Search Results - "Williams, Lynne J"

Partial least squares methods: partial least squares correlation and partial least square regression by Abdi, Hervé, Williams, Lynne J

“…Partial least square (PLS) methods (also sometimes called projection to latent structures) relate the information present in two data tables that collect…”
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Principal component analysis by Abdi, Hervé, Williams, Lynne J.

“…Principal component analysis (PCA) is a multivariate technique that analyzes a data table in which observations are described by several inter‐correlated…”
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Multiple factor analysis: principal component analysis for multitable and multiblock data sets by Abdi, Hervé, Williams, Lynne J., Valentin, Domininique

“…Multiple factor analysis (MFA, also called multiple factorial analysis) is an extension of principal component analysis (PCA) tailored to handle multiple data…”
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Comparison of CPU and GPU bayesian estimates of fibre orientations from diffusion MRI by Kim, Danny H C, Williams, Lynne J, Hernandez-Fernandez, Moises, Bjornson, Bruce H

“…The correct estimation of fibre orientations is a crucial step for reconstructing human brain tracts. Bayesian Estimation of Diffusion Parameters Obtained…”
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The survey of autobiographical memory (SAM): A novel measure of trait mnemonics in everyday life by Palombo, Daniela J., Williams, Lynne J., Abdi, Hervé, Levine, Brian

“…Compared to the abundance of laboratory-based memory tasks, few measures exist to assess self-reported memory function. This need is particularly important for…”
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Learning, neural plasticity and sensitive periods: implications for language acquisition, music training and transfer across the lifespan by White, Erin J, Hutka, Stefanie A, Williams, Lynne J, Moreno, Sylvain

“…Sensitive periods in human development have often been proposed to explain age-related differences in the attainment of a number of skills, such as a second…”
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Partial Least Squares (PLS) methods for neuroimaging: A tutorial and review by Krishnan, Anjali, Williams, Lynne J., McIntosh, Anthony Randal, Abdi, Hervé

“…Partial Least Squares (PLS) methods are particularly suited to the analysis of relationships between measures of brain activity and of behavior or experimental…”
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Effect of age on variability in the production of text-based global inferences by Williams, Lynne J, Dunlop, Joseph P, Abdi, Hervé

“…As we age, our differences in cognitive skills become more visible, an effect especially true for memory and problem solving skills (i.e., fluid intelligence)…”
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Analysis of regional cerebral blood flow data to discriminate among Alzheimer's disease, frontotemporal dementia, and elderly controls: a multi-block barycentric discriminant analysis (MUBADA) methodology by Abdi, Hervé, Williams, Lynne J, Beaton, Derek, Posamentier, Mette T, Harris, Thomas S, Krishnan, Anjali, Devous, Sr, Michael D

“…We present a generalization of mean-centered partial least squares correlation called multiblock barycentric discriminant analysis (MUBADA) that integrates…”
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Advanced neuroimaging: A window into the neural correlates of fetal programming related to prenatal exposure to maternal depression and SSRIs by Rotem-Kohavi, Naama, Williams, Lynne J., Oberlander, Tim F.

“…Fetal programming is a conceptual framework whereby the in utero environment shapes the offspring's neurodevelopment. Maternal depression and treatment with…”
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Warped rhythms: Epileptic activity during critical periods disrupts the development of neural networks for human communication by Reh, Rebecca, Williams, Lynne J., Todd, Rebecca M., Ward, Lawrence M.

“…It is well established that temporal lobe epilepsy—the most common and well-studied form of epilepsy—can impair communication by disrupting social-emotional…”
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How to compute reliability estimates and display confidence and tolerance intervals for pattern classifiers using the Bootstrap and 3-way multidimensional scaling (DISTATIS) by Abdi, Hervé, Dunlop, Joseph P., Williams, Lynne J.

“…When used to analyze brain imaging data, pattern classifiers typically produce results that can be interpreted as a measure of discriminability or as a…”
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Prenatal antidepressant exposure and sex differences in neonatal corpus callosum microstructure by Campbell, Kayleigh S. J., Williams, Lynne J., Bjornson, Bruce H., Weik, Ella, Brain, Ursula, Grunau, Ruth E., Miller, Steven P., Oberlander, Tim F.

“…Prenatal exposure to selective serotonin reuptake inhibitor (SSRI) antidepressants may influence white matter (WM) development, as previous studies report…”
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Hub distribution of the brain functional networks of newborns prenatally exposed to maternal depression and SSRI antidepressants by Rotem‐Kohavi, Naama, Williams, Lynne J., Muller, Angela M., Abdi, Hervé, Virji‐Babul, Naznin, Bjornson, Bruce H., Brain, Ursula, Werker, Janet F., Grunau, Ruth E., Miller, Steven P., Oberlander, Tim F.

“…Background Prenatal maternal depression (PMD) and selective serotonin reuptake inhibitor (SSRI) antidepressants are associated with increased developmental…”
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STATIS and DISTATIS: optimum multitable principal component analysis and three way metric multidimensional scaling by Abdi, Hervé, Williams, Lynne J., Valentin, Domininique, Bennani-Dosse, Mohammed

“…STATIS is an extension of principal component analysis (PCA) tailored to handle multiple data tables that measure sets of variables collected on the same…”
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Exploring salivary biomarkers and swallowing perceptions in Sjogren's syndrome: A case–control feasibility study by Letawsky, Veronica H., Holman, Parker J., Nguyen, Caroline T., Dawson, Camilla, Weinberg, Joanne, Williams, Lynne J., Skoretz, Stacey A.

“…Background The autoimmune disease Sjogren's syndrome (SS) is often characterized by salivary changes that may affect swallowing. No known study has…”
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A Tutorial on Multiblock Discriminant Correspondence Analysis (MUDICA): A New Method for Analyzing Discourse Data from Clinical Populations by Williams, Lynne J, Abdi, Herve, French, Rebecca, Orange, Joseph B

“…Purpose: In communication disorders research, clinical groups are frequently described based on patterns of performance, but researchers often study only a few…”
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Alterations in Resting-State Networks Following In Utero Selective Serotonin Reuptake Inhibitor Exposure in the Neonatal Brain by Rotem-Kohavi, Naama, Williams, Lynne J., Virji-Babul, Naznin, Bjornson, Bruce H., Brain, Ursula, Werker, Janet F., Grunau, Ruth E., Miller, Steven P., Oberlander, Tim F.

“…Selective serotonin reuptake inhibitors (SSRIs) are commonly used to treat depression during pregnancy. SSRIs cross the placenta, inhibit serotonin reuptake,…”
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Effective Cancer Immunotherapy – Are We There Yet? by Williams, J. Lynne, Kashat, Evon

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Cancer stem cells by Williams, J Lynne

“…The cancer stem cell (CSC) hypothesis has had a major effect on the fields of cancer cell biology and clinical oncology. CSCs were originally described in…”
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