Significance of risk polymorphisms for depression depends on stress exposure

X Gonda, G Hullam, P Antal, N Eszlari, P Petschner… - Scientific reports, 2018 - nature.com
Depression is a polygenic and multifactorial disorder where environmental effects exert a
significant impact, yet most genetic studies do not consider the effect of stressors which may …

[HTML][HTML] Effects of IL1B single nucleotide polymorphisms on depressive and anxiety symptoms are determined by severity and type of life stress

D Kovacs, N Eszlari, P Petschner, D Pap, S Vas… - Brain, behavior, and …, 2016 - Elsevier
Interleukin-1β is one of the main mediators in the cross-talk between the immune system
and the central nervous system. Higher interleukin-1β levels are found in mood spectrum …

Bayesian systems-based genetic association analysis with effect strength estimation and omic wide interpretation: a case study in rheumatoid arthritis

G Hullám, A Gézsi, A Millinghoffer, P Sárközy… - … Research: Methods and …, 2014 - Springer
Rich dependency structures are often formed in genetic association studies between the
phenotypic, clinical, and environmental descriptors. These descriptors may not be …

Structural and parametric uncertainties in full Bayesian and graphical lasso based approaches: Beyond edge weights in psychological networks

G Hullam, G Juhasz, B Deakin… - 2017 IEEE Conference …, 2017 - ieeexplore.ieee.org
Uncertainty over model structures poses a challenge for many approaches exploring effect
strength parameters at system-level. Monte Carlo methods for full Bayesian model …

Towards a Bayesian Decision Theoretic Analysis of Contextual Effect Modifiers

G Hullam, P Antal - … Graphical Models: 7th European Workshop, PGM …, 2014 - Springer
Relevance measures based on parametric and structural properties of Bayesian networks
can be utilized to characterize predictors and their interactions. The advantage of the …

[PDF][PDF] Hatóanyagok és terápiás célpontok vizsgálata adatmérnöki eszközökkel

TG Botond - core.ac.uk
Az új évezred valóban egy új korszakot is nyitott számos tudományos, technológiai és
gazdasági területen. A nyugati társadalmak öregedésének egészségügyi kiadásai évtizedek …

[PDF][PDF] Hatóanyagok és terápiás célpontok vizsgálata adatmérnöki eszközökkel

G Temesi - 2015 - repo.lib.semmelweis.hu
Az új évezred valóban egy új korszakot is nyitott számos tudományos, technológiai és
gazdasági területen. A nyugati társadalmak öregedésének egészségügyi kiadásai évtizedek …

Towards a Bayesian Decision Theoretic Analysis

G Hullam, P Antal - … Models: 7th European Workshop, PGM 2014 …, 2014 - books.google.com
Relevance measures based on parametric and structural properties of Bayesian networks
can be utilized to characterize predictors and their interactions. The advantage of the …