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personal data approved: 2017. IV. 18.
Personal data
Bálint Antal
name Bálint Antal
year of birth 1985
name of institution
doctoral school
DE Doctoral School of Informatics (Supervisor)
Contact details
E-mail address antal.balintinf.unideb.hu
phone number +36 52 512-900/75121
own web page
Academic title
scientific degree, title Ph.D.
year degree was obtained 2013
discipline to which degree belongs computer sciences
institution granting the degree University of Debrecen
Employment
2012 - University of Debrecen
university professor or researcher
Thesis topic supervisor
number of doctoral students supervised until now 0
number of students who fulfilled course requirements 0
students who obtained their degrees:
present PhD students:
Tamás Katona (PhD) (2017/08)  DSI-DE
  Thesis topic proposals
Research
research area Image processing, machine learning, Bioinformatics
research field in which current research is conducted computer sciences
Publications
2015

B Antal: Classifier ensemble creation via false labelling, KNOWLEDGE-BASED SYSTEMS 89: pp. 278-287.
type of document: Journal paper/Article
language: English
DOI 
2015

Bálint Antal, Anatole Chessel, Rafael E Carazo Salas: Mineotaur: a tool for high-content microscopy screen sharing and visual analytics, GENOME BIOLOGY 16: (283) pp. 1-5.
type of document: Journal paper/Article
language: English
DOI 
2015

Bence Auer, Balint Antal: Distributed processing of biological interactions using Hadoop, In: Szerk.: Baranyi P CogInfoCom 2015: Proceedings of 6th IEEE Conference on Cognitive Infocommunications. Győr: IEEE Hungary Section, 2015. pp. 175-178.
type of document: Part of book/Proceedings Paper
language: English
DOI 
2014

Antal Bálint, Hajdu András: An ensemble-based system for automatic screening of diabetic retinopathy, KNOWLEDGE-BASED SYSTEMS 60: pp. 20-27.
type of document: Journal paper/Article
number of independent citations: 5
language: English
DOI 
2013

Antal Bálint, Hajdu András: Improving microaneurysm detection in color fundus images by using context-aware approaches, COMPUTERIZED MEDICAL IMAGING AND GRAPHICS 37: (5) pp. 403-408.
type of document: Journal paper/Article
number of independent citations: 15
language: English
URL 
2012

Antal B, Hajdu A, Maros-Szabó Z, Török Z, Csutak A, Peto T: A two-phase decision support framework for the automatic screening of digital fundus images, JOURNAL OF COMPUTATIONAL SCIENCE 3: (5) pp. 262-268.
type of document: Journal paper/Article
number of independent citations: 3
language: English
URL 
2012

Antal B, Hajdu A: An ensemble-based system for microaneurysm detection and diabetic retinopathy grading, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 59: (6) pp. 1720-1726. pp. 1720-1726.
type of document: Journal paper/Article
number of independent citations: 119
language: English
URL 
2012

Antal Bálint, Lázár István, Hajdu András: An Ensemble Approach to Improve Microaneurysm Candidate Extraction, In: Szerk.: Mohammad S Obaidat, Szerk.: George A Tsihrintzis, Szerk.: Joaquim Filipe e-Business and Telecommunications: 7th International Joint Conference, ICETE 2010 : Athens, Greece, July 26-28, 2010, Revised Selected Papers. Berlin; Heidelberg: Springer Verlag, 2012. pp. 378-391. (Communications in Computer and Information Science; 222.)
type of document: Part of book/Proceedings Paper
language: English
DOI 
2012

Antal B, Hajdu A: Improving microaneurysm detection using an optimally selected subset of candidate extractors and preprocessing methods, PATTERN RECOGNITION 45: (1) pp. 264-270.
type of document: Journal paper/Article
number of independent citations: 28
language: English
URL 
2011

Antal B, Hajdu A: A stochastic approach to improve macula detection in retinal images, ACTA CYBERNETICA-SZEGED 20: (1) pp. 5-15.
type of document: Journal paper/Article
number of independent citations: 2
language: English
URL 
Number of independent citations to these publications:172 
Scientometric data
list of publications and citations
number of scientific publications that meet accreditation criteria:
27
number of scientific publications:
34
monographs and professional books:
0
monographs/books in which chapters/sections were contributed:
1 
number of independent citations to scientific publications and creative works:
374

 
All rights reserved © 2007, Hungarian Doctoral Council. Doctoral Council registration number at commissioner for data protection: 02003/0001. Program version: 1.2357 ( 2017. V. 15. )