| Using literature and data to learn Bayesian networks as clinical models of ovarian tumors P Antal, G Fannes, D Timmerman, Y Moreau, B De Moor Artificial Intelligence in medicine 30 (3), 257-281, 2004 | 132 | 2004 |
| 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 | 123 | 2014 |
| Bayesian applications of belief networks and multilayer perceptrons for ovarian tumor classification with rejection P Antal, G Fannes, D Timmerman, Y Moreau, B De Moor Artificial intelligence in medicine 29 (1-2), 39-60, 2003 | 99 | 2003 |
| Multivariate Analysis of Dopaminergic Gene Variants As Risk Factors of Heroin Dependence CB Andrea Vereczkei, Zsolt Demetrovics, Peter Antal PLoS ONE, 2013 | 95 | 2013 |
| Genetic variants in major depressive disorder: from pathophysiology to therapy X Gonda, P Petschner, N Eszlari, D Baksa, A Edes, P Antal, G Juhasz, ... Pharmacology & therapeutics 194, 22-43, 2019 | 89 | 2019 |
| Health and aging: unifying concepts, scores, biomarkers and pathways G Fuellen, L Jansen, AA Cohen, W Luyten, M Gogol, A Simm, N Saul, ... Aging and disease 10 (4), 883, 2019 | 81 | 2019 |
| Comorbidities in the diseasome are more apparent than real: what Bayesian filtering reveals about the comorbidities of depression P Marx, P Antal, B Bolgar, G Bagdy, B Deakin, G Juhasz PLoS computational biology 13 (6), e1005487, 2017 | 75 | 2017 |
| Evaluation of the vector space representation in text-based gene clustering P Glenisson, P Antal, J Mathys, Y Moreau, B De Moor Biocomputing 2003, 391-402, 2002 | 73 | 2002 |
| Additive effects of serotonergic and dopaminergic polymorphisms on trait impulsivity G Varga, A Szekely, P Antal, P Sarkozy, Z Nemoda, Z Demetrovics, ... American Journal of Medical Genetics Part B: Neuropsychiatric Genetics 159 …, 2012 | 67 | 2012 |
| 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 |
| Significance of risk polymorphisms for depression depends on stress exposure X Gonda, G Hullam, P Antal, N Eszlari, P Petschner, TGM Hökfelt, ... Scientific reports 8 (1), 3946, 2018 | 63 | 2018 |
| Candidate gene association study in pediatric acute lymphoblastic leukemia evaluated by Bayesian network based Bayesian multilevel analysis of relevance O Lautner-Csorba, A Gézsi, ÁF Semsei, P Antal, DJ Erdélyi, G Schermann, ... BMC medical genomics 5, 1-15, 2012 | 62 | 2012 |
| A Bayesian view of challenges in feature selection: feature aggregation, multiple targets, redundancy and interaction P Antal, A Millinghoffer, G Hullám, C Szalai, A Falus New Challenges for Feature Selection in Data Mining and Knowledge Discovery …, 2008 | 61 | 2008 |
| 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, 2013 | 56 | 2013 |
| Melloddy: Cross-pharma federated learning at unprecedented scale unlocks benefits in qsar without compromising proprietary information W Heyndrickx, L Mervin, T Morawietz, N Sturm, L Friedrich, A Zalewski, ... Journal of chemical information and modeling 64 (7), 2331-2344, 2023 | 50 | 2023 |
| Bayesian networks in ovarian cancer diagnosis: potentials and limitations P Antal, H Verrelst, D Timmerman, Y Moreau, S Van Huffel, B De Moor, ... Proceedings 13th IEEE Symposium on Computer-Based Medical Systems. CBMS 2000 …, 2000 | 50 | 2000 |
| Pharmacogenetic analysis of high-dose methotrexate treatment in children with osteosarcoma M Hegyi, A Arany, AF Semsei, K Csordas, O Eipel, A Gezsi, N Kutszegi, ... Oncotarget 8 (6), 9388, 2016 | 48 | 2016 |
| 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 |
| Ageing with elegans: a research proposal to map healthspan pathways W Luyten, P Antal, BP Braeckman, J Bundy, F Cirulli, C Fang-Yen, ... Biogerontology 17, 771-782, 2016 | 44 | 2016 |
| 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 |
