Login
 Forum
 
 
Personal data sheet
 Print preview
personal data approved: 2024. III. 12.
Personal data
Balázs Harangi
name Balázs Harangi
name of institution
doctoral school
DE Doctoral School of Informatics (Supervisor)
the share of work in the different doctoral schools. DE Doctoral School of Informatics 100%
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
scientific degree, title Habilitation
year degree was obtained 2021
discipline to which degree belongs computer sciences
institution granting the degree University of Debrecen, Faculty of Informatics
Employment
2013 - University of Debrecen
university professor or researcher
Thesis topic supervisor
number of doctoral students supervised until now 8.5
number of students who fulfilled course requirements 0
students who obtained their degrees:
students with degree granting in process:
István Lakatos PhD (2026/01)  UD-DSI
Tamás Katona PhD (2024/08)  UD-DSI
present PhD students:
(50%) Gergő Oláh (PhD) (2027/08)  UD-DSI
Khaled Ihsan Ahmed Alburai (PhD) (2027/08)  UD-DSI
Mokhaled Noori Abd_Allah Al-Hamadani (PhD) (2025/08)  UD-DSI
Dávid Kupás (PhD) (2025/01)  UD-DSI
Norbert Dániel Serbán (PhD) (2025/01)  UD-DSI
Ahiya Ahammed (PhD) (2024/08)  UD-DSI
Mohammed Ghufran Khidhir Abboosh (PhD) (2024/08)  UD-DSI
  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
2023

Bogacsovics Gergo, Harangi Balazs, Hajdu Andras: Increasing the diversity of ensemble members for accurate brain tumor classification, In: Sicilia, R.; Kane, B.; Almeida, J.R.; Spiliopoulou, M.; Andrades, J.A.B.; Placidi, G.; Gonzalez, A.R. (szerk.) 36th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2023, Institute of Electrical and Electronics Engineers (IEEE) (2023) pp. 529-534.
type of document: Part of book/Proceedings Paper
language: English
URL 
2023

Harangi Balazs, Baran Agnes, Beregi-Kovacs Marcell, Hajdu Andras: Composing Diverse Ensembles of Convolutional Neural Networks by Penalization, MATHEMATICS 11: (23) p. 4730.
type of document: Journal paper/Article
language: English
URL 
2022

Bogacsovics Gergo, Toth Janos, Hajdu Andras, Harangi Balazs: Enhancing CNNs through the use of hand-crafted features in automated fundus image classification, BIOMEDICAL SIGNAL PROCESSING AND CONTROL 76: 103685
type of document: Journal paper/Article
number of independent citations: 3
language: English
URL 
2020

Porwal Prasanna, Pachade Samiksha, Kokare Manesh, Deshmukh Girish, Son Jaemin, Bae Woong, Liu Lihong, Wang Jianzong, Liu Xinhui, Gao Liangxin, Wu TianBo, Xiao Jing, Wang Fengyan, Yin Baocai, Wang Yunzhi, Danala Gopichandh, He Linsheng, Choi Yoon Ho, Lee Yeong Chan, Jung Sang Hyuk, Li Zhongyu, Sui Xiaodan, Wu Junyan, Li Xiaolong, Zhou Ting, Tóth János, Baran Agnes, Kori Avinash, Chennamsetty Sai Saketh, Safwan Mohammed, Alex Varghese, Lyu Xingzheng, Cheng Li, Chu Qinhao, Li Pengcheng, Ji Xin, Zhang Sanyuan, Shen Yaxin, Dai Ling, Saha Oindrila, Sathish Rachana, Melo Tânia, Araújo Teresa, Harangi Balázs, Sheng Bin, Fang Ruogu, Sheet Debdoot, Hajdu Andras, Zheng Yuanjie, Mendonça Ana Maria, Zhang Shaoting, Campilho Aurélio, Zheng Bin, Shen Dinggang, Giancardo Luca, Quellec Gwenolé, Mériaudeau Fabrice: IDRiD: Diabetic Retinopathy – Segmentation and Grading Challenge, MEDICAL IMAGE ANALYSIS 10: 101561
type of document:
number of independent citations: 158
language: English
URL 
2020

Harangi Balazs, Baran Agnes, Hajdu Andras: Assisted deep learning framework for multi-class skin lesion classification considering a binary classification support, BIOMEDICAL SIGNAL PROCESSING AND CONTROL 62: 102041
type of document: Journal paper/Article
number of independent citations: 39
language: English
URL 
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: 255
language: English
URL 
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: 30
language: English
URL 
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: 84
language: English
URL 
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: 130
language: English
URL 
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: 26
language: English
URL 
Number of independent citations to these publications:725 
Scientometric data
list of publications and citations
number of scientific publications that meet accreditation criteria:
69
number of scientific publications:
69
monographs and professional books:
0
monographs/books in which chapters/sections were contributed:
2 
number of independent citations to scientific publications and creative works:
1030


2024. IV. 17.
ODT ülés
Az ODT következő ülésére 2024. június 14-én, pénteken 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. )