Balázs Benyó

Budapest University of Technology and Economics — Hungary

Medicine · Health Sciences

25h-index2.3kcitations227works2.12yr avg
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Research Topics

Hyperglycemia and glycemic control in critically ill and hospitalized patients(63), Diabetes Management and Research(62), Metabolism, Diabetes, and Cancer(28), Medical Imaging Techniques and Applications(22), Pancreatic function and diabetes(17)

Publications227 total

Monitoring Airway Resistance for Obstructive Sleep Apnea Using a Leak-Based BiPAP System
2025
A Multi-Feature Quantile Regression Approach for Insulin Sensitivity Prediction
2025
Specific Transfer Learning to Improve Quantile Registration Neural Network Performance for Insulin Sensitivity Temporal Forecasting
2025
Evaluation of insulin sensitivity temporal prediction by using quantile regression combined with neural network model
International Journal of Medical Informatics·2025· 1 citedOpen Access
Advances in invasive and non-invasive glucose monitoring: A review of microwave-based sensors
Sensors and Actuators Reports·2025· 5 citedOpen Access
Design and Validation of Substrate Integrated Waveguide-Based Blood Glucose Measurement Sensor
IEEE Sensors Journal·2025· 5 cited
NeuralODE-based Parameter Identification of the Three Chamber Model of the Circulatory System
2025
Patterns of pulsatile impedance change during the apnea test detected by electrical impedance tomography
Current Directions in Biomedical Engineering·2024Open Access
Comparison of three artificial intelligence methods for predicting 90% quantile interval of future insulin sensitivity of intensive care patients
IFAC Journal of Systems and Control·2024· 4 citedOpen Access
Detection of spontaneous breathing during an apnea test in a patient with suspected brain death using electrical impedance tomography: a case report
BMC Pulmonary Medicine·2024Open Access
Applying Neural ODE-Based Cardiovascular Model Identification for Experimental Data Analysis
2024· 1 cited
In-Silico Validation of Insulin Sensitivity Prediction by Neural Network-based Quantile Regression
IFAC-PapersOnLine·2024· 4 citedOpen Access
Design of High Sensitivity Split Ring Resonator Sensor for Invasive Blood Glucose Monitoring
IFAC-PapersOnLine·2024· 6 citedOpen Access
Multi-dimensional Quantile Regression Using Polynomial Function Fitting for Insulin Sensitivity Forecasting
IFAC-PapersOnLine·2024· 3 citedOpen Access
Cardiovascular Model Identification Using Neural ODE
IFAC-PapersOnLine·2024· 2 citedOpen Access
Classification-based deep neural network vs mixture density network models for insulin sensitivity prediction problem
Computer Methods and Programs in Biomedicine·2023· 11 citedOpen Access
Digital Twins and Automation of Care in the Intensive Care Unit
2023· 26 citedOpen Access
Structural priors represented by discrete cosine transform improve EIT functional imaging
PLoS ONE·2023· 8 citedOpen Access
Electrical Impedance Tomography (EIT) measurement monitoring the respiratory status
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Electrical Impedance Tomography (EIT) measurement monitoring the respiratory status
2023Open Access
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Frequent Co-authors

J. Geoffrey Chase(19), Geoffrey M. Shaw(15), Levente Kovács(14), Zoltán Benyó(13), Thomas Desaive(11), Yeong Shiong Chiew(9), Christopher G. Pretty(9), Tamás Haidegger(9), Ákos Szlávecz(9), G. Fördős(6), Jennifer L. Knopp(6), László Szilágyi(5), Knut Möeller(4), Kent W. Stewart(4), Daniel P. Redmond(4), Vincent J. Major(4), Bálint Sódor(4), András Vilmos(4), Katalin J. Kovács(4), Béla Paláncz(4)