Detecting multivariate differentially expressed genes

Authors: R. Nilsson, J. M. Peña, J. Björkegren, J. Tegnér
Breast neoplasms Diabetes Mellitus Gene expression regulation Multivariate analysis Protein array analysis

Human C-reactive protein slows atherosclerosis development in a mouse model with human-like hypercholesterolemia

Authors: A. Kovacs, P. Tornvall, R. Nilsson, J. Tegnér, A. Hamsten, J. Björkegren
Acute-phase protein Apolipoprotein B100 Coronary artery disease Low-density lipoprotein Plaques

Fronto-parietal connection asymmetry regulates working memory distractibility

Authors: F. Edin, T. Klingberg, J. Stödberg, J. Tegnér
Computational neuroscience Connectivity Cortico-cortical interactions Directed transfer function Distractibility EEG Frontal cortex Neuronal circuits Parietal cortex Working memory

Perturbations to uncover gene networks

Authors: J. Tegnér, J. Björkegren
Algorithms Computational Biology Gene Regulatory Networks Genomics Research design Systems theory

Consistent feature selection for pattern recognition in polynomial time

Year:2007 ISSN:15324435
Authors: R. Nilsson, J.M., Peña, J. Björkegren, J. Tegnér
Bioinformatics Classification Learning theory Markov blanket Relevance

Neuronal firing rates account for distractor effects on mnemonic accuracy in a visuo-spatial working memory task

Authors: J. Macoveanu, T. Klingberg, J. Tegnér
Action potentials Memory Nerve net Space perception Visual perception

Stronger synaptic connectivity as a mechanism behind development of working memory-related brain activity during childhood

Authors: F. Edin, J. Macoveanu, P. Olesen, J. Tegnér, T. Klingberg
Adolescent Brain mapping Child development Computer simulation Magnetic resonance imaging

​Towards scalable and data efficient learning of Markov Boundaries

Authors: J. M. Peña, R. Nilsson, J. Björkegren, J. Tegnér
Bayesian networks Classification Feature subset selection

Brain activity related to working memory and distraction in children and adults

Authors: P. Olsen, J. Macoveanu, J. Tegnér, T. Klingberg
Development Dorsolateral Event related fMRI Prefrontal Visuospatial

Multi-organ whole-genome measurements and reverse engineering to uncover gene networks underlying complex traits

Authors: J. Tegnér, J. Skogsberg, J. Björkegren
Computational modeling Coronary atherosclerosis Global gene expression Individualized medicine Multicellular disease

Systembiologin ger möjlighet att förstå komplex sjukdom i detalj

Year:2007 ISSN:00237205
Authors: J. Björkegren, J. Tegnér
Atherosclerosis Gene expression Gene Regulatory Networks Genetic screening Genome Systems biology

Learning and validating Bayesian network models of genetic regulatory networks

Authors: J. M. Peña, J. Björkegren, J. Tegnér
Bayesian network Genetic regulatory networks

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