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personal data approved: 2019. IV. 01.
Personal data
Péter Antal
name Péter Antal
name of institution
doctoral school
BME Doctoral School of Informatics (Supervisor)
BME Doctoral School of Electrical Engineering (Academic staff member)
the share of work in the different doctoral schools. BME Doctoral School of Informatics 67%
BME Doctoral School of Electrical Engineering 33%
Contact details
E-mail address antalmit.bme.hu
phone number +36 1 463-4394
own web page
Academic title
scientific degree, title Ph.D.
year degree was obtained 2008
discipline to which degree belongs computer sciences
institution granting the degree Katholieke Universiteit Leuven (to be translated)
Employment
2002 - Budapest University of Technology and Economics
university professor or researcher
Thesis topic supervisor
number of doctoral students supervised until now 2
number of students who fulfilled course requirements 0
students who obtained their degrees:
Bence Márton Bolgár PhD 2018  DSI-BME

completed course requirement, without degree or degree granting in process:
Bence Bolgár (PhD) 2015/08  DSI-BME
present PhD students:
Bence Bruncsics (PhD) (2022/01)  DSI-BME
Zeyneb Guenfoud (PhD) (2020/08)  DSI-BME
  Thesis topic proposals
Research
research area Knowledge-intensive inductive methods in biomedicine, bioinformatics, and chemoinformatics, especially systems-based methods, probabilistic methods, and causal approaches.
research field in which current research is conducted computer sciences
biology
Publications
2019

Eszlari Nora, Millinghoffer Andras, Petschner Peter, Gonda Xenia, Baksa Daniel, Pulay Attila J, Réthelyi János M, Breen Gerome, Deakin John Francis William, Antal Peter, Bagdy Gyorgy, Juhasz Gabriella: Genome-wide association analysis reveals KCTD12 and miR-383-binding genes in the background of rumination., TRANSLATIONAL PSYCHIATRY 9: (1) p. 119.
type of document: Journal paper/Article
language: English
URL 
2018

Gonda X, Hullam G, Antal P, Eszlari N, Petschner P, Hokfelt TG, Anderson IM, Deakin JFW, Juhasz G, Bagdy G: Significance of risk polymorphisms for depression depends on stress exposure., SCIENTIFIC REPORTS 8: (1) p. 3946.
type of document: Journal paper/Article
number of independent citations: 4
language: English
URL 
2017

Bolgar B, Antal P: VB-MK-LMF: fusion of drugs, targets and interactions using variational Bayesian multiple kernel logistic matrix factorization., BMC BIOINFORMATICS 18: (1) 440
type of document: Journal paper/Article
language: English
URL 
2017

Marx P, Antal P, Bolgar B, Bagdy G, Deakin B, Juhasz G: Comorbidities in the diseasome are more apparent than real: What Bayesian filtering reveals about the comorbidities of depression, PLOS COMPUTATIONAL BIOLOGY 13: (6) e1005487
type of document: Journal paper/Article
number of independent citations: 5
language: English
URL 
2014

Juhasz G, Hullam G, Eszlari N, Gonda X, Antal P, Anderson IM, Hokfelt TG, Deakin JF, Bagdy G: Brain galanin system genes interact with life stresses in depression-related phenotypes., PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA 111: (16) pp. E1666-1673.
type of document: Journal paper/Article
number of independent citations: 24
language: English
URL 
2013

Vereczkei A, Demetrovics Z, Szekely A, Sarkozy P, Antal P, Szilagyi A, Sasvari-Szekely M, Barta C: Multivariate Analysis of Dopaminergic Gene Variants as Risk Factors of Heroin Dependence, PLOS ONE 8: (6) e66592
type of document: Journal paper/Article
number of independent citations: 39
language: English
URL 
2012

Varga G, Szekely A, Antal P, Sarkozy P, Nemoda Z, Demetrovics Z, Sasvari-Szekely M: Additive effects of serotonergic and dopaminergic polymorphisms on trait impulsivity, AMERICAN JOURNAL OF MEDICAL GENETICS PART B-NEUROPSYCHIATRIC GENETICS 159B: (3) pp. 281-288.
type of document: Journal paper/Article
number of independent citations: 34
language: English
2012

Lautner-Csorba O, Gézsi A, Semsei Á, Antal P, Erdélyi DJ, Schermann G, Kutszegi N, Csordás K, Hegyi M, Kovács G, Falus A, Szalai C: Candidate gene association study in pediatric acute lymphoblastic leukemia evaluated by Bayesian network based Bayesian multilevel analysis of relevance, BMC MEDICAL GENOMICS 5: 42
type of document: Journal paper/Article
number of independent citations: 22
language: English
URL 
2004

Antal P, Fannes G, Moreau Y, Timmerman D, Moor B De: Using Literature and Data to Learn Bayesian Networks as Clinical Models of Ovarian Tumors, ARTIFICIAL INTELLIGENCE IN MEDICINE 30: pp. 257-281.
type of document: Journal paper/Article
number of independent citations: 36
language: English
URL 
2003

Antal P, Fannes G, Moreau Y, Moor B De: Bayesian Applications of Belief Networks and Multilayer Perceptrons for Ovarian Tumor Classification with Rejection, ARTIFICIAL INTELLIGENCE IN MEDICINE 29: (1-2) pp. 39-60.
type of document: Journal paper/Article
number of independent citations: 26
language: English
URL 
Number of independent citations to these publications:190 
Scientometric data
list of publications and citations
number of scientific publications that meet accreditation criteria:
84
number of scientific publications:
96
monographs and professional books:
3
monographs/books in which chapters/sections were contributed:
2 
number of independent citations to scientific publications and creative works:
402


2019. IX. 13.
ODT ülés
Az ODT következő ülésére 2019. november 22-én 10.00 órakor kerül sor a Semmelweis Egyetem Szenátusi termében (Bp. Üllői út 26. I. emelet).

 
All rights reserved © 2007, Hungarian Doctoral Council. Doctoral Council registration number at commissioner for data protection: 02003/0001. Program version: 2.2358 ( 2017. X. 31. )