| Brain galanin system genes interact with life stresses in depression-related phenotypes G Juhasz, G Hullam, N Eszlari, X Gonda, P Antal, IM Anderson, ... Proceedings of the National Academy of Sciences 111 (16), E1666-E1673, 2014 | 122 | 2014 |
| Evaluation of a partial genome screening of two asthma susceptibility regions using bayesian network based bayesian multilevel analysis of relevance I Ungvári, G Hullám, P Antal, PS Kiszel, A Gézsi, É Hadadi, V Virág, ... PLoS One 7 (3), e33573, 2012 | 65 | 2012 |
| A Bayesian view of challenges in feature selection: multilevel analysis, feature aggregation, multiple targets, redundancy and interaction P Antal, A Millinghoffer, G Hullám, FA Szalai Cs JMLR Workshop and Conference Proceedings 4, 74-89, 2008 | 61* | 2008 |
| A Bayesian View of Challenges in Feature Selection: Multilevel Analysis, Feature Aggregation, Multiple Targets, Redundancy and Interaction P Antal, A Millinghoffer, G Hullám, C Szalai, A Falus | 61* | |
| Roles of Genetic Polymorphisms in the Folate Pathway in Childhood Acute Lymphoblastic Leukemia Evaluated by Bayesian Relevance and Effect Size Analysis O Lautner-Csorba, A Gézsi, DJ Erdélyi, G Hullám, P Antal, ÁF Semsei, ... PloS one 8 (8), e69843, 2013 | 56 | 2013 |
| Variability in the Effect of 5-HTTLPR on Depression in a Large European Population: The Role of Age, Symptom Profile, Type and Intensity of Life Stressors. G Juhasz, X Gonda, G Hullam, N Eszlari, D Kovacs, J Lazary, D Pap, ... PloS one 10 (3), e0116316, 2015 | 45 | 2015 |
| Non-synonymous single nucleotide polymorphisms in genes for immunoregulatory galectins: Association of galectin-8 (F19Y) occurrence with autoimmune diseases in a Caucasian … Z Pál, P Antal, SK Srivastava, G Hullám, ÁF Semsei, J Gál, M Svébis, ... Biochimica et Biophysica Acta (BBA)-General Subjects 1820 (10), 1512-1518, 2012 | 40 | 2012 |
| Learning Complex Bayesian Network Features for Classification. P Antal, A Gézsi, G Hullám, A Millinghoffer Probabilistic Graphical Models, 9-16, 2006 | 28 | 2006 |
| A novel galectin-1 and interleukin 2 receptor β haplotype is associated with autoimmune myasthenia gravis Z Pál, P Antal, A Millinghoffer, G Hullám, K Pálóczi, S Tóth, HJ Gabius, ... Journal of Neuroimmunology 229 (1), 107-111, 2010 | 23 | 2010 |
| Evaluation of a Bayesian model-based approach in GA studies. G Hullám, P Antal, C Szalai, A Falus Journal of Machine Learning Research-Proceedings Track 8, 30-43, 2010 | 22 | 2010 |
| Novel genes in human asthma based on a mouse model of allergic airway inflammation and human investigations G Temesi, V Virág, É Hadadi, I Ungvári, LE Fodor, A Bikov, A Nagy, ... Allergy, asthma & immunology research 6 (6), 496-503, 2014 | 19 | 2014 |
| In interaction with gender a common CYP3A4 polymorphism may influence the survival rate of chemotherapy for childhood acute lymphoblastic leukemia A Gézsi, O Lautner-Csorba, DJ Erdélyi, G Hullám, P Antal, ÁF Semsei, ... The pharmacogenomics journal 15 (3), 241-247, 2015 | 16 | 2015 |
| A bioinformatic platform for a Bayesian, multiphased, multilevel analysis in immunogenomics P Antal, A Millinghoffer, G Hullám, G Hajós, C Szalai, A Falus Bioinformatics for Immunomics, 157-185, 2010 | 14 | 2010 |
| Beyond Structural Equation Modeling: model properties and effect size from a Bayesian viewpoint. An example of complex phenotype-genotype associations in depression. G Hullam, G Juhasz, G Bagdy, P Antal Neuropsychopharmacologia Hungarica: a Magyar Pszichofarmakologiai Egyesulet …, 2012 | 13 | 2012 |
| Lack of evidence for association of two functional SNPs of CHI3L1 gene (HC-gp39) with rheumatoid arthritis SK Srivastava, P Antal, J Gál, G Hullám, ÁF Semsei, G Nagy, A Falus, ... Rheumatology international 31 (8), 1003-1007, 2011 | 12 | 2011 |
| Estimation of effect size posterior using model averaging over Bayesian network structures and parameters G Hullam, P Antal PGM2012 the 6th European Workshop on Probabilistic Graphical Models, 147-154, 2012 | 11 | 2012 |
| Complex analysis of multiple single nucleotide polymorphisms as putative risk factors of tooth agenesis in the Hungarian population G Jobbágy-Óvári, C Páska, P Stiedl, B Trimmel, D Hontvári, B Soós, ... Acta Odontologica Scandinavica 72 (3), 216-227, 2014 | 9 | 2014 |
| The effect of parameter priors on Bayesian relevance and effect size measures G Hullám, P Antal Electrical Engineering and Computer Science 57 (2), 35-48, 2013 | 8 | 2013 |
| On inferring the most probable sentences in bayesian logic A Millinghoffer, G Hullám, P Antal Workshop notes on Intelligent Data Analysis in bioMedicine And Pharmacology …, 2007 | 7 | 2007 |
| 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, B Bolgár, SK Srivastava, ... Arthritis Research, 143-176, 2014 | 2 | 2014 |
| Towards a Bayesian Decision Theoretic Analysis of Contextual Effect Modifiers G Hullam, P Antal Probabilistic Graphical Models, 222-237, 2014 | 1 | 2014 |
| Evaluation of methods in GA studies: yet another case for Bayesian networks G Hullám, P Antal, C Szalai, A Falus Machine Learning in Systems Biology, 35, 2009 | 1 | 2009 |
| Galanin-System Genes and 5-HTTLPR Are Differentially Involved in Stress Induced Anxiety and Depression and Interact with Each Other in Anxiety but Not in Lifetime or Current … G Bagdy, G Hullam, N Eszlari, X Gonda, IM Anderson, TG Hoekfeltk, ... NEUROPSYCHOPHARMACOLOGY 39, S411-S412, 2014 | | 2014 |
| Lack of evidence for association of two functional SNPs of CHI3L1 gene (HC-gp39) with rheumatoid arthritis E Buzás, S Srivastava, P Antal, J Gál, G Hullám, Á Semsei, G Nagy, ... Springer-Verlag, 2011 | | 2011 |
| Variable Pruning in Bayesian Sequential Study Design P Antal, G Hajós, A Millinghoffer, G Hullám, C Szalai, A Falus Machine Learning in Systems Biology, 141, 2009 | | 2009 |
| ADAPTIVE SEQUENTIAL PARTIAL GENOME SCREEING STUDIES: A CASE STUDY IN ASTHMA P Antal, G Hajós, G Hullám, A Millinghoffer, C Szalai, A Falus studies 7 (1), 13-20, 2005 | | 2005 |
| Screening of susceptibility genes of asthma on chromosome 11 and 14 PS Kiszel, ÁF Semsei, I Ungvári, A Nagy, M Széll, B Melegh, P Kisfali, ... | | |
| Bayesian fusion of heterogeneous signs for biomarker and pathway discovery P Antal, P Marx, A Millinghoffer, G Hullám, I Ungváry, C Szalai, A Falus | | |
