Borbála Hunyadi

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 33

Top Topics

Tensor Decomposition

Epileptic Seizures

Top Venues

ICASSP Workshops

Publications

Yixin Gou, Yipeng Liu, Fei He, Borbála Hunyadi, Ce Zhu
Tensor Completion for Alzheimer's Disease Prediction From Diffusion Tensor Imaging. IEEE Trans. Biomed. Eng. 71 (7) (2024)
K. R. Stunnenberg, Richard C. Hendriks, J. L. Vroegop, M. L. Adank, Borbála Hunyadi
Tensor Decomposition-Based Data Fusion for Biomarker Extraction from Multiple EEG Experiments. ICASSP (2024)
Aybüke Erol, Chagajeg Soloukey, Bastian Generowicz, Nikki van Dorp, Sebastiaan Koekkoek, Pieter Kruizinga, Borbála Hunyadi
Correction to: Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition. Neuroinformatics 21 (2) (2023)
Sofia-Eirini Kotti, Aybüke Erol, Borbála Hunyadi
Modeling Nonlinear Evoked Hemodynamic Responses in Functional Ultrasound. ICASSP Workshops (2023)
Aybüke Erol, Chagajeg Soloukey, Bastian Generowicz, Nikki van Dorp, Sebastiaan Koekkoek, Pieter Kruizinga, Borbála Hunyadi
Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition. Neuroinformatics 21 (2) (2023)
Ruben Wijnands, Justin Dauwels, Ines Serra, Pieter Kruizinga, Aleksandra Badura, Borbála Hunyadi
Modeling and Inference of Sparse Neural Dynamic Functional Connectivity Networks Underlying Functional Ultrasound Data. ICASSP Workshops (2023)
Isabell Lehmann, Tülay Adali, Pieter Kruizinga, Borbála Hunyadi
Deriving 3D Functional Brain Regions from Multi-Slice Functional Ultrasound Data Using ICA and IVA. ACSSC (2023)
Aybüke Erol, Bastian Generowicz, Pieter Kruizinga, Borbála Hunyadi
GLM-Regularized Low-Rank Factorization For Extracting Functional Response From Swept-3D Functional Ultrasound. ICASSP Workshops (2023)
Hanie Moghaddasi, Richard C. Hendriks, Alle-Jan van der Veen, Natasja M. S. de Groot, Borbála Hunyadi
post-operative and persistent atrial fibrillation using multi-channel ECG recordings. Comput. Biol. Medicine 143 (2022)
Metin Calis, Massimo Mischi, Alle-Jan van der Veen, Borbála Hunyadi
Denoising of Dynamic Contrast-enhanced Ultrasound Sequences: A Multilinear Approach. BIOSIGNALS (2022)
Peiran Chen, Metin Calis, Hessel Wijkstra, Pintong Huang, Borbála Hunyadi, Massimo Mischi
Multiparametric ultrasound and machine learning for prostate cancer localization. EUSIPCO (2022)
Hanie Moghaddasi, Richard C. Hendriks, Alle-Jan van der Veen, Natasja M. S. de Groot, Borbála Hunyadi
Novel Rank-based Features of Atrial Potentials for the Classification Between Paroxysmal and Persistent Atrial Fibrillation. CinC (2022)
Simon Van Eyndhoven, Patrick Dupont, Simon Tousseyn, Nico Vervliet, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data. NeuroImage 228 (2021)
Simon Van Eyndhoven, Patrick Dupont, Simon Tousseyn, Nico Vervliet, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data. CoRR (2020)
Hanie Moghaddasi, Alle-Jan van der Veen, Natasja M. S. de Groot, Borbála Hunyadi
Tensor-based Detection of Paroxysmal and Persistent Atrial Fibrillation from Multi-channel ECG. EUSIPCO (2020)
Aybüke Erol, Simon Van Eyndhoven, Sebastiaan Koekkoek, Pieter Kruizinga, Borbála Hunyadi
Joint Estimation of Hemodynamic Response and Stimulus Function in Functional Ultrasound Using Convolutive Mixtures. ACSSC (2020)
Yissel Rodriguez Aldana, Enrique Juan Marañón Reyes, Frank Sanabria-Macias, Valia Rodriguez Rodriguez, Lilia Morales Chacón, Sabine Van Huffel, Borbála Hunyadi
Nonconvulsive epileptic seizure monitoring with incremental learning. Comput. Biol. Medicine 114 (2019)
Borbála Hunyadi, Mark W. Woolrich, Andrew J. Quinn, Diego Vidaurre, Maarten De Vos
A dynamic system of brain networks revealed by fast transient EEG fluctuations and their fMRI correlates. NeuroImage 185 (2019)
Yissel Rodriguez Aldana, Borbála Hunyadi, Enrique Juan Marañón Reyes, Valia Rodriguez Rodriguez, Sabine Van Huffel
Nonconvulsive Epileptic Seizure Detection in Scalp EEG Using Multiway Data Analysis. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Kaat Vandecasteele, Jesús Lázaro, Evy Cleeren, Kasper Claes, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
Artifact Detection of Wrist Photoplethysmograph Signals. BIOSIGNALS (2018)
Simon Van Eyndhoven, Martijn Bousse, Borbála Hunyadi, Lieven De Lathauwer, Sabine Van Huffel
Single-channel EEG Classification by Multi-channel Tensor subspace Learning and Regression. MLSP (2018)
Ying Gu, Evy Cleeren, Jonathan Dan, Kasper Claes, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
Comparison between Scalp EEG and Behind-the-Ear EEG for Development of a Wearable Seizure Detection System for Patients with Focal Epilepsy. Sensors 18 (1) (2018)
Kaat Vandecasteele, Thomas De Cooman, Ying Gu, Evy Cleeren, Kasper Claes, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
Automated Epileptic Seizure Detection Based on Wearable ECG and PPG in a Hospital Environment. Sensors 17 (10) (2017)
Yissel Rodriguez Aldana, Borbála Hunyadi, Enrique Juan Marañón Reyes, Valia Rodriguez Rodriguez, Sabine Van Huffel
Nonconvulsive epileptic seizures detection using multiway data analysis. EUSIPCO (2017)
Thomas De Cooman, Carolina Varon, Borbála Hunyadi, Wim Van Paesschen, Lieven Lagae, Sabine Van Huffel
Online Automated Seizure Detection in Temporal Lobe Epilepsy Patients Using Single-lead ECG. Int. J. Neural Syst. 27 (7) (2017)
Simon Van Eyndhoven, Borbála Hunyadi, Lieven De Lathauwer, Sabine Van Huffel
Flexible fusion of electroencephalography and functional magnetic resonance imaging: Revealing neural-hemodynamic coupling through structured matrix-tensor factorization. EUSIPCO (2017)
Borbála Hunyadi, Patrick Dupont, Wim Van Paesschen, Sabine Van Huffel
Tensor decompositions and data fusion in epileptic electroencephalography and functional magnetic resonance imaging data. WIREs Data Mining Knowl. Discov. 7 (1) (2017)
Borbála Hunyadi, Wim Van Paesschen, Maarten De Vos, Sabine Van Huffel
Fusion of electroencephalography and functional magnetic resonance imaging to explore epileptic network activity. EUSIPCO (2016)
Lieven Billiet, Borbála Hunyadi, Vladimir Matic, Sabine Van Huffel, Michel Verleysen, Maarten De Vos
Single Trial Classification for Mobile BCI - A Multiway Kernel Approach. BIOSIGNALS (2015)
Rob Zink, Borbála Hunyadi, Sabine Van Huffel, Maarten De Vos
Exploring CPD based unsupervised classification for auditory BCI with mobile EEG. NER (2015)
Borbála Hunyadi, Maarten De Vos, Wim Van Paesschen, Sabine Van Huffel
Exploring the epileptic network with parallel ICA of interictal EEG-FMRI. EUSIPCO (2015)
Rob Zink, Borbála Hunyadi, Sabine Van Huffel, Maarten De Vos
Classifying the auditory P300 using mobile EEG recordings without calibration phase. EMBC (2015)
Borbála Hunyadi, Simon Tousseyn, Patrick Dupont, Sabine Van Huffel, Maarten De Vos, Wim Van Paesschen
A prospective fMRI-based technique for localising the epileptogenic zone in presurgical evaluation of epilepsy. NeuroImage 113 (2015)
Wout Swinnen, Borbála Hunyadi, Evrim Acar, Sabine Van Huffel, Maarten De Vos
Incorporating higher dimensionality in joint decomposition of EEG and fMRI. EUSIPCO (2014)
Borbála Hunyadi, Daan Camps, Laurent Sorber, Wim Van Paesschen, Maarten De Vos, Sabine Van Huffel, Lieven De Lathauwer
Block term decomposition for modelling epileptic seizures. EURASIP J. Adv. Signal Process. 2014 (2014)
Borbála Hunyadi, Simon Tousseyn, Patrick Dupont, Sabine Van Huffel, Wim Van Paesschen, Maarten De Vos
Automatic selection of epileptic independent fMRI components. EMBC (2014)
Bogdan Mijovic, Bart Machilsen, Borbála Hunyadi, Maarten De Vos, Johan Wagemans, Sabine Van Huffel
Comparison of correlation analysis and JointICA for simultaneous EEG-fMRI recordings on contour integration task. EMBC (2013)
Maarten De Vos, Rob Zink, Borbála Hunyadi, Bogdan Mijovic, Sabine Van Huffel, Stefan Debener
The quest for single trial correlations in multimodal EEG-fMRI data. EMBC (2013)
Borbála Hunyadi, Marco Signoretto, Stefan Debener, Sabine Van Huffel, Maarten De Vos
Classification of Structured EEG Tensors Using Nuclear Norm Regularization: Improving P300 Classification. PRNI (2013)
Jan Verveckken, Frederik Geth, Borbála Hunyadi, Jef Beerten, Niels Leemput, Juan Van Roy, Pieter Tielens, Valentijn De Smedt, Sandro Iacovella, Ninah Koolen, Hans De Clercq, Johan Driesen, Georges G. E. Gielen, Robert Puers, Joos Vandewalle, Sabine Van Huffel, Ronnie Belmans, Geert Deconinck, Wim Dehaene
Developing engineering-oriented educational workshops within a student branch. EUROCON (2013)
Borbála Hunyadi, Bogdan Mijovic, Simon Tousseyn, Patrick Dupont, Wim Van Paesschen, Sabine Van Huffel, Maarten De Vos
ICA Component Selection Based on Sparse Activelet Reconstruction for fMRI Analysis in Refractory Focal Epilepsy. PRNI (2012)
Borbála Hunyadi, Maarten De Vos, Marco Signoretto, Johan A. K. Suykens, Wim Van Paesschen, Sabine Van Huffel
Automatic Seizure Detection Incorporating Structural Information. ICANN (1) (2011)