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personal data approved: 2023. IX. 13.
Personal data
László Szilágyi
name László Szilágyi
name of institution
doctoral school
BME Doctoral School of Informatics (Academic staff member)
OE Doctoral School of Applied Informatics and Applied Mathematics (Supervisor)
the share of work in the different doctoral schools. BME Doctoral School of Informatics 10%
OE Doctoral School of Applied Informatics and Applied Mathematics 90%
accreditation statement submitted to: Universitas Budensis
Contact details
E-mail address szilagyi.laszlonik.uni-obuda.hu
mobile phone number +36 70 242-8204
own web page
Academic title
scientific degree, title Ph.D.
year degree was obtained 2009
discipline to which degree belongs electrical engineering
institution granting the degree Budapest University of Technology and Economics
scientific degree, title Habilitation
year degree was obtained 2017
discipline to which degree belongs mathematics and computing
institution granting the degree Babes-Bolyai University, Cluj Napoca
Employment
2018 - Universitas Budensis
university professor or researcher
2009 - Budapest University of Technology and Economics
egyetemi kutató
Thesis topic supervisor
number of doctoral students supervised until now 2
number of students who fulfilled course requirements 0
students who obtained their degrees:
completed course requirement:
(50%) Ágnes Győrfi (PhD) 2022/08  DSAIAM
present PhD students:
(50%) Róbert Roman (PhD) (2028/01)  DSAIAM
(50%) József János Palatka (PhD) (2027/01)  DSAIAM
(50%) Mirtill Boglárka Naghi (PhD) (2026/08)  DSAIAM
(50%) Ioan Marius Pisak-Lukáts (PhD) (2026/01)  DSAIAM
(50%) Lehel Dénes-Fazakas (PhD) (2025/01)  DSAIAM
(50%) Szabolcs Csaholczi (PhD) (2024/08)  DSAIAM
  Thesis topic proposals
Research
research area artificial intelligence, signal and image processing, computer vision, modeling of biological systems, bioinformatics, data mining, fuzzy logic
research field in which current research is conducted computer sciences
electrical engineering
Publications
2023

Biró Attila, Szilágyi Sándor Miklós, Szilágyi László, Martín-Martín Jaime, Cuesta-Vargas Antonio Ignacio: Machine Learning on Prediction of Relative Physical Activity Intensity Using Medical Radar Sensor and 3D Accelerometer, SENSORS 23: (7) 3595
type of document: Journal paper/Article
number of independent citations: 1
language: English
URL 
2023

Biró Attila, Cuesta-Vargas Antonio Ignacio, Martín-Martín Jaime, Szilágyi László, Szilágyi Sándor Miklós: Synthetized Multilanguage OCR Using CRNN and SVTR Models for Realtime Collaborative Tools, APPLIED SCIENCES-BASEL 13: (7) p. 4419.
type of document: Journal paper/Article
number of independent citations: 1
language: English
URL 
2022

Lefkovits Szidónia, Lefkovits László, Szilágyi László: HGG and LGG Brain Tumor Segmentation in Multi-Modal MRI Using Pretrained Convolutional Neural Networks of Amazon Sagemaker, APPLIED SCIENCES-BASEL 12: (7) p. 3620.
type of document: Journal paper/Article
number of independent citations: 5
language: English
URL 
2022

Szepesi Patrik, Szilágyi László: Detection of pneumonia using convolutional neural networks and deep learning, BIOCYBERNETICS AND BIOMEDICAL ENGINEERING 42: (3) pp. 1012-1022.
type of document: Journal paper/Article
number of independent citations: 17
language: English
URL 
2021

Győrfi Ágnes, Szilágyi László, Kovács Levente: A Fully Automatic Procedure for Brain Tumor Segmentation from Multi-Spectral MRI Records Using Ensemble Learning and Atlas-Based Data Enhancement, APPLIED SCIENCES-BASEL 11: (2) 564
type of document: Journal paper/Article
number of independent citations: 10
language: English
URL 
2018

Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer, Markus Rempfler, Alessandro Crimi, Russell Takeshi Shinohara, Christoph Berger, Sung Min Ha, Martin Rozycki, Marcel Prastawa, Esther Alberts, Jana Lipkova, John Freymann, Justin Kirby, Michel Bilello, Hassan M. Fathallah-Shaykh, Roland Wiest, Jan Kirschke, Benedikt Wiestler, Rivka Colen, Aikaterini Kotrotsou, Pamela Lamontagne, Daniel Marcus, Mikhail Milchenko, Arash Nazeri, Marc-Andr Weber, Abhishek Mahajan, Ujjwal Baid, Elizabeth Gerstner, Dongjin Kwon, Gagan Acharya, Manu Agarwal, Mahbubul Alam, Alberto Albiol, Antonio Albiol, Francisco J. Albiol, Varghese Alex, Nigel Allinson, Pedro H. A. Amorim, Abhijit Amrutkar, Ganesh Anand, Simon Andermatt, Tal Arbel, Pablo Arbelaez, Aaron Avery, Muneeza Azmat, Pranjal B., Wenjia Bai, Subhashis Banerjee, Bill Barth, Thomas Batchelder, Kayhan Batmanghelich, Enzo Battistella, Andrew Beers, Mikhail Belyaev, Martin Bendszus, Eze Benson, Jose Bernal, Halandur Nagaraja Bharath, George Biros, Sotirios Bisdas, James Brown, Mariano Cabezas, Shilei Cao, Jorge M. Cardoso, Eric N Carver, Adri Casamitjana, Laura Silvana Castillo, Marcel Cat, Philippe Cattin, Albert Cerigues, Vinicius S. Chagas, Siddhartha Chandra, Yi-Ju Chang, Shiyu Chang, Ken Chang, Joseph Chazalon, Shengcong Chen, Wei Chen, Jefferson W Chen, Zhaolin Chen, Kun Cheng, Ahana Roy Choudhury, Roger Chylla, Albert Clrigues, Steven Colleman, Ramiro German Rodriguez Colmeiro, Marc Combalia, Anthony Costa, Xiaomeng Cui, Zhenzhen Dai, Lutao Dai, Laura Alexandra Daza, Eric Deutsch, Changxing Ding, Chao Dong, Shidu Dong, Wojciech Dudzik, Zach Eaton-Rosen, Gary Egan, Guilherme Escudero, Tho Estienne, Richard Everson, Jonathan Fabrizio, Yong Fan, Longwei Fang, Xue Feng, Enzo Ferrante, Lucas Fidon, Martin Fischer, Andrew P. French, Naomi Fridman, Huan Fu, David Fuentes, Yaozong Gao, Evan Gates, David Gering, Amir Gholami, Willi Gierke, Ben Glocker, Mingming Gong, Sandra Gonzlez-Vill, T. Grosges, Yuanfang Guan, Sheng Guo, Sudeep Gupta, Woo-Sup Han, Il Song Han, Konstantin Harmuth, Huiguang He, Aura Hernndez-Sabat, Evelyn Herrmann, Naveen Himthani, Winston Hsu, Cheyu Hsu, Xiaojun Hu, Xiaobin Hu, Yan Hu, Yifan Hu, Rui Hua, Teng-Yi Huang, Weilin Huang, Sabine Van Huffel, Quan Huo, Vivek HV, Khan M. Iftekharuddin, Fabian Isensee, Mobarakol Islam, Aaron S. Jackson, Sachin R. Jambawalikar, Andrew Jesson, Weijian Jian, Peter Jin, V Jeya Maria Jose, Alain Jungo, Bernhard Kainz, Konstantinos Kamnitsas, Po-Yu Kao, Ayush Karnawat, Thomas Kellermeier, Adel Kermi, Kurt Keutzer, Mohamed Tarek Khadir, Mahendra Khened, Philipp Kickingereder, Geena Kim, Nik King, Haley Knapp, Urspeter Knecht, Lisa Kohli, Deren Kong, Xiangmao Kong, Simon Koppers, Avinash Kori, Ganapathy Krishnamurthi, Egor Krivov, Piyush Kumar, Kaisar Kushibar, Dmitrii Lachinov, Tryphon Lambrou, Joon Lee, Chengen Lee, Yuehchou Lee, Matthew Chung Hai Lee, Szidonia Lefkovits, Laszlo Lefkovits, James Levitt, Tengfei Li, Hongwei Li, Wenqi Li, Hongyang Li, Xiaochuan Li, Yuexiang Li, Heng Li, Zhenye Li, Xiaoyu Li, Zeju Li, XiaoGang Li, Wenqi Li, Zheng-Shen Lin, Fengming Lin, Pietro Lio, Chang Liu, Boqiang Liu, Xiang Liu, Mingyuan Liu, Ju Liu, Luyan Liu, Xavier Llado, Marc Moreno Lopez, Pablo Ribalta Lorenzo, Zhentai Lu, Lin Luo, Zhigang Luo, Jun Ma, Kai Ma, Thomas Mackie, Anant Madabhushi, Issam Mahmoudi, Klaus H. Maier-Hein, Pradipta Maji, CP Mammen, Andreas Mang, B. S. Manjunath, Michal Marcinkiewicz, Steven McDonagh, Stephen McKenna, Richard McKinley, Miriam Mehl, Sachin Mehta, Raghav Mehta, Raphael Meier, Christoph Meinel, Dorit Merhof, Craig Meyer, Robert Miller, Sushmita Mitra, Aliasgar Moiyadi, David Molina-Garcia, Miguel A.B. Monteiro, Grzegorz Mrukwa, Andriy Myronenko, Jakub Nalepa, Thuyen Ngo, Dong Nie, Holly Ning, Chen Niu, Nicholas K Nuechterlein, Eric Oermann, Arlindo Oliveira, Diego D.C. Oliveira, Arnau Oliver, Alexander F. I. Osman, Yu-Nian Ou, Sebastien Ourselin, Nikos Paragios, Moo Sung Park, Brad Paschke, J. Gregory Pauloski, Kamlesh Pawar, Nick Pawlowski, Linmin Pei, Suting Peng, Silvio M. Pereira, Julian Perez-Beteta, Victor M. Perez-Garcia, Simon Pezold, Bao Pham, Ashish Phophalia, Gemma Piella, G.N. Pillai, Marie Piraud, Maxim Pisov, Anmol Popli, Michael P. Pound, Reza Pourreza, Prateek Prasanna, Vesna Prkovska, Tony P. Pridmore, Santi Puch, lodie Puybareau, Buyue Qian, Xu Qiao, Martin Rajchl, Swapnil Rane, Michael Rebsamen, Hongliang Ren, Xuhua Ren, Karthik Revanuru, Mina Rezaei, Oliver Rippel, Luis Carlos Rivera, Charlotte Robert, Bruce Rosen, Daniel Rueckert, Mohammed Safwan, Mostafa Salem, Joaquim Salvi, Irina Sanchez, Irina Sanchez, Heitor M. Santos, Emmett Sartor, Dawid Schellingerhout, Klaudius Scheufele, Matthew R. Scott, Artur A. Scussel, Sara Sedlar, Juan Pablo Serrano-Rubio, N. Jon Shah, Nameetha Shah, Mazhar Shaikh, B. Uma Shankar, Zeina Shboul, Haipeng Shen, Dinggang Shen, Linlin Shen, Haocheng Shen, Varun Shenoy, Feng Shi, Hyung Eun Shin, Hai Shu, Diana Sima, Matthew Sinclair, Orjan Smedby, James M. Snyder, Mohammadreza Soltaninejad, Guidong Song, Mehul Soni, Jean Stawiaski, Shashank Subramanian, Li Sun, Roger Sun, Jiawei Sun, Kay Sun, Yu Sun, Guoxia Sun, Shuang Sun, Yannick R Suter, Laszlo Szilagyi, Sanjay Talbar, Dacheng Tao, Dacheng Tao, Zhongzhao Teng, Siddhesh Thakur, Meenakshi H Thakur, Sameer Tharakan, Pallavi Tiwari, Guillaume Tochon, Tuan Tran, Yuhsiang M. Tsai, Kuan-Lun Tseng, Tran Anh Tuan, Vadim Turlapov, Nicholas Tustison, Maria Vakalopoulou, Sergi Valverde, Rami Vanguri, Evgeny Vasiliev, Jonathan Ventura, Luis Vera, Tom Vercauteren, C. A. Verrastro, Lasitha Vidyaratne, Veronica Vilaplana, Ajeet Vivekanandan, Guotai Wang, Qian Wang, Chiatse J. Wang, Weichung Wang, Duo Wang, Ruixuan Wang, Yuanyuan Wang, Chunliang Wang, Guotai Wang, Ning Wen, Xin Wen, Leon Weninger, Wolfgang Wick, Shaocheng Wu, Qiang Wu, Yihong Wu, Yong Xia, Yanwu Xu, Xiaowen Xu, Peiyuan Xu, Tsai-Ling Yang, Xiaoping Yang, Hao-Yu Yang, Junlin Yang, Haojin Yang, Guang Yang, Hongdou Yao, Xujiong Ye, Changchang Yin, Brett Young-Moxon, Jinhua Yu, Xiangyu Yue, Songtao Zhang, Angela Zhang, Kun Zhang, Xuejie Zhang, Lichi Zhang, Xiaoyue Zhang, Yazhuo Zhang, Lei Zhang, Jianguo Zhang, Xiang Zhang, Tianhao Zhang, Sicheng Zhao, Yu Zhao, Xiaomei Zhao, Liang Zhao, Yefeng Zheng, Liming Zhong, Chenhong Zhou, Xiaobing Zhou, Fan Zhou, Hongtu Zhu, Jin Zhu, Ying Zhuge, Weiwei Zong, Jayashree Kalpathy-Cramer, Keyvan Farahani, Christos Davatzikos, Koen van Leemput, Bjoern Menze: Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge,
type of document:
number of independent citations: 258
language: English
2014

Szilágyi László: Lessons to learn from a mistaken optimization, PATTERN RECOGNITION LETTERS 36: (1) pp. 29-35.
type of document: Journal paper/Article
number of independent citations: 21
language: English
URL 
2014

Szilágyi L, Szilágyi SM: Generalization rules for the suppressed fuzzy c-means clustering algorithm, NEUROCOMPUTING 139: pp. 298-309.
type of document: Journal paper/Article
number of independent citations: 19
language: English
URL 
2013

László Szilágyi, Tamás Haidegger, Ákos Lehotsky, Melinda Nagy, Erik-Artur Csonka, Xiuying Sun, Kooi Li Ooi, Dale Fisher: A large-scale assessment of hand hygiene quality and the effectiveness of the “WHO 6-steps”, BMC INFECTIOUS DISEASES 13: 249
type of document: Journal paper/Article
number of independent citations: 64
language: English
URL 
2003

Szilágyi László, Benyó Zoltán, Szilágyi Sándor Miklós, Adam Hatem Salem: MR Brain Image Segmentation Using an Enhanced Fuzzy C-Means Algorithm, In: Leder, RS (szerk.) PROCEEDINGS OF THE 25TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4, IEEE (2003) pp. 724-726.
type of document: Part of book/Proceedings Paper
number of independent citations: 504
language: English
URL 
Number of independent citations to these publications:900 
Scientometric data
list of publications and citations
number of scientific publications that meet accreditation criteria:
214
number of scientific publications:
213
monographs and professional books:
3
monographs/books in which chapters/sections were contributed:
20 
number of independent citations to scientific publications and creative works:
1464

 
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. )