Login
 Forum
 
 
Personal data sheet
 Print preview
personal data approved: 2024. I. 05.
Personal data
name János Tóth
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%
Academic title
scientific degree, title Ph.D.
year degree was obtained 2022
discipline to which degree belongs computer sciences
institution granting the degree University of Debrecen
Employment
2018 - University of Debrecen
university professor or researcher
Thesis topic supervisor
number of doctoral students supervised until now
number of students who fulfilled course requirements
students who obtained their degrees:
present PhD students:
Péter Szilágyi (PhD) (2028/01)  UD-DSI
  Thesis topic proposals
Research
research area machine learning, image processing
research field in which current research is conducted computer sciences
Publications
2023

Tóth János, Tomán Henrietta, Hajdu Gabriella, Hajdu András: Using Noisy Evaluation to Accelerate Parameter Optimization of Medical Image Segmentation Ensembles, MATHEMATICS 11: (18) 3992
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 
2022

Huang Xufeng, Zhou Shujing, Tóth János, Hajdu András: Cuproptosis-related gene index: A predictor for pancreatic cancer prognosis, immunotherapy efficacy, and chemosensitivity, FRONTIERS IN IMMUNOLOGY 13: pp. 1-19.
type of document: Journal paper/Article
number of independent citations: 16
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: 149
language: English
URL 
2020

Tóth János, Tomán Henrietta, Hajdu András: Efficient Sampling-based Energy Function Evaluation for Ensemble Optimization Using Simulated Annealing, PATTERN RECOGNITION 107: 107510
type of document: Journal paper/Article
number of independent citations: 10
language: English
URL 
2019

Tóth János, Tornai Róbert, Labancz Imre, Hajdu András: Efficient Visualization for an Ensemble-based System, ACTA POLYTECHNICA HUNGARICA 16: (2) pp. 59-75.
type of document: Journal paper/Article
number of independent citations: 8
language: English
URL 
2019

Harangi Balazs, Toth Janos, Baran Agnes, Hajdu Andras: Automatic screening of fundus images using a combination of convolutional neural network and hand-crafted features, In: IEEE Engineering in Medicine and Biology Society (szerk.) 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), IEEE (2019) pp. 2699-2702.
type of document: Part of book/Könyvfejezet (to be translated)
number of independent citations: 48
language: English
URL 
2018

Harangi Balazs, Toth Janos, Hajdu Andras: Fusion of Deep Convolutional Neural Networks for Microaneurysm Detection in Color Fundus Images, In: IEEE (szerk.) 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018, IEEE (2018) pp. 3705-3708.
type of document: Part of book/Proceedings Paper
number of independent citations: 15
language: English
URL 
2016

Besenczi Renátó, Tóth János, Hajdu András: A review on automatic analysis techniques for color fundus photographs, COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL 14: pp. 371-384.
type of document: Journal paper/Article
number of independent citations: 48
language: English
URL 
2014

J. Toth, L. Szakacs, A. Hajdu: Finding the optimal parameter setting for an ensemble-based lesion detector, In: IEEE (szerk.) 2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), IEEE (2014) pp. 3532-3536.
type of document: Part of book/Proceedings Paper
language: English
URL 
Number of independent citations to these publications:297 
Scientometric data
list of publications and citations
number of scientific publications that meet accreditation criteria:
24
number of scientific publications:
24
monographs and professional books:
0
monographs/books in which chapters/sections were contributed:
0 
number of independent citations to scientific publications and creative works:
321
Supervision
thesis supervisor András Hajdu
one supervisor or with co-supervisor individual
degree PhD
starting of doctoral studies 2014
date of final certificate (year,month) 2018/01
year in which degree was obtained 2022
diszertáció Doi/handle link (thesis, statements)
data of the public discussion defense


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. )