Login
 Forum
 
 
Personal data sheet
 Print preview
personal data approved: 2020. II. 02.
Personal data
name Balázs Harangi
name of institution
doctoral school
DE Doctoral School of Informatics (Announcer of research topic)
accreditation statement submitted to: University of Debrecen
Academic title
scientific degree, title Ph.D.
year degree was obtained 2015
discipline to which degree belongs computer sciences
institution granting the degree Doctoral School of Informatics of the University of Debrecen
Employment
2013 - 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:
  Thesis topic proposals
Research
research area My primary research fields are the digital/medical image processing, pattern recognition, machine learning/deep learning.
research field in which current research is conducted computer sciences
Publications
2018

Harangi Balazs, Toth Janos, Hajdu Andras: Fusion of Deep Convolutional Neural Networks for Microaneurysm Detection in Color Fundus Images, In: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), IEEE Engineering in Medicine and Biology Society (2018) pp. 3705-3708.
type of document: Conference paper/Előadás vagy poszter cikke
language: English
2018

Harangi Balazs, Baran Agnes, Hajdu Andras: Classification Of Skin Lesions Using An Ensemble Of Deep Neural Networks, In: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), IEEE Engineering in Medicine and Biology Society (2018) pp. 2575-2578.
type of document: Conference paper/Előadás vagy poszter cikke
language: English
2018

Harangi Balazs: Skin lesion classification with ensembles of deep convolutional neural networks, JOURNAL OF BIOMEDICAL INFORMATICS 86: pp. 25-32.
type of document: Journal paper/Article
number of independent citations: 1
language: English
2017

A Hajdu, B Harangi, R Besenczi, I Lázár, G Emri, L Hajdu, R Tijdeman: Measuring regularity of network patterns by grid approximations using the LLL algorithm, In: Eduardo, Bayro-Corrochano (szerk.) 2016 23rd International Conference on Pattern Recognition (ICPR 2016), IEEE (2017) pp. 1524-1529.
type of document: Part of book/Proceedings Paper
language: English
2015

Balázs Harangi, András Hajdu: Detection of the optic disc in fundus images by combining probability models, COMPUTERS IN BIOLOGY AND MEDICINE 65: pp. 10-24.
type of document: Journal paper/Article
number of independent citations: 14
language: English
2014

Harangi Balazs, Hajdu Andras: Automatic exudate detection by fusing multiple active contours and regionwise classification, COMPUTERS IN BIOLOGY AND MEDICINE 54: (1) pp. 156-171.
type of document: Journal paper/Article
number of independent citations: 35
language: English
2012

Qureshi RJ, Kovacs L, Harangi B, Nagy B, Peto T, Hajdu A: Combining algorithms for automatic detection of optic disc and macula in fundus images, COMPUTER VISION AND IMAGE UNDERSTANDING 116: (1) pp. 138-145.
type of document: Journal paper/Article
number of independent citations: 90
language: English
2012

Harangi B, Antal B, Hajdu A: Automatic exudate detection with improved naïve-Bayes classifier, In: IEEE (szerk.) 25th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2012, IEEE (2012) 6266341
type of document: Part of book/Proceedings Paper
number of independent citations: 29
language: English
2012

Harangi B, Lazar I, Hajdu A: Automatic exudate detection using active contour model and regionwise classification, In: Khoo, et al (szerk.) 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012, IEEE (2012) pp. 5951-5954.
type of document: Part of book/Proceedings Paper
number of independent citations: 22
language: English
2010

Harangi B, Qureshi RJ, Csutak A, Peto T, Hajdu A: Automatic detection of the optic disc using majority voting in a collection of optic disc detectors, In: Wiro, Niessen (szerk.) 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010, IEEE (2010) pp. 1329-1332.
type of document: Part of book/Proceedings Paper
number of independent citations: 22
language: English
Number of independent citations to these publications:213 
Scientometric data
list of publications and citations
number of scientific publications that meet accreditation criteria:
39
number of scientific publications:
49
monographs and professional books:
0
monographs/books in which chapters/sections were contributed:
2 
number of independent citations to scientific publications and creative works:
265

 
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. )