Ciprian M. Crainiceanu, Ph.D. - Publications

Affiliations: 
2003 Cornell University, Ithaca, NY, United States 
Area:
Statistics

126 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  0.6
2019 Leroux A, Di J, Smirnova E, Mcguffey EJ, Cao Q, Bayatmokhtari E, Tabacu L, Zipunnikov V, Urbanek JK, Crainiceanu C. Organizing and analyzing the activity data in NHANES. Statistics in Biosciences. 11: 262-287. PMID 32047572 DOI: 10.1007/s12561-018-09229-9  0.64
2019 Karas M, Bai J, Strączkiewicz M, Harezlak J, Glynn NW, Harris T, Zipunnikov V, Crainiceanu C, Urbanek JK. Accelerometry data in health research: challenges and opportunities. Statistics in Biosciences. 11: 210-237. PMID 31762829 DOI: 10.1007/s12561-018-9227-2  0.64
2019 Smirnova E, Leroux A, Cao Q, Tabacu L, Zipunnikov V, Crainiceanu C, Urbanek J. The predictive performance of objective measures of physical activity derived from accelerometry data for 5-year all-cause mortality in older adults: NHANES 2003-2006. The Journals of Gerontology. Series a, Biological Sciences and Medical Sciences. PMID 31504213 DOI: 10.1093/gerona/glz193  0.64
2019 Rothman A, Murphy OC, Fitzgerald KC, Button J, Gordon-Lipkin E, Ratchford JN, Newsome SD, Mowry EM, Sotirchos ES, Syc-Mazurek SB, Nguyen J, Caldito NG, Balcer LJ, Frohman EM, Frohman TC, ... ... Crainiceanu C, et al. Retinal measurements predict 10-year disability in multiple sclerosis. Annals of Clinical and Translational Neurology. 6: 222-232. PMID 30847355 DOI: 10.1002/acn3.674  0.6
2019 Oh J, Ontaneda D, Azevedo C, Klawiter EC, Absinta M, Arnold DL, Bakshi R, Calabresi PA, Crainiceanu C, Dewey B, Freeman L, Gauthier S, Henry R, Inglese M, Kolind S, et al. Imaging outcome measures of neuroprotection and repair in MS: A consensus statement from NAIMS. Neurology. PMID 30787160 DOI: 10.1212/WNL.0000000000007099  0.6
2019 Sotirchos ES, Gonzalez-Caldito N, Dewey BE, Fitzgerald KC, Glaister J, Filippatou A, Ogbuokiri E, Feldman S, Kwakyi O, Risher H, Crainiceanu C, Pham DL, Van Zijl PC, Mowry EM, Reich DS, et al. Effect of disease-modifying therapies on subcortical gray matter atrophy in multiple sclerosis. Multiple Sclerosis (Houndmills, Basingstoke, England). 1352458519826364. PMID 30741108 DOI: 10.1177/1352458519826364  0.6
2018 Merikangas KR, Swendsen J, Hickie IB, Cui L, Shou H, Merikangas AK, Zhang J, Lamers F, Crainiceanu C, Volkow ND, Zipunnikov V. Real-time Mobile Monitoring of the Dynamic Associations Among Motor Activity, Energy, Mood, and Sleep in Adults With Bipolar Disorder. Jama Psychiatry. PMID 30540352 DOI: 10.1001/jamapsychiatry.2018.3546  0.64
2018 Caldito NG, Saidha S, Sotirchos ES, Dewey BE, Cowley NJ, Glaister J, Fitzgerald KC, Al-Louzi O, Nguyen J, Rothman A, Ogbuokiri E, Fioravante N, Feldman S, Kwakyi O, Risher H, ... ... Crainiceanu C, et al. Brain and retinal atrophy in African-Americans versus Caucasian-Americans with multiple sclerosis: a longitudinal study. Brain : a Journal of Neurology. PMID 30312381 DOI: 10.1093/brain/awy245  0.6
2018 Schrack JA, Leroux A, Fleg JL, Zipunnikov V, Simonsick EM, Studenski SA, Crainiceanu C, Ferrucci L. Using Heart Rate and Accelerometry to Define Quantity and Intensity of Daily Physical Activity in Older Adults. The Journals of Gerontology. Series a, Biological Sciences and Medical Sciences. PMID 29509832 DOI: 10.1093/gerona/gly029  0.64
2018 Xiao L, Li C, Checkley W, Crainiceanu C. Fast covariance estimation for sparse functional data. Statistics and Computing. 28: 511-522. PMID 29449762 DOI: 10.1007/s11222-017-9744-8  0.64
2018 Urbanek JK, Zipunnikov V, Harris TB, Fadel W, Glynn NW, Koster A, Caserotti P, Crainiceanu CM, Harezlak J. Prediction of sustained harmonic walking in the free-living environment using raw accelerometry data. Physiological Measurement. PMID 29329110 DOI: 10.1088/1361-6579/aaa74d  0.64
2017 Urbanek JK, Spira AP, Di J, Leroux A, Crainiceanu C, Zipunnikov V. Epidemiology of objectively measured bedtime and chronotype in US adolescents and adults: NHANES 2003-2006. Chronobiology International. 1-19. PMID 29283283 DOI: 10.1080/07420528.2017.1411359  0.64
2017 Leroux A, Xiao L, Crainiceanu C, Checkley W. Dynamic prediction in functional concurrent regression with an application to child growth. Statistics in Medicine. PMID 29230836 DOI: 10.1002/sim.7582  0.64
2017 Oh J, Bakshi R, Calabresi PA, Crainiceanu C, Henry RG, Nair G, Papinutto N, Constable RT, Reich DS, Pelletier D, Rooney W, Schwartz D, Tagge I, Shinohara RT, Simon JH, et al. The NAIMS cooperative pilot project: Design, implementation and future directions. Multiple Sclerosis (Houndmills, Basingstoke, England). 1352458517739990. PMID 29106329 DOI: 10.1177/1352458517739990  0.6
2017 Park SY, Staicu AM, Xiao L, Crainiceanu CM. Simple fixed-effects inference for complex functional models. Biostatistics (Oxford, England). PMID 29036541 DOI: 10.1093/biostatistics/kxx026  0.64
2017 Urbanek JK, Zipunnikov V, Harris T, Crainiceanu C, Harezlak J, Glynn NW. Validation of gait characteristics extracted from raw accelerometry during walking against measures of physical function, mobility, fatigability, and fitness. The Journals of Gerontology. Series a, Biological Sciences and Medical Sciences. PMID 28958000 DOI: 10.1093/gerona/glx174  0.64
2017 Carass A, Roy S, Jog A, Cuzzocreo JL, Magrath E, Gherman A, Button J, Nguyen J, Bazin PL, Calabresi PA, Crainiceanu CM, Ellingsen LM, Reich DS, Prince JL, Pham DL. Longitudinal multiple sclerosis lesion segmentation data resource. Data in Brief. 12: 346-350. PMID 28491937 DOI: 10.1016/j.dib.2017.04.004  0.6
2017 Carass A, Roy S, Jog A, Cuzzocreo JL, Magrath E, Gherman A, Button J, Nguyen J, Prados F, Sudre CH, Jorge Cardoso M, Cawley N, Ciccarelli O, Wheeler-Kingshott CA, Ourselin S, ... ... Crainiceanu CM, et al. Longitudinal multiple sclerosis lesion segmentation: resource & challenge. Neuroimage. PMID 28087490 DOI: 10.1016/j.neuroimage.2016.12.064  0.6
2016 Shou H, Shinohara RT, Liu H, Reich DS, Crainiceanu CM. Soft Null Hypotheses: A Case Study of Image Enhancement Detection in Brain Lesions. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 25: 570-588. PMID 30662249 DOI: 10.1080/10618600.2015.1023396  0.6
2016 Yue C, Zipunnikov V, Bazin PL, Pham D, Reich D, Crainiceanu C, Caffo B. Parametrization of white matter manifold-like structures using principal surfaces. Journal of the American Statistical Association. 111: 1050-1060. PMID 28090127 DOI: 10.1080/01621459.2016.1164050  0.64
2016 Urbanek JK, Harezlak J, Glynn NW, Harris T, Crainiceanu C, Zipunnikov V. Stride variability measures derived from wrist- and hip-worn accelerometers. Gait & Posture. 52: 217-223. PMID 27936440 DOI: 10.1016/j.gaitpost.2016.11.045  0.64
2016 Huang L, Reiss PT, Xiao L, Zipunnikov V, Lindquist MA, Crainiceanu CM. Two-way principal component analysis for matrix-variate data, with an application to functional magnetic resonance imaging data. Biostatistics (Oxford, England). PMID 27578805 DOI: 10.1093/biostatistics/kxw040  0.64
2016 Bai J, Di C, Xiao L, Evenson KR, LaCroix AZ, Crainiceanu CM, Buchner DM. An Activity Index for Raw Accelerometry Data and Its Comparison with Other Activity Metrics. Plos One. 11: e0160644. PMID 27513333 DOI: 10.1371/journal.pone.0160644  1
2016 Schrack JA, Xiao L, Zipunnikov V, Simonsick EM, Studenski S, Crainiceanu C, Ferrucci L. Quantifying Longitudinal Patterns and Trends of Objectively Measured Physical Activity Across the Age Spectrum: 2104 Board #256 June 2, 2: 00 PM - 3: 30 PM. Medicine and Science in Sports and Exercise. 48: 592. PMID 27360929 DOI: 10.1249/01.mss.0000486777.20904.7a  0.64
2016 Fortin JP, Sweeney EM, Muschelli J, Crainiceanu CM, Shinohara RT. Removing inter-subject technical variability in magnetic resonance imaging studies. Neuroimage. PMID 26923370 DOI: 10.1016/j.neuroimage.2016.02.036  1
2016 Xiao L, Zipunnikov V, Ruppert D, Crainiceanu C. Fast Covariance Estimation for High-dimensional Functional Data. Statistics and Computing. 26: 409-421. PMID 26903705 DOI: 10.1007/s11222-014-9485-x  1
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  1
2016 Grajeda LM, Ivanescu A, Saito M, Crainiceanu C, Jaganath D, Gilman RH, Crabtree JE, Kelleher D, Cabrera L, Cama V, Checkley W. Modelling subject-specific childhood growth using linear mixed-effect models with cubic regression splines Emerging Themes in Epidemiology. 13. DOI: 10.1186/s12982-015-0038-3  0.48
2016 Shou H, Shinohara RT, Liu H, Reich DS, Crainiceanu CM. Soft Null Hypotheses: A Case Study of Image Enhancement Detection in Brain Lesions Journal of Computational and Graphical Statistics. 25: 570-588. DOI: 10.1080/10618600.2015.1023396  1
2015 Swihart BJ, Punjabi NM, Crainiceanu CM. Modeling sleep fragmentation in sleep hypnograms: An instance of fast, scalable discrete-state, discrete-time analyses. Computational Statistics & Data Analysis. 89: 1-11. PMID 27182097 DOI: 10.1016/j.csda.2015.03.001  1
2015 Muschelli J, Ullman NL, Sweeney EM, Eloyan A, Martin N, Vespa P, Hanley DF, Crainiceanu CM. Quantitative Intracerebral Hemorrhage Localization. Stroke; a Journal of Cerebral Circulation. 46: 3270-3. PMID 26451031 DOI: 10.1161/STROKEAHA.115.010369  1
2015 Gellar JE, Colantuoni E, Needham DM, Crainiceanu CM. Cox Regression Models with Functional Covariates for Survival Data. Statistical Modelling. 15: 256-278. PMID 26441487 DOI: 10.1177/1471082X14565526  1
2015 Xiao L, He B, Koster A, Caserotti P, Lange-Maia B, Glynn NW, Harris TB, Crainiceanu CM. Movement prediction using accelerometers in a human population. Biometrics. PMID 26288278 DOI: 10.1111/biom.12382  1
2015 Bhargava P, Steele SU, Waubant E, Revirajan NR, Marcus J, Dembele M, Cassard SD, Hollis BW, Crainiceanu C, Mowry EM. Multiple sclerosis patients have a diminished serologic response to vitamin D supplementation compared to healthy controls. Multiple Sclerosis (Houndmills, Basingstoke, England). PMID 26286698 DOI: 10.1177/1352458515600248  1
2015 Al-Louzi OA, Bhargava P, Newsome SD, Balcer LJ, Frohman EM, Crainiceanu C, Calabresi PA, Saidha S. Outer retinal changes following acute optic neuritis. Multiple Sclerosis (Houndmills, Basingstoke, England). PMID 26209589 DOI: 10.1177/1352458515590646  1
2015 Saidha S, Al-Louzi O, Ratchford JN, Bhargava P, Oh J, Newsome SD, Prince JL, Pham D, Roy S, van Zijl P, Balcer LJ, Frohman EM, Reich DS, Crainiceanu C, Calabresi PA. Optical coherence tomography reflects brain atrophy in MS: A four year study. Annals of Neurology. PMID 26190464 DOI: 10.1002/ana.24487  1
2015 Shinohara RT, Sweeney EM, Goldsmith J, Shiee N, Mateen FJ, Calabresi PA, Jarso S, Pham DL, Reich DS, Crainiceanu CM. Corrigendum to "Statistical normalization techniques for magnetic resonance imaging" [NeuroImage: Clinical 6 (2014) 9-19]. Neuroimage. Clinical. 7: 848. PMID 26082894 DOI: 10.1016/j.nicl.2015.02.011  0.6
2015 Steeves JA, Murphy RA, Crainiceanu CM, Zipunnikov V, Van Domelen DR, Harris TB. Daily Patterns of Physical Activity by Type 2 Diabetes Definition: Comparing Diabetes, Prediabetes, and Participants with Normal Glucose Levels in NHANES 2003-2006. Preventive Medicine Reports. 2: 152-157. PMID 25909051 DOI: 10.1016/j.pmedr.2015.02.007  1
2015 Muschelli J, Ullman NL, Mould WA, Vespa P, Hanley DF, Crainiceanu CM. Validated automatic brain extraction of head CT images. Neuroimage. 114: 379-85. PMID 25862260 DOI: 10.1016/j.neuroimage.2015.03.074  1
2015 Mejia AF, Nebel MB, Shou H, Crainiceanu CM, Pekar JJ, Mostofsky S, Caffo B, Lindquist MA. Improving reliability of subject-level resting-state fMRI parcellation with shrinkage estimators. Neuroimage. 112: 14-29. PMID 25731998 DOI: 10.1016/j.neuroimage.2015.02.042  1
2015 Xiao L, Huang L, Schrack JA, Ferrucci L, Zipunnikov V, Crainiceanu CM. Quantifying the lifetime circadian rhythm of physical activity: a covariate-dependent functional approach. Biostatistics (Oxford, England). 16: 352-67. PMID 25361695 DOI: 10.1093/biostatistics/kxu045  1
2015 Shou H, Zipunnikov V, Crainiceanu CM, Greven S. Structured functional principal component analysis. Biometrics. 71: 247-57. PMID 25327216 DOI: 10.1111/biom.12236  0.64
2014 Zipunnikov V, Greven S, Shou H, Caffo B, Reich DS, Crainiceanu C. Longitudinal High-Dimensional Principal Components Analysis with Application to Diffusion Tensor Imaging of Multiple Sclerosis. The Annals of Applied Statistics. 8: 2175-2202. PMID 25663955 DOI: 10.1214/14-AOAS748  1
2014 Gellar JE, Colantuoni E, Needham DM, Crainiceanu CM. Variable-Domain Functional Regression for Modeling ICU Data. Journal of the American Statistical Association. 109: 1425-1439. PMID 25663725 DOI: 10.1080/01621459.2014.940044  1
2014 Shinohara RT, Sweeney EM, Goldsmith J, Shiee N, Mateen FJ, Calabresi PA, Jarso S, Pham DL, Reich DS, Crainiceanu CM. Statistical normalization techniques for magnetic resonance imaging. Neuroimage. Clinical. 6: 9-19. PMID 25379412 DOI: 10.1016/j.nicl.2014.08.008  1
2014 Swihart BJ, Caffo BS, Crainiceanu CM. A unifying framework for marginalized random intercept models of correlated binary outcomes. International Statistical Review = Revue Internationale De Statistique. 82: 275-295. PMID 25342871 DOI: 10.1111/insr.12035  1
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  1
2014 He B, Bai J, Zipunnikov VV, Koster A, Caserotti P, Lange-Maia B, Glynn NW, Harris TB, Crainiceanu CM. Predicting human movement with multiple accelerometers using movelets. Medicine and Science in Sports and Exercise. 46: 1859-66. PMID 25134005 DOI: 10.1249/MSS.0000000000000285  1
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  1
2014 Schrack JA, Zipunnikov V, Goldsmith J, Bandeen-Roche K, Crainiceanu CM, Ferrucci L. Estimating energy expenditure from heart rate in older adults: a case for calibration. Plos One. 9: e93520. PMID 24787146 DOI: 10.1371/journal.pone.0093520  1
2014 Sweeney EM, Vogelstein JT, Cuzzocreo JL, Calabresi PA, Reich DS, Crainiceanu CM, Shinohara RT. A comparison of supervised machine learning algorithms and feature vectors for MS lesion segmentation using multimodal structural MRI. Plos One. 9: e95753. PMID 24781953 DOI: 10.1371/journal.pone.0095753  1
2014 Goldsmith J, Huang L, Crainiceanu CM. Smooth Scalar-on-Image Regression via Spatial Bayesian Variable Selection. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 23: 46-64. PMID 24729670 DOI: 10.1080/10618600.2012.743437  1
2014 Scialla JJ, Kao WH, Crainiceanu C, Sozio SM, Oberai PC, Shafi T, Coresh J, Powe NR, Plantinga LC, Jaar BG, Parekh RS. Biomarkers of vascular calcification and mortality in patients with ESRD. Clinical Journal of the American Society of Nephrology : Cjasn. 9: 745-55. PMID 24458076 DOI: 10.2215/CJN.05450513  1
2014 Schrack JA, Zipunnikov V, Goldsmith J, Bai J, Simonsick EM, Crainiceanu C, Ferrucci L. Assessing the "physical cliff": detailed quantification of age-related differences in daily patterns of physical activity. The Journals of Gerontology. Series a, Biological Sciences and Medical Sciences. 69: 973-9. PMID 24336819 DOI: 10.1093/gerona/glt199  1
2014 Bai J, He B, Shou H, Zipunnikov V, Glass TA, Crainiceanu CM. Normalization and extraction of interpretable metrics from raw accelerometry data. Biostatistics (Oxford, England). 15: 102-16. PMID 23999141 DOI: 10.1093/biostatistics/kxt029  0.64
2014 Staicu AM, Li Y, Crainiceanu CM, Ruppert D. Likelihood ratio tests for dependent data with applications to longitudinal and functional data analysis Scandinavian Journal of Statistics. 41: 932-949. DOI: 10.1111/sjos.12075  1
2014 Swihart BJ, Goldsmith J, Crainiceanu CM. Restricted likelihood ratio tests for functional effects in the functional linear model Technometrics. 56: 483-493. DOI: 10.1080/00401706.2013.863163  1
2013 Gribble MO, Crainiceanu CM, Howard BV, Umans JG, Francesconi KA, Goessler W, Zhang Y, Silbergeld EK, Guallar E, Navas-Acien A. Body composition and arsenic metabolism: a cross-sectional analysis in the Strong Heart Study. Environmental Health : a Global Access Science Source. 12: 107. PMID 24321145 DOI: 10.1186/1476-069X-12-107  1
2013 Jones BC, Nair G, Shea CD, Crainiceanu CM, Cortese IC, Reich DS. Quantification of multiple-sclerosis-related brain atrophy in two heterogeneous MRI datasets using mixed-effects modeling. Neuroimage. Clinical. 3: 171-9. PMID 24179861 DOI: 10.1016/j.nicl.2013.08.001  1
2013 Sweeney EM, Shinohara RT, Shiee N, Mateen FJ, Chudgar AA, Cuzzocreo JL, Calabresi PA, Pham DL, Reich DS, Crainiceanu CM. OASIS is Automated Statistical Inference for Segmentation, with applications to multiple sclerosis lesion segmentation in MRI. Neuroimage. Clinical. 2: 402-13. PMID 24179794 DOI: 10.1016/j.nicl.2013.03.002  1
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  1
2013 Choi L, Crainiceanu CM, Caffo BS. Practical recommendations for population PK studies with sampling time errors. European Journal of Clinical Pharmacology. 69: 2055-64. PMID 23975237 DOI: 10.1007/s00228-013-1576-7  1
2013 Leigh R, Oishi K, Hsu J, Lindquist M, Gottesman RF, Jarso S, Crainiceanu C, Mori S, Hillis AE. Acute lesions that impair affective empathy. Brain : a Journal of Neurology. 136: 2539-49. PMID 23824490 DOI: 10.1093/brain/awt177  1
2013 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. 83: 210-23. PMID 23792220 DOI: 10.1016/j.neuroimage.2013.06.020  1
2013 Lindquist MA, Caffo B, Crainiceanu C. Ironing out the statistical wrinkles in "ten ironic rules". Neuroimage. 81: 499-502. PMID 23587691 DOI: 10.1016/j.neuroimage.2013.02.056  1
2013 Sotirchos ES, Saidha S, Byraiah G, Mealy MA, Ibrahim MA, Sepah YJ, Newsome SD, Ratchford JN, Frohman EM, Balcer LJ, Crainiceanu CM, Nguyen QD, Levy M, Calabresi PA. In vivo identification of morphologic retinal abnormalities in neuromyelitis optica. Neurology. 80: 1406-14. PMID 23516321 DOI: 10.1212/WNL.0b013e31828c2f7a  1
2013 Langrock R, Swihart BJ, Caffo BS, Punjabi NM, Crainiceanu CM. Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms. Statistics in Medicine. 32: 3342-56. PMID 23348835 DOI: 10.1002/sim.5747  1
2013 Saidha S, Sotirchos ES, Oh J, Syc SB, Seigo MA, Shiee N, Eckstein C, Durbin MK, Oakley JD, Meyer SA, Frohman TC, Newsome S, Ratchford JN, Balcer LJ, Pham DL, ... Crainiceanu CM, et al. Relationships between retinal axonal and neuronal measures and global central nervous system pathology in multiple sclerosis. Jama Neurology. 70: 34-43. PMID 23318513 DOI: 10.1001/jamaneurol.2013.573  1
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  1
2013 Sweeney EM, Shinohara RT, Shea CD, Reich DS, Crainiceanu CM. Automatic lesion incidence estimation and detection in multiple sclerosis using multisequence longitudinal MRI. Ajnr. American Journal of Neuroradiology. 34: 68-73. PMID 22766673 DOI: 10.3174/ajnr.A3172  1
2013 Crainiceanu CM, Caffo BS, Morris JS. Multilevel functional data analysis The Sage Handbook of Multilevel Modeling. 223-248. DOI: 10.4135/9781446247600.n13  1
2013 Lee S, Zipunnikov V, Shiee N, Crainiceanu C, Caffo BS, Pham DL. Clustering of high dimensional longitudinal imaging data Proceedings - 2013 3rd International Workshop On Pattern Recognition in Neuroimaging, Prni 2013. 33-36. DOI: 10.1109/PRNI.2013.18  1
2013 Altman NS, Balco G, Crainiceanu C, Gehrels WR, Qiu J, Staudenmayer J, Sullivan P. Statistical modeling of changes in relative sea level in Maine during the Holocene Era Environmetrics. 24: 298-305. DOI: 10.1002/env.2209  1
2012 Bai J, Goldsmith J, Caffo B, Glass TA, Crainiceanu CM. Movelets: A dictionary of movement. Electronic Journal of Statistics. 6: 559-578. PMID 23293708 DOI: 10.1214/12-EJS684  1
2012 Gribble MO, Howard BV, Umans JG, Shara NM, Francesconi KA, Goessler W, Crainiceanu CM, Silbergeld EK, Guallar E, Navas-Acien A. Arsenic exposure, diabetes prevalence, and diabetes control in the Strong Heart Study. American Journal of Epidemiology. 176: 865-74. PMID 23097256 DOI: 10.1093/aje/kws153  1
2012 Saidha S, Sotirchos ES, Ibrahim MA, Crainiceanu CM, Gelfand JM, Sepah YJ, Ratchford JN, Oh J, Seigo MA, Newsome SD, Balcer LJ, Frohman EM, Green AJ, Nguyen QD, Calabresi PA. Microcystic macular oedema, thickness of the inner nuclear layer of the retina, and disease characteristics in multiple sclerosis: a retrospective study. The Lancet. Neurology. 11: 963-72. PMID 23041237 DOI: 10.1016/S1474-4422(12)70213-2  1
2012 Crainiceanu CM, Staicu AM, Ray S, Punjabi N. Bootstrap-based inference on the difference in the means of two correlated functional processes. Statistics in Medicine. 31: 3223-40. PMID 22855258 DOI: 10.1002/sim.5439  0.6
2012 Goldsmith J, Crainiceanu CM, Caffo B, Reich D. Longitudinal Penalized Functional Regression for Cognitive Outcomes on Neuronal Tract Measurements. Journal of the Royal Statistical Society. Series C, Applied Statistics. 61: 453-469. PMID 22679339 DOI: 10.1111/j.1467-9876.2011.01031.x  1
2012 Yang X, Lauzon CB, Crainiceanu C, Caffo B, Resnick SM, Landman BA. Biological parametric mapping accounting for random regressors with regression calibration and model II regression. Neuroimage. 62: 1761-8. PMID 22609453 DOI: 10.1016/j.neuroimage.2012.05.020  1
2012 Clement L, De Beuf K, Thas O, Vuylsteke M, Irizarry RA, Crainiceanu CM. Fast wavelet based functional models for transcriptome analysis with tiling arrays. Statistical Applications in Genetics and Molecular Biology. 11: Article 4. PMID 22499683 DOI: 10.2202/1544-6115.1726  1
2012 Tellez-Plaza M, Navas-Acien A, Menke A, Crainiceanu CM, Pastor-Barriuso R, Guallar E. Cadmium exposure and all-cause and cardiovascular mortality in the U.S. general population. Environmental Health Perspectives. 120: 1017-22. PMID 22472185 DOI: 10.1289/ehp.1104352  1
2012 Aurora RN, Crainiceanu C, Caffo B, Punjabi NM. Sleep-disordered breathing and caffeine consumption: results of a community-based study. Chest. 142: 631-8. PMID 22459776 DOI: 10.1378/chest.11-2894  1
2012 Shinohara RT, Goldsmith J, Mateen FJ, Crainiceanu C, Reich DS. Predicting breakdown of the blood-brain barrier in multiple sclerosis without contrast agents. Ajnr. American Journal of Neuroradiology. 33: 1586-90. PMID 22442041 DOI: 10.3174/ajnr.A2997  1
2012 Swihart BJ, Caffo BS, Crainiceanu CM, Punjabi NM. Mixed effect Poisson log-linear models for clinical and epidemiological sleep hypnogram data. Statistics in Medicine. 31: 855-70. PMID 22241689 DOI: 10.1002/sim.4457  1
2012 Paynter NP, Crainiceanu CM, Sharrett AR, Chambless LE, Coresh J. 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. Annals of Epidemiology. 22: 191-7. PMID 22221585 DOI: 10.1016/j.annepidem.2011.12.001  1
2012 Staicu AM, Crainiceanu CM, Reich DS, Ruppert D. Modeling functional data with spatially heterogeneous shape characteristics. Biometrics. 68: 331-43. PMID 22050118 DOI: 10.1111/j.1541-0420.2011.01669.x  1
2012 Syc SB, Saidha S, Newsome SD, Ratchford JN, Levy M, Ford E, Crainiceanu CM, Durbin MK, Oakley JD, Meyer SA, Frohman EM, Calabresi PA. Optical coherence tomography segmentation reveals ganglion cell layer pathology after optic neuritis. Brain : a Journal of Neurology. 135: 521-33. PMID 22006982 DOI: 10.1093/brain/awr264  1
2011 Zipunnikov V, Caffo B, Yousem DM, Davatzikos C, Schwartz BS, Crainiceanu C. Multilevel Functional Principal Component Analysis for High-Dimensional Data. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 20: 852-873. PMID 25960627 DOI: 10.1198/jcgs.2011.10122  1
2011 Yang X, Lauzon CB, Crainiceanu C, Caffo B, Resnick SM, Landman BA. Accounting for Random Regressors: A Unified Approach to Multi-modality Imaging. Multimodal Brain Image Analysis : First International Workshop, Mbia 2011, Held in Conjunction With Miccai 2011, Toronto, Canada, September 18, 2011 : Proceedings / Tianming Liu ... [Et Al.], (Eds.). 7012: 1-9. PMID 25346952 DOI: 10.1007/978-3-642-24446-9_1  1
2011 Crainiceanu CM, Caffo BS, Luo S, Zipunnikov VM, Punjabi NM. Population Value Decomposition, a Framework for the Analysis of Image Populations. Journal of the American Statistical Association. 106. PMID 24415813 DOI: 10.1198/jasa.2011.ap10089  1
2011 Goldsmith J, Bobb J, Crainiceanu CM, Caffo B, Reich D. Penalized Functional Regression. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 20: 830-851. PMID 22368438 DOI: 10.1198/jcgs.2010.10007  1
2011 Aurora RN, Caffo B, Crainiceanu C, Punjabi NM. Correlating subjective and objective sleepiness: revisiting the association using survival analysis. Sleep. 34: 1707-14. PMID 22131609 DOI: 10.5665/sleep.1442  1
2011 Lauzon CB, Asman AJ, Crainiceanu C, Caffo BC, Landman BA. Assessment of bias for MRI diffusion tensor imaging using SIMEX. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 14: 107-15. PMID 21995019 DOI: 10.1007/978-3-642-23629-7_14  1
2011 Warner CV, Syc SB, Stankiewicz AM, Hiremath G, Farrell SK, Crainiceanu CM, Conger A, Frohman TC, Bisker ER, Balcer LJ, Frohman EM, Calabresi PA, Saidha S. The impact of utilizing different optical coherence tomography devices for clinical purposes and in multiple sclerosis trials. Plos One. 6: e22947. PMID 21853058 DOI: 10.1371/journal.pone.0022947  1
2011 Zipunnikov V, Caffo B, Yousem DM, Davatzikos C, Schwartz BS, Crainiceanu C. Functional principal component model for high-dimensional brain imaging. Neuroimage. 58: 772-84. PMID 21798354 DOI: 10.1016/j.neuroimage.2011.05.085  1
2011 Shinohara RT, Crainiceanu CM, Caffo BS, Gaitán MI, Reich DS. Population-wide principal component-based quantification of blood-brain-barrier dynamics in multiple sclerosis. Neuroimage. 57: 1430-46. PMID 21635955 DOI: 10.1016/j.neuroimage.2011.05.038  1
2011 Goldsmith J, Crainiceanu CM, Caffo BS, Reich DS. Penalized functional regression analysis of white-matter tract profiles in multiple sclerosis. Neuroimage. 57: 431-9. PMID 21554962 DOI: 10.1016/j.neuroimage.2011.04.044  1
2011 Korzeniewska A, Franaszczuk PJ, Crainiceanu CM, KuÅ› R, Crone NE. Dynamics of large-scale cortical interactions at high gamma frequencies during word production: event related causality (ERC) analysis of human electrocorticography (ECoG). Neuroimage. 56: 2218-37. PMID 21419227 DOI: 10.1016/j.neuroimage.2011.03.030  1
2011 Goldsmith J, Caffo B, Crainiceanu C, Reich D, Du Y, Hendrix C. Nonlinear tube-fitting for the analysis of anatomical and functional structures Annals of Applied Statistics. 5: 337-363. DOI: 10.1214/10-AOAS384  1
2011 Crainiceanu CM, Caffo BS, Luo S, Zipunnikov VM, Punjabi NM. Rejoinder Journal of the American Statistical Association. 106: 803-806. DOI: 10.1198/jasa.2011.ap11306  1
2010 Tellez-Plaza M, Navas-Acien A, Crainiceanu CM, Sharrett AR, Guallar E. Cadmium and peripheral arterial disease: gender differences in the 1999-2004 US National Health and Nutrition Examination Survey. American Journal of Epidemiology. 172: 671-81. PMID 20693268 DOI: 10.1093/aje/kwq172  1
2010 Caffo BS, Crainiceanu CM, Verduzco G, Joel S, Mostofsky SH, Bassett SS, Pekar JJ. Two-stage decompositions for the analysis of functional connectivity for fMRI with application to Alzheimer's disease risk. Neuroimage. 51: 1140-9. PMID 20227508 DOI: 10.1016/j.neuroimage.2010.02.081  1
2010 Staicu AM, Crainiceanu CM, Carroll RJ. Fast methods for spatially correlated multilevel functional data. Biostatistics (Oxford, England). 11: 177-94. PMID 20089508 DOI: 10.1093/biostatistics/kxp058  1
2009 Crainiceanu CM, Staicu AM, Di CZ. Generalized Multilevel Functional Regression. Journal of the American Statistical Association. 104: 1550-1561. PMID 20625442 DOI: 10.1198/jasa.2009.tm08564  0.6
2009 Di CZ, Crainiceanu CM, Caffo BS, Punjabi NM. MULTILEVEL FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS. The Annals of Applied Statistics. 3: 458-488. PMID 20221415 DOI: 10.1214/08-AOAS206SUPP  1
2009 Crainiceanu CM, Caffo BS, Di CZ, Punjabi NM. Nonparametric Signal Extraction and Measurement Error in the Analysis of Electroencephalographic Activity During Sleep. Journal of the American Statistical Association. 104: 541-555. PMID 20057925 DOI: 10.1198/jasa.2009.0020  1
2009 Gardner RM, Nyland JF, Evans SL, Wang SB, Doyle KM, Crainiceanu CM, Silbergeld EK. Mercury induces an unopposed inflammatory response in human peripheral blood mononuclear cells in vitro. Environmental Health Perspectives. 117: 1932-8. PMID 20049214 DOI: 10.1289/ehp.0900855  1
2009 Navas-Acien A, Umans JG, Howard BV, Goessler W, Francesconi KA, Crainiceanu CM, Silbergeld EK, Guallar E. Urine arsenic concentrations and species excretion patterns in American Indian communities over a 10-year period: the Strong Heart Study. Environmental Health Perspectives. 117: 1428-33. PMID 19750109 DOI: 10.1289/ehp.0800509  1
2009 Luo S, Crainiceanu CM, Louis TA, Chatterjee N. Bayesian inference for smoking cessation with a latent cure state. Biometrics. 65: 970-8. PMID 19173701 DOI: 10.1111/j.1541-0420.2008.01167.x  1
2008 Caffo BS, Crainiceanu CM, Deng L, Hendrix CW. A Case Study in Pharmacologic Colon Imaging Using Principal Curves in Single Photon Emission Computed Tomography. Journal of the American Statistical Association. 103: 1470-1480. PMID 20016767 DOI: 10.1198/016214508000000832  1
2008 Luo S, Crainiceanu CM, Louis TA, Chatterjee N. Analysis of Smoking Cessation Patterns Using a Stochastic Mixed-Effects Model With a Latent Cured State. Journal of the American Statistical Association. 103: 1002-1013. PMID 19305513 DOI: 10.1198/016214507000001030  1
2008 Dominici F, Wang C, Crainiceanu C, Parmigiani G. Model selection and health effect estimation in environmental epidemiology. Epidemiology (Cambridge, Mass.). 19: 558-60. PMID 18552590 DOI: 10.1097/EDE.0b013e31817307dc  1
2008 Tellez-Plaza M, Navas-Acien A, Crainiceanu CM, Guallar E. Cadmium exposure and hypertension in the 1999-2004 National Health and Nutrition Examination Survey (NHANES). Environmental Health Perspectives. 116: 51-6. PMID 18197299 DOI: 10.1289/ehp.10764  1
2008 Korzeniewska A, Crainiceanu CM, KuÅ› R, Franaszczuk PJ, Crone NE. Dynamics of event-related causality in brain electrical activity. Human Brain Mapping. 29: 1170-92. PMID 17712784 DOI: 10.1002/hbm.20458  1
2008 Crainiceanu CM, Dominici F, Parmigiani G. Adjustment uncertainty in effect estimation Biometrika. 95: 635-651. DOI: 10.1093/biomet/asn015  1
2007 Selvin E, Crainiceanu CM, Brancati FL, Coresh J. Short-term variability in measures of glycemia and implications for the classification of diabetes. Archives of Internal Medicine. 167: 1545-51. PMID 17646610 DOI: 10.1001/archinte.167.14.1545  1
2007 Kottgen A, Russell SD, Loehr LR, Crainiceanu CM, Rosamond WD, Chang PP, Chambless LE, Coresh J. Reduced kidney function as a risk factor for incident heart failure: the atherosclerosis risk in communities (ARIC) study. Journal of the American Society of Nephrology : Jasn. 18: 1307-15. PMID 17344421 DOI: 10.1681/ASN.2006101159  1
2007 Crainiceanu CM, Ruppert D, Carroll RJ, Joshi A, Goodner B. Spatially adaptive Bayesian penalized splines with heteroscedastic errors Journal of Computational and Graphical Statistics. 16: 265-288. DOI: 10.1198/106186007X208768  1
2007 Crainiceanu CM, Vogelsang TJ. Nonmonotonic power for tests of a mean shift in a time series Journal of Statistical Computation and Simulation. 77: 457-476. DOI: 10.1080/10629360600569394  1
2005 Sinai A, Bowers CW, Crainiceanu CM, Boatman D, Gordon B, Lesser RP, Lenz FA, Crone NE. Electrocorticographic high gamma activity versus electrical cortical stimulation mapping of naming. Brain : a Journal of Neurology. 128: 1556-70. PMID 15817517 DOI: 10.1093/brain/awh491  1
2005 Crainiceanu C, Ruppert D, Claeskens G, Wand MP. Exact likelihood ratio tests for penalised splines Biometrika. 92: 91-103. DOI: 10.1093/biomet/92.1.91  1
2004 Carroll RJ, Ruppert D, Crainiceanu CM, Tosteson TD, Karagas MR. Nonlinear and nonparametric regression and instrumental variables Journal of the American Statistical Association. 99: 736-750. DOI: 10.1198/016214504000001088  1
2004 Crainiceanu CM, Ruppert D. Likelihood ratio tests in linear mixed models with one variance component Journal of the Royal Statistical Society. Series B: Statistical Methodology. 66: 165-185. DOI: 10.1111/j.1467-9868.2004.00438.x  1
2004 Crainiceanu CM, Ruppert D. Likelihood ratio tests for goodness-of-fit of a nonlinear regression model Journal of Multivariate Analysis. 91: 35-52. DOI: 10.1016/j.jmva.2004.04.008  1
2003 Van Schaik G, Schukken YH, Crainiceanu C, Muskens J, VanLeeuwen JA. Prevalence estimates for paratuberculosis adjusted for test variability using Bayesian analysis Preventive Veterinary Medicine. 60: 281-295. PMID 12941553 DOI: 10.1016/S0167-5877(03)00157-0  1
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