Lehel Dénes-Fazakas

22 papers B 5Misc 8Journal 6Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Development of Hardware-in-the-loop Testing Framework for Artificial Pancreas Systems. SMC László Szász, Barbara Simon, Lehel Dénes-Fazakas, Máté Siket, Levente Kovács, György Eigner
2025	Misc	`conf`	Exploring Vision Transformer Architectures for Brain Tumor Classification: A Comprehensive Study. SACI Lehel Dénes-Fazakas, Barbara Simon, Ádám Hartvég, Szabolcs Csaholczi, György Eigner, Levente Kovács, László Szilágyi
2025	B	`conf`	Predicting Blood Glucose Trends with Deep Neural Networks: A Patient-Specific Approach. SMC Barbara Simon, Ádám Hartvég, László Szász, Lehel Dénes-Fazakas, Máté Siket, György Eigner, Levente Kovács
2024	J	`jnl`	Advancing Medical Assistance: Developing an Effective Hungarian-Language Medical Chatbot with Artificial Intelligence. Inf. Barbara Simon, Ádám Hartvég, Lehel Dénes-Fazakas, György Eigner, László Szilágyi
2024	Misc	`conf`	Enhancing Diabetes Management Through GRU Analysis of Physical Activity Effects. SISY Barbara Simon, Ádám Hartvég, Máté Siket, Lehel Dénes-Fazakas, Levente Kovács, László Szilágyi, Gábor Kertész, György Eigner
2024	Misc	`conf`	Mobile Application Development for Diabetes Patient. SACI Csaba Potyok, Barbara Simon, Ádám Hartvég, Máté Siket, Lehel Dénes-Fazakas, György Eigner, Milán Balázs, Levente Kovács, László Szilágyi
2024	J	`jnl`	Personalized food consumption detection with deep learning and Inertial Measurement Unit sensor. Comput. Biol. Medicine Lehel Dénes-Fazakas, Barbara Simon, Ádám Hartvég, László Szilágyi, Levente Kovács, Amir Mosavi, György Eigner
2024	J	`jnl`	Physical Activity Detection for Diabetes Mellitus Patients Using Recurrent Neural Networks. Sensors Lehel Dénes-Fazakas, Barbara Simon, Ádám Hartvég, Levente Kovács, Eva-Henrietta Dulf, László Szilágyi, György Eigner
2024	Misc	`conf`	Review of Reinforcement Learning-Based Control Algorithms in Artificial Pancreas Systems for Diabetes Mellitus Management. SACI Lehel Dénes-Fazakas, Gyozo Dénes Fazakas, György Eigner, Levente Kovács, László Szilágyi
2024	Misc	`conf`	Web Application Development for Diabetes Patients. SACI Miklós Nagy, Barbara Simon, László Szász, Máté Siket, Lehel Dénes-Fazakas, György Eigner, Patrik Péter Süli, Levente Kovács, László Szilágyi
2023	B	`conf`	Brain Tumor Segmentation from Multi-Spectral MRI Records Using a U-Net Cascade Architecture. SMC Lehel Dénes-Fazakas, Levente Kovács, György Eigner, László Szilágyi
2023	B	`conf`	Effect of Hyperparameters of Reinforcement Learning in Blood Glucose Control. SMC Lehel Dénes-Fazakas, Máté Siket, László Szilágyi, György Eigner, Levente Kovács
2023	Misc	`conf`	Investigation of reward functions for controlling blood glucose level using reinforcement learning. SACI Lehel Dénes-Fazakas, Máté Siket, László Szilágyi, György Eigner, Levente Kovács
2023	J	`jnl`	Uninorm-like parametric activation functions for human-understandable neural models. Knowl. Based Syst. Orsolya Csiszár, Luca Sára Pusztaházi, Lehel Dénes-Fazakas, Michael S. Gashler, Vladik Kreinovich, Gábor Csiszár
2023	—	`conf`	Which Activation Function Works Best for Training Artificial Pancreas: Empirical Fact and Its Theoretical Explanation. SSCI Lehel Dénes-Fazakas, László Szilágyi, György Eigner, Olga Kosheleva, Martine Ceberio, Vladik Kreinovich
2022	B	`conf`	Control of Type 1 Diabetes Mellitus using direct reinforcement learning based controller. SMC Lehel Dénes-Fazakas, Máté Siket, Gábor Kertész, László Szilágyi, Levente Kovács, György Eigner
2022	J	`jnl`	Detection of Physical Activity Using Machine Learning Methods Based on Continuous Blood Glucose Monitoring and Heart Rate Signals. Sensors Lehel Dénes-Fazakas, Máté Siket, László Szilágyi, Levente Kovács, György Eigner
2022	Misc	`conf`	Numba-accelerated parameter estimation for artificial pancreas applications. SISY Máté Siket, Lehel Dénes-Fazakas, Levente Kovács, György Eigner
2022	J	`jnl`	Uninorm-like parametric activation functions for human-understandable neural models. CoRR Orsolya Csiszár, Luca Sára Pusztaházi, Lehel Dénes-Fazakas, Michael S. Gashler, Vladik Kreinovich, Gábor Csiszár
2022	—	`conf`	Utilization of IMU-Based Gesture Recognition in the Treatment of Diabetes. AQTR Marcell Szántó, Gergo Strasser, László Szász, Lehel Dénes-Fazakas, György Eigner, Gábor Kertész, Levente Kovács
2021	—	`conf`	Identifying the most suitable histogram normalization technique for machine learning based segmentation of multispectral brain MRI data. AFRICON Andrea Koble, Ágnes Gyorfi, Szabolcs Csaholczi, Béla Surányi, Lehel Dénes-Fazakas, Levente Kovács, László Szilágyi
2019	Misc	`conf`	User Verification Based on Mouse Dynamics: a Comparison of Public Data Sets. SACI Margit Antal, Lehel Dénes-Fazakas