A baseline for the multivariate comparison of resting-state networks.
Front Syst Neurosci. 2011.
PMID: 21442040
Free PMC article.
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A baseline for the multivariate comparison of resting-state networks.
Front Syst Neurosci. 2011 Feb 4;5:2. doi: 10.3389/fnsys.2011.00002. eCollection 2011.
Front Syst Neurosci. 2011.
PMID: 21442040
Free PMC article.
We demonstrate the utility of this mega-analytic approach by identifying the effects of age and gender on the resting-state networks (RSNs) of 603 healthy adolescents and adults (mean age: 23.4 years, range: 12-71 years). ...Gender effects were of smaller mag …
We demonstrate the utility of this mega-analytic approach by identifying the effects of age and gender on the resting-state …
Investigating the BOLD spectral power of the intrinsic connectivity networks in fibromyalgia patients: A resting-state fMRI study.
Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:497-500. doi: 10.1109/EMBC.2017.8036870.
Annu Int Conf IEEE Eng Med Biol Soc. 2017.
PMID: 29059918
Free PMC article.
Recent advances in multivariate statistical analysis of blood oxygen level dependent (BOLD) functional magnetic resonance imaging (fMRI) have provided novel insights into the network organization of the human brain. ...Relative to controls, patients with fibromyalgi …
Recent advances in multivariate statistical analysis of blood oxygen level dependent (BOLD) functional magnetic resonance imaging (fM …
A multivariate neuroimaging biomarker of individual outcome to transcranial magnetic stimulation in depression.
Hum Brain Mapp. 2019 Nov 1;40(16):4618-4629. doi: 10.1002/hbm.24725. Epub 2019 Jul 22.
Hum Brain Mapp. 2019.
PMID: 31332903
Free PMC article.
However, the heterogeneity of response underscores a pressing need for biomarkers of treatment outcome. We acquired resting state functional magnetic resonance imaging (rsfMRI) data in 47 MDD individuals prior to 5-8 weeks of rTMS treatment targeted using the F3 bea …
However, the heterogeneity of response underscores a pressing need for biomarkers of treatment outcome. We acquired resting state …
Capturing heterogeneous group differences using mixture-of-experts: Application to a study of aging.
Neuroimage. 2016 Jan 15;125:498-514. doi: 10.1016/j.neuroimage.2015.10.045. Epub 2015 Oct 23.
Neuroimage. 2016.
PMID: 26525656
Free PMC article.
We validated our model using multiple simulation scenarios and performance measures. We applied this method to resting state functional MRI data from the Baltimore Longitudinal Study of Aging, to investigate heterogeneous effects of aging on brain function in cognit …
We validated our model using multiple simulation scenarios and performance measures. We applied this method to resting state f …
Serotonergic and cholinergic modulation of functional brain connectivity: A comparison between young and older adults.
Neuroimage. 2018 Apr 1;169:312-322. doi: 10.1016/j.neuroimage.2017.12.035. Epub 2017 Dec 16.
Neuroimage. 2018.
PMID: 29258890
Free article.
Clinical Trial.
To advance our understanding of how aging modifies specific neural circuitries, we examined serotonergic and cholinergic stimulation with resting state functional magnetic resonance imaging (RS-fMRI) in young and older adults. ...Group treatment interaction effects …
To advance our understanding of how aging modifies specific neural circuitries, we examined serotonergic and cholinergic stimulation with …
Time related effects on functional brain connectivity after serotonergic and cholinergic neuromodulation.
Hum Brain Mapp. 2017 Jan;38(1):308-325. doi: 10.1002/hbm.23362. Epub 2016 Sep 13.
Hum Brain Mapp. 2017.
PMID: 27622387
Free PMC article.
Clinical Trial.
Within-group comparisons of voxelwise functional connectivity with 10 functional networks were examined (P < 0.05, FWE-corrected) using a non-parametric multivariate approach with cerebrospinal fluid, white matter, heart rate, and baseline measureme
…Within-group comparisons of voxelwise functional connectivity with 10 functional networks were examined (P < 0.05, FWE-corr
…
Cognitive remediation therapy modulates intrinsic neural activity in patients with major depression.
Psychol Med. 2020 Oct;50(14):2335-2345. doi: 10.1017/S003329171900240X. Epub 2019 Sep 16.
Psychol Med. 2020.
PMID: 31524112
Univariate methods were used to address regionally-specific effects, and a multivariate data analysis strategy was employed to investigate functional network strength (FNS). RESULTS: MDD patients significantly improved in cognitive function after CRT. Baseline …
Univariate methods were used to address regionally-specific effects, and a multivariate data analysis strategy was employed to invest …
Immediate Postoperative Pelvic Organ Prolapse Quantification Measures and 2-Year Risk of Prolapse Recurrence.
Obstet Gynecol. 2020 Oct;136(4):792-801. doi: 10.1097/AOG.0000000000004043.
Obstet Gynecol. 2020.
PMID: 32925609
Free PMC article.
Descriptive statistics assessed relationships between postprocedure POP-Q measures and these four outcomes. Multivariable models were fit to the data to control for baseline differences in bivariate comparisons. ...Bivariate analyses identified age, body mass …
Descriptive statistics assessed relationships between postprocedure POP-Q measures and these four outcomes. Multivariable models were …
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