Personal data sheet
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personal data approved: 2024. I. 05.
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)
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 Bruncsics PhD 2022  DSI-BME
Bence Márton Bolgár PhD 2018  DSI-BME

completed course requirement:
Bence Bolgár (PhD) 2015/08  DSI-BME
present PhD students:
Márk Marosi (PhD) (2028/01)  DSI-BME
Dániel Sándor (PhD) (2027/01)  DSI-BME
Domonkos Pogány (PhD) (2027/01)  DSI-BME
(50%) Tamás Nagy (PhD) (2025/08)  
András Formanek (PhD) (2025/01)  DSI-BME
  Thesis topic proposals
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

Möller Steffen, Saul Nadine, Projahn Elias, Barrantes Israel, Gézsi András, Walter Michael, Antal Péter, Fuellen Georg: Gene co-expression analyses of health(span) across multiple species, NAR GENOMICS AND BIOINFORMATICS 4: (4) lqac083
type of document: Journal paper/Article
language: English

Eszlari Nora, Bagyura Zsolt, Millinghoffer Andras, Nagy Tamas, Juhasz Gabriella, Antal Peter, Merkely Bela, Bagdy Gyorgy: Catenin Alpha 2 May Be a Biomarker or Potential Drug Target in Psychiatric Disorders with Perseverative Negative Thinking, PHARMACEUTICALS 14: (9) 850
type of document: Journal paper/Article
number of independent citations: 2
language: English

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
number of independent citations: 7
language: English

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: 28
language: English

Hullam Gabor, Antal Peter, Petschner Peter, Gonda Xenia, Bagdy Gyorgy, Deakin Bill, Juhasz Gabriella: The UKB envirome of depression: from interactions to synergistic effects, SCIENTIFIC REPORTS 9: (1) 9723
type of document: Journal paper/Article
number of independent citations: 4
language: English

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: 20
language: English

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: 23
language: English

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: 55
language: English

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: 42
language: English

Antal P, Fannes G, Moreau Y, Moor B De: Bayesian applications of belief networks and multilayer perceptrons forovarian tumor classification with rejection, ARTIFICIAL INTELLIGENCE IN MEDICINE 29: (1-2) pp. 39-60.
type of document: Journal paper/Article
number of independent citations: 33
language: English
Number of independent citations to these publications:214 
Scientometric data
list of publications and citations
number of scientific publications that meet accreditation criteria:
number of scientific publications:
monographs and professional books:
monographs/books in which chapters/sections were contributed:
number of independent citations to scientific publications and creative works:

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. )