Peter Antal
Hivatkozott rá
Hivatkozott rá
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
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
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
Multivariate Analysis of Dopaminergic Gene Variants As Risk Factors of Heroin Dependence
CB Andrea Vereczkei, Zsolt Demetrovics, Peter Antal
PLoS ONE, 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
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
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
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
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
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
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
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
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
O Lautner-Csorba, A Gézsi, DJ Erdélyi, G Hullám, P Antal, ÁF Semsei, ...
PLoS ONE, 2013
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
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, 2017
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
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
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
Critical role of glycosylation in determining the length and structure of T cell epitopes
TG Szabó, R Palotai, P Antal, I Tokatly, L Tóthfalusi, O Lund, G Nagy, ...
Immunome Research 5, 1-12, 2009
VB-MK-LMF: fusion of drugs, targets and interactions using variational Bayesian multiple kernel logistic matrix factorization
B Bolgár, P Antal
BMC bioinformatics 18, 1-18, 2017
Drug repositioning for treatment of movement disorders: from serendipity to rational discovery strategies
B Bolgár, A Arany, G Temesi, B Balogh, P Antal, P Matyus
Current topics in medicinal chemistry 13 (18), 2337-2363, 2013
Calling homopolymer stretches from raw nanopore reads by analyzing k-mer dwell times
P Sarkozy, Á Jobbágy, P Antal
EMBEC & NBC 2017: joint conference of the European Medical and Biological …, 2018
Variants in the CNR1 gene predispose to headache with nausea in the presence of life stress
G Juhász, É Csépány, M Magyar, AE Édes, N Eszlári, G Hullam, P Antal, ...
Genes, Brain and Behavior 16 (3), 384-393, 2017
VariantMetaCaller: automated fusion of variant calling pipelines for quantitative, precision-based filtering
A Gézsi, B Bolgár, P Marx, P Sarkozy, C Szalai, P Antal
BMC genomics 16, 1-15, 2015
Learning Complex Bayesian Network Features for Classification.
P Antal, A Gézsi, G Hullám, A Millinghoffer
Probabilistic Graphical Models, 9-16, 2006
Genome-wide association analysis reveals KCTD12 and miR-383-binding genes in the background of rumination
N Eszlari, A Millinghoffer, P Petschner, X Gonda, D Baksa, AJ Pulay, ...
Translational psychiatry 9 (1), 119, 2019
Investigation of the possible role of the Hippo/YAP1 pathway in asthma and allergy
LE Fodor, A Gézsi, ldikó Ungvári, ÁF Semsei, Z Gál, A Nagy, G Gálffy, ...
Allergy, Asthma & Immunology Research 9 (3), 247-256, 2017
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 (1-2), 107-111, 2010
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, 2023
Multi-aspect candidates for repositioning: data fusion methods using heterogeneous information sources
A Arany, B Bolgár, B Balogh, P Antal, P Mátyus
Current medicinal chemistry 20 (1), 95-107, 2013
Evaluation of a Bayesian model-based approach in GA studies
G Hullám, P Antal, C Szalai, A Falus
Machine Learning in Systems Biology, 30-43, 2009
Annotated Bayesian Networks: a tool to integrate textual and probabilistic medical knowledge
P Antal, T Mészáros, B De Moor, T Dobrowiecki
Proceedings 14th IEEE Symposium on Computer-Based Medical Systems. CBMS 2001 …, 2001
Industry-scale orchestrated federated learning for drug discovery
M Oldenhof, G Ács, B Pejó, A Schuffenhauer, N Holway, N Sturm, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15576 …, 2023
The UKB envirome of depression: from interactions to synergistic effects
G Hullam, P Antal, P Petschner, X Gonda, G Bagdy, B Deakin, G Juhasz
Scientific reports 9 (1), 9723, 2019
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, 2014
Probabilistic graphical models for computational biomedicine
Y Moreau, P Antal, G Fannes, B De Moor
Methods of information in medicine 42 (02), 161-168, 2003
Healthspan pathway maps in C. elegans and humans highlight transcription, proliferation/biosynthesis and lipids
S Möller, N Saul, AA Cohen, R Köhling, S Sender, HM Escobar, ...
Aging (Albany NY) 12 (13), 12534, 2020
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
Bayesian, systems-based, multilevel analysis of associations for complex phenotypes: from interpretation to decisions
P Antal, A Millinghoffer, G Hullám, G Hajós, P Sárközy, A Gézsi, C Szalai, ...
Probabilistic Graphical Models for Genetics, Genomics, and Postgenomics …, 2014
Bayesian matrix factorization with non-random missing data using informative Gaussian process priors and soft evidences
B Bolgár, P Antal
Conference on Probabilistic Graphical Models, 25-36, 2016
Early repositioning through compound set enrichment analysis: a knowledge-recycling strategy
G Temesi, B Bolgár, Á Arany, C Szalai, P Antal, P Mátyus
Future medicinal chemistry 6 (5), 563-575, 2014
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
Genetic underpinnings of affective temperaments: a pilot GWAS investigation identifies a new genome-wide significant SNP for anxious temperament in ADGRB3 gene
X Gonda, N Eszlari, D Torok, Z Gal, J Bokor, A Millinghoffer, D Baksa, ...
Translational psychiatry 11 (1), 337, 2021
Mobil infokommunikációs eszközök a közoktatásban
A Kárpáti, L Kis-Tóth, R Racsko, P Antal
Információs társadalom: társadalomtudományi folyóirat 2015 (1), 7-25, 2015
Beyond structural equation modeling: model properties and effect size from a Bayesian viewpoint. An example of complex phenotype-genotype associations in depression.
GI Hullám, G Juhász, G Bagdy, P Antal
Construction of a classifier with prior domain knowledge formalised as bayesian network
P Antal
IECON'98. Proceedings of the 24th Annual Conference of the IEEE Industrial …, 1998
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, 1003-1007, 2011
On the potential of domain literature for clustering and Bayesian network learning
P Antal, P Glenisson, G Fannes
Proceedings of the eighth ACM SIGKDD international conference on knowledge …, 2002
Estimation of effect size posterior using model averaging over Bayesian network structures and parameters
G Hullam, P Antal
Proceedings of the Sixth European Workshop on Probabilistic Graphical Models …, 2012
Genetic variability of the oxytocine receptor: an in silico study
P Marx, A Arany, Z Rónai, P Antal, M Sasvári-Szekely
Neuropsychopharmacologia Hungarica: a Magyar Pszichofarmakologiai Egyesulet …, 2011
Extended bayesian regression models: a symbiotic application of belief networks and multilayer perceptrons for the classification of ovarian tumors
P Antal, G Fannes, B De Moor, J Vandewalle, Y Moreau, D Timmerman
Artificial Intelligence in Medicine: 8th Conference on Artificial …, 2001
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, 2013
“Does happiness help healing?” Immune response of hospitalized children may change during visits of the Smiling Hospital Foundation’s Artists
A Béres, Z Lelovics, P Antal, G Hajós, A Gézsi, Á Czéh, E Lantos, T Major
Orvosi hetilap 152 (43), 1739-1744, 2011
Strengths and weaknesses of gene association studies in childhood acute lymphoblastic leukemia.
ÁF Semsei, P Antal, C Szalai
Leukemia Research 34 (3), 269-271, 2009
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
Genetic effects on educational attainment in Hungary
PP Ujma, N Eszlári, A Millinghoffer, B Bruncsics, D Török, P Petschner, ...
Brain and Behavior 12 (1), e2430, 2022
The effect of parameter priors on Bayesian relevance and effect size measures
G Hullám, P Antal
Periodica Polytechnica Electrical Engineering and Computer Science 57 (2), 35-48, 2013
Domain knowledge based information retrieval language: an application of annotated Bayesian networks in ovarian cancer domain
P Antal, B De Moor, D Timmerman, T Meszaros, T Dobrowiecki
Proceedings of 15th IEEE Symposium on Computer-Based Medical Systems (CBMS …, 2002
Incorporation of prior knowledge in black-box models: comparison of transformation methods from Bayesian network to multilayer perceptrons
P Antal, G Fannes, H Verrelst, B De Moor, J Vandewalle
Proc. of the Workshop on Fusion of Domain Knowledge with Data for Decision …, 2000
Genome-wide gene-based tests replicate the association of the SORCS3 gene with neuroticism
N Eszlari, A Millinghoffer, P Petschner, X Gonda, D Baksa, A Pulay, ...
Learning causal bayesian networks from literature data
P Antal, A Millinghofer
Periodica Polytechnica Electrical Engineering (Archives) 50 (3-4), 201-221, 2006
Web-based data collection for ovarian cancer: a case study
S Aerts, P Antal, D Timmerman, B De Moor, Y Moreau
Proceedings of the 15th IEEE Symposium on Computer Based Medical Systems …, 2002
Joint bayesian modelling of internal dependencies and relevant multimorbidities of a heterogeneous disease
P Marx, A Millinghoffer, G Juhász, P Antal
Conference on Probabilistic Graphical Models, 310-320, 2016
A probabilistic knowledge base using annotated bayesian network features
P Antal, A Millinghoffer
Proceedings of the 6th International Symposium of Hungarian Researchers on …, 2005
Catenin alpha 2 may be a biomarker or potential drug target in psychiatric disorders with perseverative negative thinking
N Eszlari, Z Bagyura, A Millinghoffer, T Nagy, G Juhasz, P Antal, ...
Pharmaceuticals 14 (9), 850, 2021
E-learning megvalósítások tapasztalatai és eredményei az Eszterházy Károly Egyetemen
P Antal
Eszterházy Károly Egyetem Líceum Kiadó, 2021
From genomes to diaries: A 3-year prospective, real-life study of ragweed-specific sublingual immunotherapy
V Molnár, A Nagy, L Tamási, G Gálffy, R Böcskei, A Bikov, I Czaller, ...
Immunotherapy 9 (15), 1279-1294, 2017
Decomposition of shared latent factors using Bayesian multi-morbidity dependency maps
P Marx, P Antal
First European Biomedical Engineering Conference for Young Investigators …, 2015
Method and computer program product for genotype classification
P Sárközy, P Antal, C Szalai, Z Rónai
US Patent App. 13/900,543, 2014
Ovarian cancer classification with rejection by Bayesian belief networks
P Antal, G Fannes, F De Smet, B De Moor
Workshop notes on Bayesian Models in Medicine, European Conference on …, 2001
Biology of perseverative negative thinking: the role of timing and folate intake
N Eszlari, B Bruncsics, A Millinghoffer, G Hullam, P Petschner, X Gonda, ...
Nutrients 13 (12), 4396, 2021
A multi-trait evaluation of network propagation for GWAS results
B Bruncsics, P Antal
2019 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2019
Beyond homopolymer errors: a systematic investigation of nanopore-based DNA sequencing characteristics using HLA-DQA2
P Sárközy, V Molnár, D Fogl, C Szalai, P Antal
Periodica Polytechnica Electrical Engineering and Computer Science 61 (3 …, 2017
Using Literature and Data to Annotate and Learn Bayesian Networks
P Antal, G Fannes, Y Moreau, B De Moor
Proc. of the Belgian-Dutch Artificial Intelligence Conference, 3-10, 2002
Animated explanations using adaptive student models
P Antal
Proceedings of IEEE International Conference on Intelligent Engineering …, 1997
Genetic risk of depression is different in subgroups of dietary ratio of tryptophan to large neutral amino acids
B Bruncsics, G Hullam, B Bolgar, P Petschner, A Millinghoffer, K Gecse, ...
Scientific Reports 13 (1), 4976, 2023
Hungarian genomic data warehouse supporting the healthy ageing research
V Várhegyi, V Molnár, A Gézsi, P Sárközy, P Antal, MJ Molnár
Orvosi Hetilap 162 (27), 1079-1088, 2021
Bayesian network multimorbidity models in COVID-19 mortality
T Nagy, B Bruncsics, P Antal
Proc. 28th Ph. D. Minisymposium Dept. Meas. Inf. Syst., 44-47, 2021
Mobile devices in instruction, the options of iPad in pedagogical innovation
AP Antal
International Journal of Pedagogy, Innovation and New Technologies, 67-75, 2018
Constructing a Quantitative Fusion Layer over the Semantic Level for Scalable Inference
A Gezsi, B Bruncsics, G Guta, P Antal
Bioinformatics and Biomedical Engineering: 6th International Work-Conference …, 2018
Bootstrap-based quality scores for ngs variant calling
P Sarkozy, Á Jobbágy, P Antal
First European Biomedical Engineering Conference for Young Investigators …, 2015
MicroRNA Prioritization based on Target Profile Similarities.
P Marx, B Bolgár, A Gézsi, A Gulyás-Kovács, P Antal
BIOINFORMATICS, 278-285, 2014
Bioinformatika: molekuláris méréstechnikától az orvosi döntéstámogatásig
P Antal, G Hullám, A Millinghoffer, G Hajós, P Marx, Á Arany, B Bolgár, ...
Budapesti Műszaki Egyetem, 2014
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: Methods and Protocols, 143-176, 2014
Bayesian data analytic knowledge bases for genetic association studies
P Sarkozy, P Marx, A Millinghoffer, G Varga, A Szekely, Z Nemoda, ...
Probabilistic Problem Solving in BioMedicine, 55, 2011
Literature Mining using Bayesian Networks.
P Antal, A Millinghoffer
Probabilistic Graphical Models, 17-24, 2006
Statisztikai adat-és szövegelemzés Bayes-hálókkal: a valószínűségektől a függetlenségi és oksági viszonyokig Híradástechnika
A Millinghoffer, G Hullám, P Antal
LX, 2005
Bayesian predictive models for ovarian cancer classification: evalution of logistic regression, multi layer perceptron and belief network models in the Bayesian context
P Antal, G Fannes, B De Moor, J Vandewalle, S Van Huffel, D Timmerman
Proc. of the Tenth Belgian-Dutch conference on Machine Learning …, 2000
DT-ML: Drug-Target Metric Learning.
D Pogány, P Antal
BIOINFORMATICS, 204-211, 2023
N Eszlari, B Bruncsics, A Millinghoffer, G Hullam, P Petschner, X Gonda, ...
European Neuropsychopharmacology 51, e197-e198, 2021
A távolléti oktatás tanulságai 2020-ban: felsőoktatás (EKE), közoktatás, iskolai könyvtárak
P Antal, L Czeglédi
Eszterházy Károly Katolikus Egyetem Líceum Kiadó, 2021
P. 286 Omega-3 fatty acids and tryptophan dietary intakes as modifiable lifestyle factors of depression: a UK biobank based study
G Hullam, D Jones, A Millinghoffer, B Bruncsics, S Burden, G Bagdy, ...
European Neuropsychopharmacology 40, S162-S163, 2020
Unknown, Uncertain, Untrue: Challenges in Inference Using Semantic Life Science Data
B Bruncsics, A Gézsi, P Antal
25th Mini-Symposium, 12-15, 2018
Structural and parametric uncertainties in full Bayesian and graphical lasso based approaches: Beyond edge weights in psychological networks
G Hullam, G Juhasz, B Deakin, P Antal
2017 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2017
From biomarkers to clinical decision support
P Antal, J Reiter, P Mátyus
Orvosi Hetilap 156 (51), 2077-2081, 2015
Biomarkerek hálózatától a klinikai döntéstámogatásig
P Antal, J Reiter, P Mátyus
Orvosi Hetilap 156 (51), 2077-2081, 2015
Towards Multipurpose Drug Repositioning: Fusion of Multiple Kernels and Partial Equivalence Relations Using GPU-accelerated Metric Learning
B Bolgár, P Antal
First European Biomedical Engineering Conference for Young Investigators …, 2015
Towards a Bayesian Decision Theoretic Analysis of Contextual Effect Modifiers
G Hullam, P Antal
Probabilistic Graphical Models: 7th European Workshop, PGM 2014, Utrecht …, 2014
„A mosoly is gyógyít?” Beteg gyermekek immunválasza is változhat a Mosolygó Kórház Alapítvány művészeinek látogatásakor=“Does happiness help healing?” Immune response of …
A Béres, Z Lelovics, P Antal, G Hajós, A Gézsi, Á Czéh, E Lantos, T Major
Orvosi Hetilap 152 (43), 1739-1744, 2011
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