal components model for high-dimensional brain imaging. Neuroimage, NIHSMID: 316403. 58:772–784.

Goldsmith J, Wand MP, Crainiceanu C. 2011. Functional Regression Via Variational Bayes. Electronic Journal of Statistics. 5:572–602.

Warner CV, Syc SB, Stankiewicz AM, Hiremath G, Farrell S, Crainiceanu C, Conger A, Frohman TC, Bisker ER, Balcer L et al.. 2011. The impact of utilizing different optical coherence tomography devices for clinical purposes and in multiple sclerosis trials. PLoS ONE. 6:e22947.

Shinohara R, Crainiceanu C, Caffo B, Reich DS. 2011. Longitudinal Analysis of Spatiotemporal Processes: A Case Study of Dynamic Contrast-Enhanced Magnetic Resonance in Multiple Sclerosis. Johns Hopkins University, Dept. of Biostatistics Working Papers. :231.

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