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personal data approved: 2020. II. 03.
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) 119
type of document: Journal paper/Article
language: English
URL 
2019

Gonda X, Petschner P, Eszlari N, Baksa D, Edes A, Antal P, Juhasz G, Bagdy G: Genetic variants in major depressive disorder: From pathophysiology to therapy, PHARMACOLOGY & THERAPEUTICS 194: pp. 22-43.
type of document: Journal paper/Review paper
number of independent citations: 2
language: English
URL 
2019

Hullam Gabor, Antal Peter, Petschner Peter, Gonda Xenia, Bagdy Gyorgy, Deakin Bill, Juhasz Gabriella: The UKB envirome of depression, SCIENTIFIC REPORTS 9: (1) 9723
type of document: Journal paper/Article
number of independent citations: 1
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
number of independent citations: 3
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: 8
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: 37
language: English
URL 
2013

Arany A, Bolgar B, Balogh B, Antal P, Matyus P: Multi-aspect candidates for repositioning: data fusion methods using heterogeneous information sources., CURRENT MEDICINAL CHEMISTRY 20: (1) pp. 95-107.
type of document: Journal paper/Article
number of independent citations: 5
language: English
URL 
2012

Ungvári Ildikó, Hullám Gábor, Antal Péter, Kiszel Petra Sz, Gézsi András, Hadadi Éva, Virág Viktor, Hajós Gergely, Millinghoffer András, Nagy Adrienne, Kiss András, Semsei Ágnes F, Temesi Gergely, Melegh Béla, Kisfali Péter, Széll Márta, Bikov András, Gálffy Gabriella, Tamási Lilla, Falus András, Szalai Csaba: Evaluation of a Partial Genome Screening of Two Asthma Susceptibility Regions Using Bayesian Network Based Bayesian Multilevel Analysis of Relevance, PLOS ONE 7: (3) e33573
type of document: Journal paper/Article
number of independent citations: 19
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: 37
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: 28
language: English
URL 
Number of independent citations to these publications:140 
Scientometric data
list of publications and citations
number of scientific publications that meet accreditation criteria:
110
number of scientific publications:
99
monographs and professional books:
3
monographs/books in which chapters/sections were contributed:
2 
number of independent citations to scientific publications and creative works:
494

 
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. )