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István Megyeri
Observed names:
I. Megyeri,
Istvan Megyeri,
Megyeri, István
Institution:
GE Healthcare (Hungary)
Observed institutions:
Florida International University,
University of Szeged,
Budapest University of Technology and Economics,
Baptist Health South Florida,
Mednax (United States),
GE Healthcare (Hungary)
show all 6
ORCID:
0000-0002-7918-6295
Observed ORCID:
0000-0002-7918-6295
OpenAlex ID:
A5072561603
Natural Language Processing and Machine Learning for Detection of Respiratory Illness by Chest CT Imaging and Tracking of COVID-19 Pandemic in the United States
2021
·
Ricardo C. Cury
, Istvan Megyeri
, et al.
·
Radiology Cardiothoracic Imaging
·
32
PDF
Decipher-MR: a vision-language foundation model for 3D MRI representations
2026
·
Zhijian Yang
, Noel DSouza
, et al.
·
npj Digital Medicine
·
10
PDF
Fooling a Complete Neural Network Verifier
2021
·
Dániel Zombori
, Balázs Bánhelyi
, et al.
·
SZTE Publicatio Repozitórium (University of Szeged)
·
9
PDF
Comprehensive deep learning-based framework for automatic organs-at-risk segmentation in head-and-neck and pelvis for MR-guided radiation therapy planning
2023
·
Vanda Czipczer
, Bernadett Kolozsvári
, et al.
·
Frontiers in Physics
·
8
Adversarial Robustness of Model Sets
2020
·
Istvan Megyeri
, Istvan Hegedus
, et al.
·
International Joint Conference on Neural Networks (IJCNN)
·
5
PDF
Natural Language Processing and Machine Learning for Detection of Respiratory Illness by Chest CT Imaging and Tracking of COVID-19 Pandemic in the US
2020
·
Ricardo C. Cury
, Istvan Megyeri
, et al.
·
SSRN Electronic Journal
·
5
Extracting Information from Wi-Fi Traffic on Public Transport
2021
·
András Bánhalmi
, Vilmos Bilicki
, et al.
·
International Journal of Transport Development and Integration
·
4
PDF
Sensor-based IoT monitoring of Electronics Manufacturing in University Lab Environment
2021
·
Attila Geczy
, Lajos Kuglics
, et al.
·
IEEE International Symposium for Design and Technology in Electronic Packaging (SIITME)
·
3
Adversarial Example Free Zones for Specific Inputs and Neural Networks.
2020
·
Tibor Csendes
, Nándor Balogh
, et al.
·
2
Adversarial robustness of linear models: regularization and dimensionality.
2019
·
István Megyeri
, István Hegedüs
, et al.
·
SZTE Publicatio Repozitórium (University of Szeged)
·
2
PDF
Translational Robustness of Neural Networks Trained for Transcription Factor Binding Site Classification
2022
·
Gergely Pap
, István Megyeri
·
International Conference on Agents and Artificial Intelligence (ICAART)
·
1
Robust Classification Combined with Robust out-of-Distribution Detection: An Empirical Analysis
2021
·
Istvan Megyeri
, Istvan Hegedus
, et al.
·
International Joint Conference on Neural Networks (IJCNN)
·
1
PDF
Attacking Model Sets with Adversarial Examples.
2020
·
István Megyeri
, István Hegedüs
, et al.
·
SZTE Publicatio Repozitórium (University of Szeged)
·
1
PDF
A Novel Approach to Detect Outer Retinal Tubulation Using U-Net in SD-OCT Images
2019
·
Istvan Megyeri
, Melinda Katona
, et al.
·
International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)
·
1
2950 Generalization of automated head organ segmentation to various MR image sequences
2026
·
Eszter Szabó
, Ádám Kékesi
, et al.
·
Radiotherapy and Oncology
Weakly-Supervised Brain Segmentation for MR Images
2025
·
V. Gila
, A. Marinovszki
, et al.
·
International Journal of Radiation Oncology*Biology*Physics
Modality-Independent Explainable Detection of Inaccurate Organ Segmentations Using Denoising Autoencoders
2025
·
Lippenszky, Levente
, Megyeri, István
, et al.
·
arXiv (Cornell University)
PDF
Towards More Robust Transcription Factor Binding Site Classifiers Using Out-of-Distribution Data
2025
·
István Megyeri
, Gergely Pap
·
International Conference on Agents and Artificial Intelligence (ICAART)
Learning to Run a Marathon: Avoid Overfitting to Speed
2025
·
Krisztián Gábrisch
, István Megyeri
·
International Conference on Agents and Artificial Intelligence (ICAART)
Applications of Adversarial Robustness Analysis in Machine Learning
2024
·
István Megyeri
·
SZTE Repository of Dissertations (University of Szeged)
PDF
202: Evaluation of foundation models for semi-automated organ delineation in MR images
2024
·
Krisztian Koos
, Eszter Szabo
, et al.
·
Radiotherapy and Oncology
Adversarial Training without Hard Labels
2024
·
Ammar Al-Najjar
, István Megyeri
, et al.
·
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)
PDF
PCA improves the adversarial robustness of neural networks
2022
·
István Megyeri
, Ammar Al-Najjar
·
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)
PDF
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Works count:
23
Citation count:
84
H-index:
5
I10-index:
2
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