Search Results - "Brian Caffo"

Modular preprocessing pipelines can reintroduce artifacts into fMRI data by Lindquist, Martin A., Geuter, Stephan, Wager, Tor D., Caffo, Brian S.

“…The preprocessing pipelines typically used in both task and resting‐state functional magnetic resonance imaging (rs‐fMRI) analysis are modular in nature: They…”
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Sleep-disordered breathing and mortality: a prospective cohort study by Punjabi, Naresh M, Caffo, Brian S, Goodwin, James L, Gottlieb, Daniel J, Newman, Anne B, O'Connor, George T, Rapoport, David M, Redline, Susan, Resnick, Helaine E, Robbins, John A, Shahar, Eyal, Unruh, Mark L, Samet, Jonathan M

“…Sleep-disordered breathing is a common condition associated with adverse health outcomes including hypertension and cardiovascular disease. The overall…”
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Multimodal neuroimaging data integration and pathway analysis by Zhao, Yi, Li, Lexin, Caffo, Brian S.

“…With advancements in technology, the collection of multiple types of measurements on a common set of subjects is becoming routine in science. Some notable…”
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Longitudinal regression of covariance matrix outcomes by Zhao, Yi, Caffo, Brian S, Luo, Xi

“…In this study, a longitudinal regression model for covariance matrix outcomes is introduced. The proposal considers a multilevel generalized linear model for…”
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Reduction of motion-related artifacts in resting state fMRI using aCompCor by Muschelli, John, Nebel, Mary Beth, Caffo, Brian S., Barber, Anita D., Pekar, James J., Mostofsky, Stewart H.

“…Recent studies have illustrated that motion-related artifacts remain in resting-state fMRI (rs-fMRI) data even after common corrective processing procedures…”
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Sparse principal component based high-dimensional mediation analysis by Zhao, Yi, Lindquist, Martin A., Caffo, Brian S.

“…Causal mediation analysis aims to quantify the intermediate effect of a mediator on the causal pathway from treatment to outcome. When dealing with multiple…”
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Ten Simple Rules for Effective Statistical Practice by Kass, Robert E, Caffo, Brian S, Davidian, Marie, Meng, Xiao-Li, Yu, Bin, Reid, Nancy

“…[...]if the data were in a table, as for microarray gene expression data, they might look for a method by asking, "Which test should I use?" while a more…”
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Reproducibility and Temporal Structure in Weekly Resting-State fMRI over a Period of 3.5 Years by Choe, Ann S, Jones, Craig K, Joel, Suresh E, Muschelli, John, Belegu, Visar, Caffo, Brian S, Lindquist, Martin A, van Zijl, Peter C M, Pekar, James J

“…Resting-state functional MRI (rs-fMRI) permits study of the brain's functional networks without requiring participants to perform tasks. Robust changes in such…”
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Improved state change estimation in dynamic functional connectivity using hidden semi-Markov models by Shappell, Heather, Caffo, Brian S., Pekar, James J., Lindquist, Martin A.

“…The study of functional brain networks has grown rapidly over the past decade. While most functional connectivity (FC) analyses estimate one static network…”
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Resting brain activity in disorders of consciousness: A systematic review and meta-analysis by Hannawi, Yousef, Lindquist, Martin A, Caffo, Brian S, Sair, Haris I, Stevens, Robert D

“…OBJECTIVE:To quantitatively synthesize results from neuroimaging studies that evaluated patterns of resting functional activity in patients with disorders of…”
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Phase-locking of resting-state brain networks with the gastric basal electrical rhythm by Choe, Ann S, Tang, Bohao, Smith, Kimberly R, Honari, Hamed, Lindquist, Martin A, Caffo, Brian S, Pekar, James J

“…A network of myenteric interstitial cells of Cajal in the corpus of the stomach serves as its "pacemaker", continuously generating a ca 0.05 Hz electrical slow…”
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Comparing test-retest reliability of dynamic functional connectivity methods by Choe, Ann S., Nebel, Mary Beth, Barber, Anita D., Cohen, Jessica R., Xu, Yuting, Pekar, James J., Caffo, Brian, Lindquist, Martin A.

“…Due to the dynamic, condition-dependent nature of brain activity, interest in estimating rapid functional connectivity (FC) changes that occur during…”
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B‐value and empirical equivalence bound: A new procedure of hypothesis testing by Zhao, Yi, Caffo, Brian S., Ewen, Joshua B.

“…In this study, we propose a two‐stage procedure for hypothesis testing, where the first stage is conventional hypothesis testing and the second is an…”
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Template Independent Component Analysis: Targeted and Reliable Estimation of Subject-level Brain Networks Using Big Data Population Priors by Mejia, Amanda F., Nebel, Mary Beth, Wang, Yikai, Caffo, Brian S., Guo, Ying

“…Large brain imaging databases contain a wealth of information on brain organization in the populations they target, and on individual variability. While such…”
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Mixed effect machine learning: A framework for predicting longitudinal change in hemoglobin A1c by Ngufor, Che, Van Houten, Holly, Caffo, Brian S., Shah, Nilay D., McCoy, Rozalina G.

“…[Display omitted] •Integrate random effects into standard machine learning algorithms.•Framework for longitudinal supervised learning with common machine…”
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Covariate Assisted Principal regression for covariance matrix outcomes by Zhao, Yi, Wang, Bingkai, Mostofsky, Stewart H, Caffo, Brian S, Luo, Xi

“…In this study, we consider the problem of regressing covariance matrices on associated covariates. Our goal is to use covariates to explain variation in…”
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Disruption of functional organization within the primary motor cortex in children with autism by Nebel, Mary Beth, Joel, Suresh E., Muschelli, John, Barber, Anita D., Caffo, Brian S., Pekar, James J., Mostofsky, Stewart H.

“…Accumulating evidence suggests that motor impairments are prevalent in autism spectrum disorder (ASD), relate to the social and communicative deficits at the…”
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Autism Symptom Presentation and Hierarchical Models of Intelligence by Levine, Michael A, Chen, Huan, Wodka, Ericka L, Caffo, Brian S, Ewen, Joshua B

“…There is a substantial history studying the relationship between general intelligence and the core symptoms of autism. However, a gap in knowledge is how…”
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Perioperative Mortality and Long-term Survival Following Live Kidney Donation by Segev, Dorry L, Muzaale, Abimereki D, Caffo, Brian S, Mehta, Shruti H, Singer, Andrew L, Taranto, Sarah E, McBride, Maureen A, Montgomery, Robert A

“…CONTEXT More than 6000 healthy US individuals every year undergo nephrectomy for the purposes of live donation; however, safety remains in question because…”
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High-dimensional multivariate mediation with application to neuroimaging data by Chén, Oliver Y, Crainiceanu, Ciprian, Ogburn, Elizabeth L, Caffo, Brian S, Wager, Tor D, Lindquist, Martin A

“…SUMMARY Mediation analysis is an important tool in the behavioral sciences for investigating the role of intermediate variables that lie in the path between a…”
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