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List of works by Ciprian Crăiniceanu

#MeToo and Google Inquiries Into Sexual Violence: A Hashtag Campaign Can Sustain Information Seeking

scientific article published on 23 August 2019

: Connecting the Freesurfer software with R

scientific article published on 16 May 2018

A Case Study in Pharmacologic Colon Imaging Using Principal Curves in Single Photon Emission Computed Tomography

scientific article published on December 2008

A comparison of supervised machine learning algorithms and feature vectors for MS lesion segmentation using multimodal structural MRI

scientific article

A practical guide to big data

scientific article published on 01 March 2018

A two-stage model for wearable device data

scientific article published on 10 October 2017

A unifying framework for marginalized random intercept models of correlated binary outcomes ⬇️

scientific article

ARSENIC EXPOSURE AND PREVALENT DIABETES IN THE STRONG HEART STUDY ⬇️

scholarly article

Accelerometry data in health research: challenges and opportunities

scientific article published on 12 January 2019

Accelerometry data in health research: challenges and opportunities. Review and examples

scientific article published on 5 March 2018

Accounting for Random Regressors: A Unified Approach to Multi-modality Imaging

scientific article published on 01 January 2011

Acute lesions that impair affective empathy

scientific article

Adaptive empirical pattern transformation (ADEPT) with application to walking stride segmentation

scientific article published on 23 September 2019

An Activity Index for Raw Accelerometry Data and Its Comparison with Other Activity Metrics

scientific article

Analysis of Smoking Cessation Patterns Using a Stochastic Mixed-Effects Model With a Latent Cured State

scientific article published on September 2008

Analysis of tiling array expression studies with flexible designs in Bioconductor (waveTiling)

scientific article

Arsenic exposure, diabetes prevalence, and diabetes control in the Strong Heart Study

scientific article published on 24 October 2012

Arsenic exposure, diabetes-related genes and diabetes prevalence in a general population from Spain

scientific article published on 21 February 2018

Assessing the "physical cliff": detailed quantification of age-related differences in daily patterns of physical activity

scientific article

Assessment of Bias for MRI Diffusion Tensor Imaging Using SIMEX ⬇️

scientific article published on 01 January 2011

Assessment of bias in experimentally measured diffusion tensor imaging parameters using SIMEX ⬇️

scientific article published on May 18, 2012

Association of body mass index with longitudinal rates of retinal atrophy in multiple sclerosis

scientific article published on 16 April 2020

Bayesian Functional Data Analysis Using WinBUGS.

scientific article

Bayesian inference for smoking cessation with a latent cure state

scientific article published on 23 January 2009

Bayesian scalar-on-image regression with application to association between intracranial DTI and cognitive outcomes.

scientific article published on 17 June 2013

Big Data and Neuroimaging

scientific article published on 22 May 2017

Biological parametric mapping accounting for random regressors with regression calibration and model II regression ⬇️

scientific article published on May 15, 2012

Biomarkers of vascular calcification and mortality in patients with ESRD.

scientific article published on 23 January 2014

Bivariate Binomial Spatial Modeling ofLoa loaPrevalence in Tropical Africa

article

Body composition and arsenic metabolism: a cross-sectional analysis in the Strong Heart Study

scientific article published on 09 December 2013

Bootstrap-based inference on the difference in the means of two correlated functional processes

scientific article

Brain and retinal atrophy in African-Americans versus Caucasian-Americans with multiple sclerosis: a longitudinal study

scientific article published on 01 November 2018

Cadmium and peripheral arterial disease: gender differences in the 1999-2004 US National Health and Nutrition Examination Survey

journal article published in 2010

Cadmium exposure and all-cause and cardiovascular mortality in the U.S. general population

scientific article

Cadmium exposure and hypertension in the 1999-2004 National Health and Nutrition Examination Survey (NHANES)

scientific article

Calibration Model for Apnea-Hypopnea Indices: Impact of Alternative Criteria for Hypopneas

scientific article

Cardiovascular mortality risk prediction using objectively measured physical activity phenotypes in NHANES 2003–2006

scientific article published in 2022

Chronic arsenic exposure and risk of carotid artery disease: The Strong Heart Study

scientific article published on 26 May 2017

Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms

scientific article published on 24 January 2013

Comment

Correlating Subjective and Objective Sleepiness: Revisiting the Association Using Survival Analysis ⬇️

scientific article published on December 1, 2011

Corrigendum to "Statistical normalization techniques for magnetic resonance imaging" [NeuroImage: Clinical 6 (2014) 9-19].

scientific article published on 24 February 2015

Corrigendum to: Neuroconductor: an R platform for medical imaging analysis

scientific article published on 17 February 2020

Cox Models With Smooth Functional Effect of Covariates Measured With Error ⬇️

scientific article published on September 1, 2009

Cox Regression Models with Functional Covariates for Survival Data

scientific article

Daily Patterns of Physical Activity by Type 2 Diabetes Definition: Comparing Diabetes, Prediabetes, and Participants with Normal Glucose Levels in NHANES 2003-2006.

scientific article

Day-Night Activity in Hospitalized Children after Major Surgery: An Analysis of 2271 Hospital Days

scientific article published on 15 March 2019

Declining Exposures to Lead and Cadmium Contribute to Explain the Reduction of Cardiovascular Mortality in the United States Population, 1988-2004 ⬇️

scholarly article

Declining exposures to lead and cadmium contribute to explaining the reduction of cardiovascular mortality in the US population, 1988-2004.

scientific article published on 30 August 2017

Dynamic prediction in functional concurrent regression with an application to child growth

scientific article published on 11 December 2017

Dynamics of event-related causality in brain electrical activity

scientific article

Dynamics of large-scale cortical interactions at high gamma frequencies during word production: event related causality (ERC) analysis of human electrocorticography (ECoG).

scientific article

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 ⬇️

scientific article published on January 4, 2012

Effect of disease-modifying therapies on subcortical gray matter atrophy in multiple sclerosis

scientific article published on 11 February 2019

Electrocorticographic high gamma activity versus electrical cortical stimulation mapping of naming

scientific article published on 7 April 2005

Electronic devices and applications to track physical activity

scientific article published on May 2015

Epidemiology of objectively measured bedtime and chronotype in US adolescents and adults: NHANES 2003-2006.

scientific article published on 28 December 2017

Erratum to: Fast covariance estimation for sparse functional data

scholarly article published in Statistics and Computing

Estimating energy expenditure from heart rate in older adults: a case for calibration

scientific article

Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis

scientific article published on 19 May 2020

Evidence of bias in randomized clinical trials of hepatitis C interferon therapies.

scientific article

Fast Covariance Estimation for High-dimensional Functional Data

scientific article

Fast Wavelet Based Functional Models for Transcriptome Analysis with Tiling Arrays ⬇️

scientific article published on January 6, 2012

Fast covariance estimation for sparse functional data

scientific article published on 11 April 2017

Fast methods for spatially correlated multilevel functional data

scientific article

Functional principal component model for high-dimensional brain imaging

scientific article

Functional regression via variational Bayes ⬇️

scientific article published on January 1, 2011

Generalized Multilevel Functional Regression

scientific article

HIV Infection Is Associated With Variability in Ventricular Repolarization: The Multicenter AIDS Cohort Study (MACS)

scientific article published on 11 November 2019

Habitual Sleep Duration and All-Cause Mortality in a General Community Sample

scientific article published on 19 July 2016

Habitual physical activity patterns in a nationally representative sample of U.S. adults

scientific article published on 27 January 2020

Health effects of lesion localization in multiple sclerosis: spatial registration and confounding adjustment

scientific article

Hierarchical Adaptive Regression Kernels for Regression with Functional Predictors

scientific article published on January 2013

High-dimensional multivariate mediation with application to neuroimaging data

scientific article

Imaging outcome measures of neuroprotection and repair in MS: A consensus statement from NAIMS

scientific article published on 20 February 2019

Improving reliability of subject-level resting-state fMRI parcellation with shrinkage estimators

scientific article published on 28 February 2015

In vivo identification of morphologic retinal abnormalities in neuromyelitis optica

scientific article published on 20 March 2013

Influence of Lung Function and Sleep-disordered Breathing on All-Cause Mortality. A Community-based Study

scientific article

Ironing out the statistical wrinkles in "ten ironic rules".

scientific article published on 12 April 2013

Likelihood Ratio Tests for Dependent Data with Applications to Longitudinal and Functional Data Analysis

article

Likelihood-based population independent component analysis

scientific article

Longitudinal High-Dimensional Principal Components Analysis with Application to Diffusion Tensor Imaging of Multiple Sclerosis ⬇️

scientific article

Longitudinal Penalized Functional Regression for Cognitive Outcomes on Neuronal Tract Measurements ⬇️

scientific article published on January 5, 2012

Longitudinal functional principal component analysis

scientific article

Longitudinal multiple sclerosis lesion segmentation data resource

scientific article published on 8 April 2017

Longitudinal multiple sclerosis lesion segmentation: Resource and challenge.

scientific article published on 10 January 2017

Longitudinal scalar-on-functions regression with application to tractography data

scientific article

MULTILEVEL FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS.

scientific article

Macular Ganglion Cell and Inner Plexiform Layer Thickness Is More Strongly Associated With Visual Function in Multiple Sclerosis Than Bruch Membrane Opening-Minimum Rim Width or Peripapillary Retinal Nerve Fiber Layer Thicknesses

scientific article published on 01 December 2019

Matrix decomposition for modeling lesion development processes in multiple sclerosis

scientific article published on 22 April 2020

Mercury induces an unopposed inflammatory response in human peripheral blood mononuclear cells in vitro

scientific article

Microcystic macular oedema, thickness of the inner nuclear layer of the retina, and disease characteristics in multiple sclerosis: a retrospective study

scientific article published on 4 October 2012

Mixed effect Poisson log‐linear models for clinical and epidemiological sleep hypnogram data ⬇️

scientific article published on January 13, 2012

Model selection and health effect estimation in environmental epidemiology

scientific article published on July 2008

Modeling Functional Data with Spatially Heterogeneous Shape Characteristics ⬇️

scientific article published on November 3, 2011

Modeling continuous glucose monitoring (CGM) data during sleep

scientific article published on 22 May 2020

Modeling sleep fragmentation in sleep hypnograms: An instance of fast, scalable discrete-state, discrete-time analyses

scientific article published on September 2015

Modelling subject-specific childhood growth using linear mixed-effect models with cubic regression splines ⬇️

scientific article

Movelets: A dictionary of movement.

scientific article published on January 2012

Movement prediction using accelerometers in a human population ⬇️

scientific article

Multi-Site Observational Study to Assess Biomarkers for Susceptibility or Resilience to Chronic Pain: The Acute to Chronic Pain Signatures (A2CPS) Study Protocol

scientific article published in 2022

Multilevel Functional Principal Component Analysis for High-Dimensional Data

scientific article

Multilevel sparse functional principal component analysis

scientific article

Multiple sclerosis patients have a diminished serologic response to vitamin D supplementation compared to healthy controls

scientific article published on 18 August 2015

NONLINEAR TUBE-FITTING FOR THE ANALYSIS OF ANATOMICAL AND FUNCTIONAL STRUCTURES.

scientific article

Neuroconductor: an R platform for medical imaging analysis.

scientific article published on 6 January 2018

Nonparametric Signal Extraction and Measurement Error in the Analysis of Electroencephalographic Activity During Sleep

scientific article

Normalization and extraction of interpretable metrics from raw accelerometry data

scientific article

Novel metrics for growth model selection

scientific article published on 23 February 2018

OASIS is Automated Statistical Inference for Segmentation, with applications to multiple sclerosis lesion segmentation in MRI.

scientific article published on 15 March 2013

Obesity History and Daily Patterns of Physical Activity at Age 60-64 Years: Findings From the MRC National Survey of Health and Development

scientific article

Obstructive Sleep Apnea During Rapid Eye Movement Sleep and Cardiovascular Disease

scientific article published on 7 November 2017

Optical coherence tomography reflects brain atrophy in multiple sclerosis: A four-year study

scientific article

Optical coherence tomography segmentation reveals ganglion cell layer pathology after optic neuritis ⬇️

scientific article published on October 17, 2011

Organizing and analyzing the activity data in NHANES

scientific article published on 09 February 2019

Outer retinal changes following acute optic neuritis

scientific article

PItcHPERFeCT: Primary Intracranial Hemorrhage Probability Estimation using Random Forests on CT.

scientific article published on 15 February 2017

Parametrization of white matter manifold-like structures using principal surfaces

scientific article published on 18 October 2016

Penalized Functional Regression ⬇️

scientific article published on December 1, 2011

Penalized functional regression analysis of white-matter tract profiles in multiple sclerosis ⬇️

scientific article published on April 30, 2011

Physical Activity and Adiposity in a Racially Diverse Cohort of US Infants

scientific article published on 16 January 2020

Point-of-Care Lung Ultrasound Predicts Severe Disease and Death Due to COVID-19: A Prospective Cohort Study

scientific article published in 2022

Population Value Decomposition, a Framework for the Analysis of Image Populations

scientific article published on January 2011

Population-wide principal component-based quantification of blood–brain-barrier dynamics in multiple sclerosis ⬇️

scientific article published on May 23, 2011

Postcardiac arrest neurological prognostication with quantitative regional cerebral densitometry

scientific article published on 03 July 2020

Practical recommendations for population PK studies with sampling time errors

scientific article published on 24 August 2013

Predicting human movement with multiple accelerometers using movelets

scientific article

Prediction of sustained harmonic walking in the free-living environment using raw accelerometry data

scientific article published on 12 January 2018

Progressive multiple sclerosis is associated with faster and specific retinal layer atrophy

scientific article published on 13 April 2020

Quantification of multiple-sclerosis-related brain atrophy in two heterogeneous MRI datasets using mixed-effects modeling

scientific article published on 13 August 2013

Quantifying Longitudinal Patterns and Trends of Objectively Measured Physical Activity Across the Age Spectrum

Quantifying the Predictive Performance of Objectively Measured Physical Activity on Mortality in the UK Biobank

scientific article published on 30 September 2020

Quantifying the Varying Predictive Value of Physical Activity Measures Obtained from Wearable Accelerometers on All-Cause Mortality over Short to Medium Time Horizons in NHANES 2003-2006

scientific article published on 22 December 2020

Quantifying the lifetime circadian rhythm of physical activity: a covariate-dependent functional approach

scientific article published on 30 October 2014

Quantitative Intracerebral Hemorrhage Localization.

scientific article

Real-time Mobile Monitoring of the Dynamic Associations Among Motor Activity, Energy, Mood, and Sleep in Adults With Bipolar Disorder

scientific article published on 01 February 2019

Reduced kidney function as a risk factor for incident heart failure: the atherosclerosis risk in communities (ARIC) study

scientific article

Rejoinder

Relating multi-sequence longitudinal intensity profiles and clinical covariates in incident multiple sclerosis lesions

scientific article published on 11 November 2015

Relationships between retinal axonal and neuronal measures and global central nervous system pathology in multiple sclerosis

scientific article

Removing inter-subject technical variability in magnetic resonance imaging studies

scientific article

Reporting of R2 Statistics for Mixed-Effects Regression Models

scientific article published on 01 April 2019

Reproducibility and Bias in Healthy Brain Segmentation: Comparison of Two Popular Neuroimaging Platforms

scientific article

Retinal measurements predict 10-year disability in multiple sclerosis

scientific article published on 19 January 2019

Rxnat: An Open-Source R Package for XNAT-Based Repositories

scientific article published on 09 November 2020

Short-term variability in measures of glycemia and implications for the classification of diabetes

scientific article published in July 2007

Shrinkage prediction of seed-voxel brain connectivity using resting state fMRI.

scientific article

Simple fixed-effects inference for complex functional models.

scientific article published on 25 June 2017

Sleep-disordered breathing and caffeine consumption: results of a community-based study

scientific article

Smooth Scalar-on-Image Regression via Spatial Bayesian Variable Selection

scientific article published on January 2014

Soft Null Hypotheses: A Case Study of Image Enhancement Detection in Brain Lesions

scientific article published on 10 May 2016

Statistical normalization techniques for magnetic resonance imaging

scientific article

Stride variability measures derived from wrist- and hip-worn accelerometers

scientific article published on 30 November 2016

Structured functional principal component analysis

scientific article

Testing differentially expressed genes in dose-response studies and with ordinal phenotypes

scientific article published on 01 June 2016

The Impact of Utilizing Different Optical Coherence Tomography Devices for Clinical Purposes and in Multiple Sclerosis Trials ⬇️

scientific article published on August 11, 2011

The NAIMS cooperative pilot project: Design, implementation and future directions

scientific article

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

scientific article published on 28 August 2019

The upstrap

scientific article published on 01 April 2020

Two-stage decompositions for the analysis of functional connectivity for fMRI with application to Alzheimer's disease risk

scientific article

Two-way principal component analysis for matrix-variate data, with an application to functional magnetic resonance imaging data

scientific article

Urine arsenic concentrations and species excretion patterns in American Indian communities over a 10-year period: the Strong Heart Study

scientific article

Using Heart Rate and Accelerometry to Define Quantity and Intensity of Daily Physical Activity in Older Adults

scientific article published on 2 March 2018

Validated automatic brain extraction of head CT images

scientific article published on 7 April 2015

Validation of gait characteristics extracted from raw accelerometry during walking against measures of physical function, mobility, fatigability, and fitness

scientific article

Variability and Misclassification of Sleep Apnea Severity Based on Multi-Night Testing

scientific article published on 17 February 2020

Variable-Domain Functional Principal Component Analysis

scholarly article

Variable-Domain Functional Regression for Modeling ICU Data

scientific article

Visual Pathway Measures are Associated with Neuropsychological Function in Multiple Sclerosis.

scientific article published on 10 April 2018

brainR: Interactive 3 and 4D Images of High Resolution Neuroimage Data

scientific article

fslr: Connecting the FSL Software with R

scientific article

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