Cargando…

Random Projection for Fast and Efficient Multivariate Correlation Analysis of High-Dimensional Data: A New Approach

In recent years, the advent of great technological advances has produced a wealth of very high-dimensional data, and combining high-dimensional information from multiple sources is becoming increasingly important in an extending range of scientific disciplines. Partial Least Squares Correlation (PLS...

Descripción completa

Detalles Bibliográficos
Autores principales:	Grellmann, Claudia, Neumann, Jane, Bitzer, Sebastian, Kovacs, Peter, Tönjes, Anke, Westlye, Lars T., Andreassen, Ole A., Stumvoll, Michael, Villringer, Arno, Horstmann, Annette
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2016
Materias:	Genetics
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4894907/ https://www.ncbi.nlm.nih.gov/pubmed/27375677 http://dx.doi.org/10.3389/fgene.2016.00102

Ejemplares similares

Common Genetic Variation near MC4R Has a Sex-Specific Impact on Human Brain Structure and Eating Behavior
por: Horstmann, Annette, et al.
Publicado: (2013)

Genetic variants in AKR1B10 associate with human eating behavior
por: Rohde, Kerstin, et al.
Publicado: (2015)

Body weight status, eating behavior, sensitivity to reward/punishment, and gender: relationships and interdependencies
por: Dietrich, Anja, et al.
Publicado: (2014)

(Epi)genetic regulation of CRTC1 in human eating behaviour and fat distribution
por: Rohde, Kerstin, et al.
Publicado: (2019)

Iowa Gambling Task: There is More to Consider than Long-Term Outcome. Using a Linear Equation Model to Disentangle the Impact of Outcome and Frequency of Gains and Losses
por: Horstmann, Annette, et al.
Publicado: (2012)

Corrigendum: Iowa gambling task: there is more to consider than long-term outcome. Using a linear equation model to disentangle the impact of outcome and frequency of gains and losses
por: Horstmann, Annette, et al.
Publicado: (2013)

The role of rs2237781 within GRM8 in eating behavior
por: Gast, Marie-Therese, et al.
Publicado: (2013)

Is it Worth the Effort? Novel Insights into Obesity-Associated Alterations in Cost-Benefit Decision-Making
por: Mathar, David, et al.
Publicado: (2016)

Dopamine release, diffusion and uptake: A computational model for synaptic and volume transmission
por: Wiencke, Kathleen, et al.
Publicado: (2020)

Eating Behaviour in the General Population: An Analysis of the Factor Structure of the German Version of the Three-Factor-Eating-Questionnaire (TFEQ) and Its Association with the Body Mass Index
por: Löffler, Antje, et al.
Publicado: (2015)

Altered monetary loss processing and reinforcement-based learning in individuals with obesity
por: Kube, Jana, et al.
Publicado: (2017)

Obesity-Related Differences between Women and Men in Brain Structure and Goal-Directed Behavior
por: Horstmann, Annette, et al.
Publicado: (2011)

Statistical Properties of Multivariate Distance Matrix Regression for High-Dimensional Data Analysis
por: Zapala, Matthew A., et al.
Publicado: (2012)

Physical exercise in overweight to obese individuals induces metabolic- and neurotrophic-related structural brain plasticity
por: Mueller, Karsten, et al.
Publicado: (2015)

Eigenvector Centrality Mapping for Analyzing Connectivity Patterns in fMRI Data of the Human Brain
por: Lohmann, Gabriele, et al.
Publicado: (2010)

Multivariate Information Fusion With Fast Kernel Learning to Kernel Ridge Regression in Predicting LncRNA-Protein Interactions
por: Shen, Cong, et al.
Publicado: (2019)

Unhealthy yet Avoidable—How Cognitive Bias Modification Alters Behavioral and Brain Responses to Food Cues in Individuals with Obesity
por: Mehl, Nora, et al.
Publicado: (2019)

Adipokine Pattern in Subjects with Impaired Fasting Glucose and Impaired Glucose Tolerance in Comparison to Normal Glucose Tolerance and Diabetes
por: Tönjes, Anke, et al.
Publicado: (2010)

Insulin Resistance Is Associated with Reduced Food Odor Sensitivity across a Wide Range of Body Weights
por: Poessel, Maria, et al.
Publicado: (2020)

Exenatide-Induced Reduction in Energy Intake Is Associated With Increase in Hypothalamic Connectivity
por: Schlögl, Haiko, et al.
Publicado: (2013)

Multivariate Analysis of Functional Metagenomes
por: Dinsdale, Elizabeth A., et al.
Publicado: (2013)

Transcript co-variance with Nestin in two mouse genetic reference populations identifies Lef1 as a novel candidate regulator of neural precursor cell proliferation in the adult hippocampus
por: Ashbrook, David G., et al.
Publicado: (2014)

Sex-Dependent Influences of Obesity on Cerebral White Matter Investigated by Diffusion-Tensor Imaging
por: Mueller, Karsten, et al.
Publicado: (2011)

Causal Effect of Age at Menarche on the Risk for Depression: Results From a Two-Sample Multivariable Mendelian Randomization Study
por: Hirtz, Raphael, et al.
Publicado: (2022)

A Fast Multi-Locus Ridge Regression Algorithm for High-Dimensional Genome-Wide Association Studies
por: Zhang, Jin, et al.
Publicado: (2021)

Focal Retrograde Amnesia: Voxel-Based Morphometry Findings in a Case without MRI Lesions
por: Sehm, Bernhard, et al.
Publicado: (2011)

FAST: FAST Analysis of Sequences Toolbox
por: Lawrence, Travis J., et al.
Publicado: (2015)

Reduced Olfactory Bulb Volume in Obesity and Its Relation to Metabolic Health Status
por: Poessel, Maria, et al.
Publicado: (2020)

Diminished reinforcement sensitivity in adolescence is associated with enhanced response switching and reduced coding of choice probability in the medial frontal pole
por: Waltmann, Maria, et al.
Publicado: (2023)

Serum Levels of Acylcarnitines Are Altered in Prediabetic Conditions
por: Mai, Manuel, et al.
Publicado: (2013)

Adipokines as Clinically Relevant Therapeutic Targets in Obesity
por: Würfel, Marleen, et al.
Publicado: (2023)

The impact of oxytocin administration on brain activity: a systematic review and meta-analysis protocol
por: Quintana, Daniel S., et al.
Publicado: (2016)

Bayesian Methods for Multivariate Modeling of Pleiotropic SNP Associations and Genetic Risk Prediction
por: Hartley, Stephen W., et al.
Publicado: (2012)

An Adaptive Multivariate Two-Sample Test With Application to Microbiome Differential Abundance Analysis
por: Banerjee, Kalins, et al.
Publicado: (2019)

Marker Selection in Multivariate Genomic Prediction Improves Accuracy of Low Heritability Traits
por: Klápště, Jaroslav, et al.
Publicado: (2020)

Heart Failure and Ischemic Stroke: A Bidirectional and Multivariable Mendelian Randomization Study
por: Zhang, Luyang, et al.
Publicado: (2021)

Distinct multivariate brain morphological patterns and their added predictive value with cognitive and polygenic risk scores in mental disorders
por: Doan, Nhat Trung, et al.
Publicado: (2017)

Analyzing the link between anxiety and eating behavior as a potential pathway to eating-related health outcomes
por: Hussenoeder, Felix S., et al.
Publicado: (2021)

Determining Genetic Causal Variants Through Multivariate Regression Using Mixture Model Penalty
por: Sundar, V. S., et al.
Publicado: (2018)

A Generic Multivariate Framework for the Integration of Microbiome Longitudinal Studies With Other Data Types
por: Bodein, Antoine, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_9bshlouqdrnqvpnq64hdgasro5