Ciprian M. Crainiceanu

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 12

Top Topics

High Dimensional

Magnetic Resonance

Statistical Methods

Likelihood Ratio

Top Venues

J. Comput. Graph. Stat.

Publications

Erjia Cui, Ruonan Li, Ciprian M. Crainiceanu, Luo Xiao
Fast Multilevel Functional Principal Component Analysis. J. Comput. Graph. Stat. 32 (2) (2023)
Mahbaneh Eshaghzadeh Torbati, Davneet S. Minhas, Charles M. Laymon, Pauline Maillard, James D. Wilson, Chang-Le Chen, Ciprian M. Crainiceanu, Charles DeCarli, Seong Jae Hwang, Dana L. Tudorascu
MISPEL: A supervised deep learning harmonization method for multi-scanner neuroimaging data. Medical Image Anal. 89 (2023)
Erjia Cui, Andrew Leroux, Ekaterina Smirnova, Ciprian M. Crainiceanu
Fast Univariate Inference for Longitudinal Functional Models. J. Comput. Graph. Stat. 31 (1) (2022)
Erjia Cui, Ciprian M. Crainiceanu, Andrew Leroux
Additive Functional Cox Model. J. Comput. Graph. Stat. 30 (3) (2021)
Mahbaneh Eshaghzadeh Torbati, Davneet S. Minhas, Ghasan Ahmad, Erin O'Connor, John Muschelli, Charles M. Laymon, Zixi Yang, Ann D. Cohen, Howard J. Aizenstein, William E. Klunk, Bradley T. Christian, Seong Jae Hwang, Ciprian M. Crainiceanu, Dana L. Tudorascu
A multi-scanner neuroimaging data harmonization using RAVEL and ComBat. NeuroImage 245 (2021)
Davneet S. Minhas, Zixi Yang, John Muschelli, Charles M. Laymon, Joseph M. Mettenburg, Matthew D. Zammit, Sterling C. Johnson, Chester A. Mathis, Ann D. Cohen, Benjamin L. Handen, William E. Klunk, Ciprian M. Crainiceanu, Bradley T. Christian, Dana L. Tudorascu
Statistical Methods for Processing Neuroimaging Data from Two Different Sites with a Down Syndrome Population Application. IPMU (3) (2020)
Adrian Gherman, John Muschelli, Brian Caffo, Ciprian M. Crainiceanu
Rxnat: An Open-Source R Package for XNAT-Based Repositories. Frontiers Neuroinformatics 14 (2020)
Luo Xiao, Cai Li, William Checkley, Ciprian M. Crainiceanu
Fast covariance estimation for sparse functional data. Stat. Comput. 28 (3) (2018)
Luo Xiao, Cai Li, William Checkley, Ciprian M. Crainiceanu
Erratum to: Fast covariance estimation for sparse functional data. Stat. Comput. 28 (3) (2018)
John Muschelli, Elizabeth M. Sweeney, Ciprian M. Crainiceanu
: Connecting the Freesurfer software with R. F1000Research 7 (2018)
Luo Xiao, Vadim Zipunnikov, David Ruppert, Ciprian M. Crainiceanu
Fast covariance estimation for high-dimensional functional data. Stat. Comput. 26 (1-2) (2016)
Jean-Philippe Fortin, Elizabeth M. Sweeney, John Muschelli, Ciprian M. Crainiceanu, Russell T. Shinohara
Removing inter-subject technical variability in magnetic resonance imaging studies. NeuroImage 132 (2016)
Amanda F. Mejia, Mary Beth Nebel, Haochang Shou, Ciprian M. Crainiceanu, James J. Pekar, Stewart H. Mostofsky, Brian Caffo, Martin A. Lindquist
Improving reliability of subject-level resting-state fMRI parcellation with shrinkage estimators. NeuroImage 112 (2015)
Bruce J. Swihart, Naresh M. Punjabi, Ciprian M. Crainiceanu
Modeling sleep fragmentation in sleep hypnograms: An instance of fast, scalable discrete-state, discrete-time analyses. Comput. Stat. Data Anal. 89 (2015)
John Muschelli, Natalie L. Ullman, W. Andrew Mould, Paul M. Vespa, Daniel F. Hanley, Ciprian M. Crainiceanu
Validated automatic brain extraction of head CT images. NeuroImage 114 (2015)
John Muschelli, Elizabeth M. Sweeney, Martin A. Lindquist, Ciprian M. Crainiceanu
fslr: Connecting the FSL Software with R. R J. 7 (1) (2015)
Bruce J. Swihart, Jeff Goldsmith, Ciprian M. Crainiceanu
Restricted Likelihood Ratio Tests for Functional Effects in the Functional Linear Model. Technometrics 56 (4) (2014)
Haochang Shou, Ani Eloyan, Mary Beth Nebel, Amanda F. Mejia, James J. Pekar, Stewart H. Mostofsky, Brian S. Caffo, Martin A. Lindquist, Ciprian M. Crainiceanu
Shrinkage prediction of seed-voxel brain connectivity using resting state fMRI. NeuroImage 102 (2014)
John Muschelli, Elizabeth M. Sweeney, Ciprian M. Crainiceanu
brainR: Interactive 3 and 4D Images of High Resolution Neuroimage Data. R J. 6 (1) (2014)
Martin A. Lindquist, Brian C. Caffo, Ciprian M. Crainiceanu
Ironing out the statistical wrinkles in "ten ironic rules". NeuroImage 81 (2013)
Lei Huang, Jeff Goldsmith, Philip T. Reiss, Daniel S. Reich, Ciprian M. Crainiceanu
Bayesian scalar-on-image regression with application to association between intracranial DTI and cognitive outcomes. NeuroImage 83 (2013)
Seonjoo Lee, Vadim Zipunnikov, Navid Shiee, Ciprian M. Crainiceanu, Brian S. Caffo, Dzung L. Pham
Clustering of High Dimensional Longitudinal Imaging Data. PRNI (2013)
Ciprian M. Crainiceanu, Ana-Maria Staicu
Comment. Technometrics 54 (2) (2012)
Kristof De Beuf, Peter Pipelers, Megan Andriankaja, Olivier Thas, Dirk Inzé, Ciprian M. Crainiceanu, Lieven Clement
Analysis of tiling array expression studies with flexible designs in Bioconductor (waveTiling. BMC Bioinform. 13 (2012)
Xue Yang, Carolyn B. Lauzon, Ciprian M. Crainiceanu, Brian C. Caffo, Susan M. Resnick, Bennett A. Landman
Biological parametric mapping accounting for random regressors with regression calibration and model II regression. NeuroImage 62 (3) (2012)
Vadim Zipunnikov, Brian C. Caffo, David M. Yousem, Christos Davatzikos, Brian S. Schwartz, Ciprian M. Crainiceanu
Functional principal component model for high-dimensional brain imaging. NeuroImage 58 (3) (2011)
Xue Yang, Carolyn B. Lauzon, Ciprian M. Crainiceanu, Brian C. Caffo, Susan M. Resnick, Bennett A. Landman
Accounting for Random Regressors: A Unified Approach to Multi-modality Imaging. MBIA (2011)
Anna Korzeniewska, Piotr J. Franaszczuk, Ciprian M. Crainiceanu, Rafal Kus, Nathan E. Crone
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) (2011)
Jeff Goldsmith, Ciprian M. Crainiceanu, Brian S. Caffo, Daniel S. Reich
Penalized functional regression analysis of white-matter tract profiles in multiple sclerosis. NeuroImage 57 (2) (2011)
Russell T. Shinohara, Ciprian M. Crainiceanu, Brian S. Caffo, María Inés Gaitán, Daniel S. Reich
Population-wide principal component-based quantification of blood-brain-barrier dynamics in multiple sclerosis. NeuroImage 57 (4) (2011)
Carolyn B. Lauzon, Andrew J. Asman, Ciprian M. Crainiceanu, Brian C. Caffo, Bennett A. Landman
Assessment of Bias for MRI Diffusion Tensor Imaging Using SIMEX. MICCAI (2) (2011)
Brian S. Caffo, Ciprian M. Crainiceanu, Guillermo Verduzco, Suresh Joel, Stewart H. Mostofsky, Susan Spear Bassett, James J. Pekar
Two-stage decompositions for the analysis of functional connectivity for fMRI with application to Alzheimer's disease risk. NeuroImage 51 (3) (2010)
Adina Crainiceanu, Kung-Yee Liang, Ciprian M. Crainiceanu
Bootstrap Bayesian analysis with applications to gene-environment interaction. ISCIS (2009)