| 2025 | SACI | Exploring Vision Transformer Architectures for Brain Tumor Classification: A Comprehensive Study. | Lehel Dnes-Fazakas, Barbara Simon, dm Hartvg, Szabolcs Csaholczi, Gyrgy Eigner, Levente Kovcs, Lszl Szilgyi |
| 2024 | CIARP | Segmentation of Brain Tumor Parts from Multi-spectral MRI Records Using Deep Learning and U-Net Architecture. | Szabolcs Csaholczi, gnes Gyrfi, Levente Kovcs, Lszl Szilgyi |
| 2024 | SMC | Enhanced Spatial-Temporal Analysis for EEG-Based Microsleep Detection: Integrating Kalman Filtering with Voronoi Tessellation and Adaptive Coverage Control. | Attila Bir, Antonio Ignacio Cuesta-Vargas, Lszl Szilgyi |
| 2024 | SMC | A Self-Tuning Version for the Fuzzy-Possibilistic Product Partition c-Means Algorithm. | Mirtill-Boglrka Naghi, Vladik Kreinovich, Levente Kovcs, Lszl Szilgyi |
| 2024 | SACI | Review of Reinforcement Learning-Based Control Algorithms in Artificial Pancreas Systems for Diabetes Mellitus Management. | Lehel Dnes-Fazakas, Gyozo Dnes Fazakas, Gyrgy Eigner, Levente Kovcs, Lszl Szilgyi |
| 2024 | SACI | Web Application Development for Diabetes Patients. | Mikls Nagy, Barbara Simon, Lszl Szsz, Mt Siket, Lehel Dnes-Fazakas, Gyrgy Eigner, Patrik Pter Sli, Levente Kovcs, Lszl Szilgyi |
| 2024 | SACI | Mobile Application Development for Diabetes Patient. | Csaba Potyok, Barbara Simon, dm Hartvg, Mt Siket, Lehel Dnes-Fazakas, Gyrgy Eigner, Miln Balzs, Levente Kovcs, Lszl Szilgyi |
| 2024 | SISY | Enhancing Diabetes Management Through GRU Analysis of Physical Activity Effects. | Barbara Simon, dm Hartvg, Mt Siket, Lehel Dnes-Fazakas, Levente Kovcs, Lszl Szilgyi, Gbor Kertsz, Gyrgy Eigner |
| 2023 | SMC | sRPE and ACWR to Control Fatigue Levels and Minimize Injuries in Performance Sports. | Attila Bir, Antonio Ignacio Cuesta-Vargas, Lszl Szilgyi |
| 2023 | SMC | Brain Tumor Segmentation from Multi-Spectral MRI Records Using a U-Net Cascade Architecture. | Lehel Dnes-Fazakas, Levente Kovcs, Gyrgy Eigner, Lszl Szilgyi |
| 2023 | SMC | Effect of Hyperparameters of Reinforcement Learning in Blood Glucose Control. | Lehel Dnes-Fazakas, Mt Siket, Lszl Szilgyi, Gyrgy Eigner, Levente Kovcs |
| 2023 | SMC | Brain Tumor Segmentation from Multi-Spectral MRI Records Using a U-net Cascade Architecture. | gnes Gyorfi, Levente Kovcs, Lszl Szilgyi |
| 2023 | SACI | Investigation of reward functions for controlling blood glucose level using reinforcement learning. | Lehel Dnes-Fazakas, Mt Siket, Lszl Szilgyi, Gyrgy Eigner, Levente Kovcs |
| 2023 | SISY | Applied AI for Real-Time Detection of Lesions and Tumors Following Severe Head Injuries. | Attila Bir, Antonio Ignacio Cuesta-Vargas, Lszl Szilgyi |
| 2023 | SISY | Fuzzy-Possibilistic Product Partition: the First Twelve Years. | Lszl Szilgyi |
| 2022 | SMC | Control of Type 1 Diabetes Mellitus using direct reinforcement learning based controller. | Lehel Dnes-Fazakas, Mt Siket, Gbor Kertsz, Lszl Szilgyi, Levente Kovcs, Gyrgy Eigner |
| 2020 | ICONIP | Brain Tumor Segmentation from Multi-spectral MR Image Data Using Random Forest Classifier. | Szabolcs Csaholczi, David Iclanzan, Levente Kovcs, Lszl Szilgyi |
| 2020 | ICONIP | Real Valued Card Counting Strategies for the Game of Blackjack. | Mzes Vidmi, Lszl Szilgyi, David Iclanzan |
| 2020 | SMC | Brain Tumor Segmentation from Multi-Spectral Magnetic Resonance Image Data Using an Ensemble Learning Approach. | gnes Gyorfi, Szabolcs Csaholczi, Tmea Flp, Levente Kovcs, Lszl Szilgyi |
| 2019 | CIARP | A Study on Histogram Normalization for Brain Tumour Segmentation from Multispectral MR Image Data. | gnes Gyorfi, Zoltn Karetka-Mezei, David Iclanzan, Levente Kovcs, Lszl Szilgyi |
| 2019 | CIARP | Brain Tumour Segmentation from Multispectral MR Image Data Using Ensemble Learning Methods. | gnes Gyorfi, Levente Kovcs, Lszl Szilgyi |
| 2019 | ICONIP | Learning to Generate Ambiguous Sequences. | David Iclanzan, Lszl Szilgyi |
| 2019 | MDAI | Applications of Different CNN Architectures for Palm Vein Identification. | Szidnia Lefkovits, Lszl Lefkovits, Lszl Szilgyi |
| 2019 | SMC | Brain Tumor Detection and Segmentation from Magnetic Resonance Image Data Using Ensemble Learning Methods. | gnes Gyorfi, Levente Kovcs, Lszl Szilgyi |
| 2018 | ICONIP | Evolving Computationally Efficient Hashing for Similarity Search. | David Iclanzan, Sndor Mikls Szilgyi, Lszl Szilgyi |
| 2018 | MDAI | A Self-tuning Possibilistic c-Means Clustering Algorithm. | Lszl Szilgyi, Szidnia Lefkovits, Zsolt Levente Kucsvn |
| 2018 | MICCAI | Brain Tumor Segmentation and Survival Prediction Using a Cascade of Random Forests. | Szidnia Lefkovits, Lszl Szilgyi, Lszl Lefkovits |
| 2017 | CIARP | A Possibilistic c-means Clustering Model with Cluster Size Estimation. | Lszl Szilgyi, Sndor M. Szilgyi |
| 2017 | ICCCN | A Highly Adaptive and Energy-Efficient Optical Interconnect for On-Board Server Communications. | Waltenegus Dargie, David Schoeniger, Lszl Szilgyi, Xin An, Ronny Henker, Frank Ellinger |
| 2017 | PSIVT | Automatic Brain Tumor Segmentation in Multispectral MRI Volumes Using a Random Forest Approach. | Zoltn Kaps, Lszl Lefkovits, David Iclanzan, gnes Gyorfi, Barna Lszl Iantovics, Szidnia Lefkovits, Sndor Mikls Szilgyi, Lszl Szilgyi |
| 2017 | PSIVT | Biometric System Based on Registration of Dorsal Hand Vein Configurations. | Szidnia Lefkovits, Simina Emerich, Lszl Szilgyi |
| 2016 | ICONIP | Fast Color Quantization via Fuzzy Clustering. | Lszl Szilgyi, Gellrt Dnesi, Calin Enachescu |
| 2016 | ICONIP | A Study on Cluster Size Sensitivity of Fuzzy c-Means Algorithm Variants. | Lszl Szilgyi, Sndor M. Szilgyi, Calin Enachescu |
| 2016 | MDAI | Automatic Detection and Segmentation of Brain Tumor Using Random Forest Approach. | Zoltn Kaps, Lszl Lefkovits, Lszl Szilgyi |
| 2016 | MICCAI | Brain Tumor Segmentation with Optimized Random Forest. | Lszl Lefkovits, Szidnia Lefkovits, Lszl Szilgyi |
| 2015 | ICONIP | Societal Intelligence - A New Perspective for Highly Intelligent Systems. | Lszl Barna Iantovics, Lszl Szilgyi, Camelia-Mihaela Pintea |
| 2015 | ICONIP | Neural Population Coding of Stimulus Features. | David Iclanzan, Lszl Szilgyi |
| 2015 | ICONIP | Automatic Brain Tumor Segmentation in Multispectral MRI Volumetric Records. | Lszl Szilgyi, Lszl Lefkovits, Barna Iantovics, David Iclanzan, Balzs Beny |
| 2015 | ICONIP | Recent Advances in Improving the Memory Efficiency of the TRIBE MCL Algorithm. | Lszl Szilgyi, Lajos Lornd Nagy, Sndor Mikls Szilgyi |
| 2015 | ISCAS | A high-voltage DC bias architecture implementation in a 17 Gbps low-power common-cathode VCSEL driver in 80 nm CMOS. | Lszl Szilgyi, Guido Belfiore, Ronny Henker, Frank Ellinger |
| 2015 | MDAI | A Unified Theory of Fuzzy c-Means Clustering Models with Improved Partition. | Lszl Szilgyi |
| 2014 | ICONIP | Sensor Drift Compensation Using Fuzzy Interference System and Sparse-Grid Quadrature Filter in Blood Glucose Control. | Pter Szalay, Lszl Szilgyi, Zoltn Beny, Levente Kovcs |
| 2014 | ICONIP | Synthetic Test Data Generation for Hierarchical Graph Clustering Methods. | Lszl Szilgyi, Levente Kovcs, Sndor Mikls Szilgyi |
| 2014 | ICONIP | A Fast and Memory-Efficient Hierarchical Graph Clustering Algorithm. | Lszl Szilgyi, Sndor Mikls Szilgyi, Bat Hirsbrunner |
| 2014 | MDAI | Application of the Fuzzy-Possibilistic Product Partition in Elliptic Shell Clustering. | Lszl Szilgyi, Zsuzsa Rka Varga, Sndor Mikls Szilgyi |
| 2014 | SISY | Comparison of various improved-partition fuzzy c-means clustering algorithms in fast color reduction. | Lszl Szilgyi, Gellert Denesi, Levente Kovcs, Sndor M. Szilgyi |
| 2013 | CIARP | Study of Electric and Mechanic Properties of the Implanted Artificial Cardiac Tissue Using a Whole Heart Model. | Sndor Mikls Szilgyi, Lszl Szilgyi, Bat Hirsbrunner |
| 2013 | MDAI | Fast Implementations of Markov Clustering for Protein Sequence Grouping. | Lszl Szilgyi, Sndor Mikls Szilgyi |
| 2011 | CIARP | Identification of the Root Canal from Dental Micro-CT Records. | Lszl Szilgyi, Csaba Dob-Nagy, Balzs Beny |
| 2011 | CIARP | An Efficient Approach to Intensity Inhomogeneity Compensation Using c-Means Clustering Models. | Lszl Szilgyi, David Iclanzan, Lehel Craciun, Sndor M. Szilgyi |
| 2011 | CIARP | Efficient 3D Curve Skeleton Extraction from Large Objects. | Lszl Szilgyi, Sndor M. Szilgyi, David Iclanzan, Lehel Szab |
| 2011 | MDAI | Fuzzy-Possibilistic Product Partition: A Novel Robust Approach to | Lszl Szilgyi |
| 2011 | MICCAI | Digital Imaging for the Education of Proper Surgical Hand Disinfection. | Tams Haidegger, Melinda Nagy, kos Lehotsky, Lszl Szilgyi |
| 2010 | MDAI | A Generalized Approach to the Suppressed Fuzzy | Lszl Szilgyi, Sndor M. Szilgyi, Csilla Kiss |
| 2009 | SACI | Application of hybrid c-means clustering models in inhomogeneity compensation and MR brain image segmentation. | Lszl Szilgyi, Sndor M. Szilgyi, Balzs Beny, Zoltn Beny |
| 2009 | SACI | A weighted patient specific electromechanical model of the heart. | Sndor M. Szilgyi, Lszl Szilgyi, David Iclanzan, Zoltn Beny |
| 2008 | CIARP | GeCiM: A Novel Generalized Approach to C-Means Clustering. | Lszl Szilgyi, David Iclanzan, Sndor M. Szilgyi, Dan Dumitrescu |
| 2008 | CIARP | A Thorough Analysis of the Suppressed Fuzzy C-Means Algorithm. | Lszl Szilgyi, Sndor M. Szilgyi, Zoltn Beny |
| 2008 | CIARP | An Enhanced Accessory Pathway Localization Method for Efficient Treatment of Wolff-Parkinson-White Syndrome. | Sndor M. Szilgyi, Lszl Szilgyi, Levente K. Grg, Constantin T. Luca, Dragos Cozma, Gabriel Ivanica, Zoltn Beny |
| 2008 | ICANN | Multi-stage FCM-Based Intensity Inhomogeneity Correction for MR Brain Image Segmentation. | Lszl Szilgyi, Sndor M. Szilgyi, Lszl Dvid, Zoltn Beny |
| 2008 | MDAI | Analytical and Numerical Evaluation of the Suppressed Fuzzy C-Means Algorithm. | Lszl Szilgyi, Sndor M. Szilgyi, Zoltn Beny |
| 2007 | CIARP | Adaptive ECG Compression Using Support Vector Machine. | Sndor M. Szilgyi, Lszl Szilgyi, Zoltn Beny |
| 2007 | CIARP | Echocardiographic Image Sequence Compression Based on Spatial Active Appearance Model. | Sndor M. Szilgyi, Lszl Szilgyi, Zoltn Beny |
| 2007 | CIARP | Unified Neural Network Based Pathologic Event Reconstruction Using Spatial Heart Model. | Sndor M. Szilgyi, Lszl Szilgyi, Attila Frigy, Levente K. Grg, Zoltn Beny |
| 2007 | PSIVT | Spatial Visualization of the Heart in Case of Ectopic Beats and Fibrillation. | Sndor M. Szilgyi, Lszl Szilgyi, Zoltn Beny |