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2016

Bai J, Di C, Xiao L, Evenson KR, LaCroix AZ, Crainiceanu CM, Buchner DM. 2016. An activity index for raw accelerometry data and its comparison with other activity metrics. PloS ONE. 11:e0160644.

2014

Sweeney EM, Vogelstein JT, Cuzzocreo JL, Calabresi PA, Reich DS, Crainiceanu CM, Shinohara RT. 2014. A comparison of supervised machine learning algorithms and feature vectors for MS lesion segmentation using multimodal structural MRI.. PLoS One. 9(4):e95753.

Schrack JA, Zipunnikov V, Goldsmith J, Bandeen-Roche K, Crainiceanu CM, Ferrucci L. 2014. Estimating energy expenditure from heart rate in older adults: a case for calibration.. PLoS One. 9(4):e93520.

Eloyan A, Shou H, Shinohara RT, Sweeney EM, Nebel MBeth, Cuzzocreo JL, Calabresi PA, Reich DS, Lindquist MA, Crainiceanu CM. 2014. Health effects of lesion localization in multiple sclerosis: spatial registration and confounding adjustment.. PLoS One. 9(9):e107263.

Di C, Crainiceanu CM, Jank WS. 2014. Multilevel sparse functional principal component analysis.. Stat. 3(1):126-143.

Bai J, He B, Shou H, Zipunnikov V, Glass TA, Crainiceanu CM. 2014. Normalization and extraction of interpretable metrics from raw accelerometry data.. Biostatistics. 15(1):102-16.

He B, Bai J, Zipunnikov VV, Koster A, Caserotti P, Lange-Maia B, Glynn NW, Harris TB, Crainiceanu CM. 2014. Predicting human movement with multiple accelerometers using movelets.. Med Sci Sports Exerc. 46(9):1859-66.

Xiao L, Huang L, Schrack JA, Ferrucci L, Zipunnikov V, Crainiceanu CM. 2014. Quantifying the lifetime circadian rhythm of physical activity: a covariate-dependent functional approach.. Biostatistics.

Shou H, Eloyan A, Nebel MBeth, Mejia A, Pekar JJ, Mostofsky S, Caffo B, Lindquist MA, Crainiceanu CM. 2014. Shrinkage prediction of seed-voxel brain connectivity using resting state fMRI.. Neuroimage. 102 Pt 2:938-44.

Goldsmith J, Huang L, Crainiceanu CM. 2014. Smooth Scalar-on-Image Regression via Spatial Bayesian Variable Selection.. J Comput Graph Stat. 23(1):46-64.

Shinohara RT, Sweeney EM, Goldsmith J, Shiee N, Mateen FJ, Calabresi PA, Jarso S, Pham DL, Reich DS, Crainiceanu CM. 2014. Statistical normalization techniques for magnetic resonance imaging.. Neuroimage Clin. 6:9-19.

Shou H, Zipunnikov V, Crainiceanu CM, Greven S. 2014. Structured functional principal component analysis.. Biometrics.

Swihart BJ, Caffo BS, Crainiceanu CM. 2014. A unifying framework for marginalized random intercept models of correlated binary outcomes.. Int Stat Rev. 82(2):275-295.

2013

Huang L, Goldsmith J, Reiss PT, Reich DS, Crainiceanu CM. 2013. Bayesian scalar-on-image regression with application to association between intracranial DTI and cognitive outcomes.. Neuroimage. 83:210-23.

Gribble MO, Crainiceanu CM, Howard BV, Umans JG, Francesconi KA, Goessler W, Zhang Y, Silbergeld EK, Guallar E, Navas-Acien A. 2013. Body composition and arsenic metabolism: a cross-sectional analysis in the Strong Heart Study.. Environ Health. 12:107.

Langrock R, Swihart BJ, Caffo BS, Punjabi NM, Crainiceanu CM. 2013. Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms.. Stat Med. 32(19):3342-56.

Sotirchos ES, Saidha S, Byraiah G, Mealy MA, Ibrahim MA, Sepah YJamal, Newsome SD, Ratchford JN, Frohman EM, Balcer LJ et al.. 2013. In vivo identification of morphologic retinal abnormalities in neuromyelitis optica.. Neurology. 80(15):1406-14.

Eloyan A, Crainiceanu CM, Caffo BS. 2013. Likelihood-based population independent component analysis.. Biostatistics. 14(3):514-27.

Sweeney EM, Shinohara RT, Shiee N, Mateen FJ, Chudgar AA, Cuzzocreo JL, Calabresi PA, Pham DL, Reich DS, Crainiceanu CM. 2013. OASIS is Automated Statistical Inference for Segmentation, with applications to multiple sclerosis lesion segmentation in MRI.. Neuroimage Clin. 2:402-13.

Choi L, Crainiceanu CM, Caffo BS. 2013. Practical recommendations for population PK studies with sampling time errors.. Eur J Clin Pharmacol. 69(12):2055-64.

Jones BC, Nair G, Shea CD, Crainiceanu CM, Cortese ICM, Reich DS. 2013. Quantification of multiple-sclerosis-related brain atrophy in two heterogeneous MRI datasets using mixed-effects modeling.. Neuroimage Clin. 3:171-9.

Saidha S, Sotirchos ES, Oh J, Syc SB, Seigo MA, Shiee N, Eckstein C, Durbin MK, Oakley JD, Meyer SA et al.. 2013. Relationships between retinal axonal and neuronal measures and global central nervous system pathology in multiple sclerosis.. JAMA Neurol. 70(1):34-43.

2012

Gribble MO, Howard BV, Umans JG, Shara NM, Francesconi KA, Goessler W, Crainiceanu CM, Silbergeld EK, Guallar E, Navas-Acien A. 2012. Arsenic exposure, diabetes prevalence, and diabetes control in the Strong Heart Study.. Am J Epidemiol. 176(10):865-74.

Saidha S, Sotirchos ES, Ibrahim MA, Crainiceanu CM, Gelfand JM, Sepah YJ, Ratchford JN, Oh J, Seigo MA, Newsome SD et al.. 2012. Microcystic macular oedema, thickness of the inner nuclear layer of the retina, and disease characteristics in multiple sclerosis: a retrospective study.. Lancet Neurol. 11(11):963-72.

Bai J, Goldsmith J, Caffo B, Glass TA, Crainiceanu CM. 2012. Movelets: A dictionary of movement.. Electron J Stat. 6:559-578.

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