Borbála Hunyadi

57 papers Misc 3Journal 23Unranked 31

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adapting Tensor Kernel Machines to Enable Efficient Transfer Learning for Seizure Detection. CoRR Seline J. S. de Rooij, Borbála Hunyadi
2025	J	`jnl`	Brain Connectivity: From network science to tensor models. IEEE Signal Process. Mag. Borbála Hunyadi, Selin Aviyente
2025	J	`jnl`	Editorial for Special Issue on Accelerating Brain Discovery Through Data Science and Neurotechnology: Part 2 [From the Guest Editors]. IEEE Signal Process. Mag. Vince D. Calhoun, Damien Coyle, Javier Escudero, Borbála Hunyadi, Jing Sui
2025	—	`conf`	Scalable Higher-Order Topology Identification from Nodal Observations. CAMSAP Ruben Wijnands, Andrea Cavallo, Borbála Hunyadi, Elvin Isufi, Geert Leus
2025	J	`jnl`	Special Issue on Accelerating Brain Discovery Through Data Science and Neurotechnology: Part 1 [From the Guest Editors]. IEEE Signal Process. Mag. Vince D. Calhoun, Damien Coyle, Javier Escudero, Borbála Hunyadi, Jing Sui
2025	J	`jnl`	Speckle Denoising of Dynamic Contrast- Enhanced Ultrasound Using Low-Rank Tensor Decomposition. IEEE Trans. Medical Imaging Metin Calis, Massimo Mischi, Alle-Jan van der Veen, Borbála Hunyadi
2024	J	`jnl`	A Singular-Value-Based Map to Highlight Abnormal Regions Associated With Atrial Fibrillation Using High-Resolution Electrograms and Multi-Lead ECG. IEEE Trans. Biomed. Eng. Hanie Moghaddasi, Richard C. Hendriks, Borbála Hunyadi, Paul Knops, Mathijs S. van Schie, Natasja M. S. de Groot, Alle-Jan van der Veen
2024	—	`conf`	Analyzing Trial-to-Trial Variability in the Mouse Visual Pathway Using Functional Ultrasound. ISBI Aybüke Erol, Pieter Kruizinga, Borbála Hunyadi
2024	—	`conf`	Blind Identification of Overlapping Communities from Nodal Observations. EUSIPCO Ruben Wijnands, Geert Leus, Borbála Hunyadi
2024	—	`conf`	Denoising of the Speckle Noise by Robust Low-rank Tensor Decomposition. EUSIPCO Metin Calis, Borbála Hunyadi
2024	—	`conf`	Efficient Patient Fine-Tuned Seizure Detection with a Tensor Kernel Machine. EUSIPCO Seline J. S. de Rooij, Frederiek Wesel, Borbála Hunyadi
2024	J	`jnl`	Efficient Patient Fine-Tuned Seizure Detection with a Tensor Kernel Machine. CoRR Seline J. S. de Rooij, Frederiek Wesel, Borbála Hunyadi
2024	J	`jnl`	Evoked Component Analysis (ECA): Decomposing the Functional Ultrasound Signal With GLM-Regularization. IEEE Trans. Biomed. Eng. Aybüke Erol, Bastian Generowicz, Pieter Kruizinga, Borbála Hunyadi
2024	—	`conf`	Extracting Hemodynamic Activity with Low-Rank Spatial Signatures in Functional Ultrasound Using Tensor Decompositions. EUSIPCO Sofia-Eirini Kotti, Borbála Hunyadi
2024	J	`jnl`	Tensor Completion for Alzheimer's Disease Prediction From Diffusion Tensor Imaging. IEEE Trans. Biomed. Eng. Yixin Gou, Yipeng Liu, Fei He, Borbála Hunyadi, Ce Zhu
2024	Misc	`conf`	Tensor Decomposition-Based Data Fusion for Biomarker Extraction from Multiple EEG Experiments. ICASSP K. R. Stunnenberg, Richard C. Hendriks, J. L. Vroegop, M. L. Adank, Borbála Hunyadi
2023	J	`jnl`	Correction to: Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition. Neuroinformatics Aybüke Erol, Chagajeg Soloukey, Bastian Generowicz, Nikki van Dorp, Sebastiaan K. E. Koekkoek, Pieter Kruizinga, Borbála Hunyadi
2023	J	`jnl`	Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition. Neuroinformatics Aybüke Erol, Chagajeg Soloukey, Bastian Generowicz, Nikki van Dorp, Sebastiaan K. E. Koekkoek, Pieter Kruizinga, Borbála Hunyadi
2023	Misc	`conf`	Deriving 3D Functional Brain Regions from Multi-Slice Functional Ultrasound Data Using ICA and IVA. ACSSC Isabell Lehmann, Tülay Adali, Pieter Kruizinga, Borbála Hunyadi
2023	—	`conf`	Enabling Large-Scale Probabilistic Seizure Detection with a Tensor-Network Kalman Filter for LS-SVM. ICASSP Workshops Seline J. S. de Rooij, Kim Batselier, Borbála Hunyadi
2023	—	`conf`	GLM-Regularized Low-Rank Factorization For Extracting Functional Response From Swept-3D Functional Ultrasound. ICASSP Workshops Aybüke Erol, Bastian Generowicz, Pieter Kruizinga, Borbála Hunyadi
2023	—	`conf`	Modeling Nonlinear Evoked Hemodynamic Responses in Functional Ultrasound. ICASSP Workshops Sofia-Eirini Kotti, Aybüke Erol, Borbála Hunyadi
2023	—	`conf`	Modeling and Inference of Sparse Neural Dynamic Functional Connectivity Networks Underlying Functional Ultrasound Data. ICASSP Workshops Ruben Wijnands, Justin Dauwels, Ines Serra, Pieter Kruizinga, Aleksandra Badura, Borbála Hunyadi
2022	J	`jnl`	Classification of Comput. Biol. Medicine Hanie Moghaddasi, Richard C. Hendriks, Alle-Jan van der Veen, Natasja M. S. de Groot, Borbála Hunyadi
2022	—	`conf`	Denoising of Dynamic Contrast-enhanced Ultrasound Sequences: A Multilinear Approach. BIOSIGNALS Metin Calis, Massimo Mischi, Alle-Jan van der Veen, Borbála Hunyadi
2022	—	`conf`	Multiparametric ultrasound and machine learning for prostate cancer localization. EUSIPCO Peiran Chen, Metin Calis, Hessel Wijkstra, Pintong Huang, Borbála Hunyadi, Massimo Mischi
2022	—	`conf`	Novel Rank-based Features of Atrial Potentials for the Classification Between Paroxysmal and Persistent Atrial Fibrillation. CinC Hanie Moghaddasi, Richard C. Hendriks, Alle-Jan van der Veen, Natasja M. S. de Groot, Borbála Hunyadi
2021	J	`jnl`	Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data. NeuroImage Simon Van Eyndhoven, Patrick Dupont, Simon Tousseyn, Nico Vervliet, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
2020	J	`jnl`	Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data. CoRR Simon Van Eyndhoven, Patrick Dupont, Simon Tousseyn, Nico Vervliet, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
2020	Misc	`conf`	Joint Estimation of Hemodynamic Response and Stimulus Function in Functional Ultrasound Using Convolutive Mixtures. ACSSC Aybüke Erol, Simon Van Eyndhoven, Sebastiaan K. E. Koekkoek, Pieter Kruizinga, Borbála Hunyadi
2020	—	`conf`	Tensor-based Detection of Paroxysmal and Persistent Atrial Fibrillation from Multi-channel ECG. EUSIPCO Hanie Moghaddasi, Alle-Jan van der Veen, Natasja M. S. de Groot, Borbála Hunyadi
2019	J	`jnl`	A dynamic system of brain networks revealed by fast transient EEG fluctuations and their fMRI correlates. NeuroImage Borbála Hunyadi, Mark W. Woolrich, Andrew J. Quinn, Diego Vidaurre, Maarten De Vos
2019	J	`jnl`	Nonconvulsive Epileptic Seizure Detection in Scalp EEG Using Multiway Data Analysis. IEEE J. Biomed. Health Informatics Yissel Rodriguez Aldana, Borbála Hunyadi, Enrique Juan Marañón Reyes, Valia Rodriguez Rodriguez, Sabine Van Huffel
2019	J	`jnl`	Nonconvulsive epileptic seizure monitoring with incremental learning. Comput. Biol. Medicine Yissel Rodriguez Aldana, Enrique Juan Marañón Reyes, Frank Sanabria-Macias, Valia Rodriguez Rodriguez, Lilia Morales Chacón, Sabine Van Huffel, Borbála Hunyadi
2018	—	`conf`	Artifact Detection of Wrist Photoplethysmograph Signals. BIOSIGNALS Kaat Vandecasteele, Jesús Lázaro, Evy Cleeren, Kasper Claes, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
2018	J	`jnl`	Comparison between Scalp EEG and Behind-the-Ear EEG for Development of a Wearable Seizure Detection System for Patients with Focal Epilepsy. Sensors Ying Gu, Evy Cleeren, Jonathan Dan, Kasper Claes, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
2018	—	`conf`	Single-channel EEG Classification by Multi-channel Tensor subspace Learning and Regression. MLSP Simon Van Eyndhoven, Martijn Bousse, Borbála Hunyadi, Lieven De Lathauwer, Sabine Van Huffel
2017	J	`jnl`	Automated Epileptic Seizure Detection Based on Wearable ECG and PPG in a Hospital Environment. Sensors Kaat Vandecasteele, Thomas De Cooman, Ying Gu, Evy Cleeren, Kasper Claes, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
2017	—	`conf`	Flexible fusion of electroencephalography and functional magnetic resonance imaging: Revealing neural-hemodynamic coupling through structured matrix-tensor factorization. EUSIPCO Simon Van Eyndhoven, Borbála Hunyadi, Lieven De Lathauwer, Sabine Van Huffel
2017	—	`conf`	Nonconvulsive epileptic seizures detection using multiway data analysis. EUSIPCO Yissel Rodriguez Aldana, Borbála Hunyadi, Enrique Juan Marañón Reyes, Valia Rodriguez Rodriguez, Sabine Van Huffel
2017	J	`jnl`	Online Automated Seizure Detection in Temporal Lobe Epilepsy Patients Using Single-lead ECG. Int. J. Neural Syst. Thomas De Cooman, Carolina Varon, Borbála Hunyadi, Wim Van Paesschen, Lieven Lagae, Sabine Van Huffel
2017	J	`jnl`	Tensor decompositions and data fusion in epileptic electroencephalography and functional magnetic resonance imaging data. WIREs Data Mining Knowl. Discov. Borbála Hunyadi, Patrick Dupont, Wim Van Paesschen, Sabine Van Huffel
2016	—	`conf`	Fusion of electroencephalography and functional magnetic resonance imaging to explore epileptic network activity. EUSIPCO Borbála Hunyadi, Wim Van Paesschen, Maarten De Vos, Sabine Van Huffel
2015	J	`jnl`	A prospective fMRI-based technique for localising the epileptogenic zone in presurgical evaluation of epilepsy. NeuroImage Borbála Hunyadi, Simon Tousseyn, Patrick Dupont, Sabine Van Huffel, Maarten De Vos, Wim Van Paesschen
2015	—	`conf`	Classifying the auditory P300 using mobile EEG recordings without calibration phase. EMBC Rob Zink, Borbála Hunyadi, Sabine Van Huffel, Maarten De Vos
2015	—	`conf`	Exploring CPD based unsupervised classification for auditory BCI with mobile EEG. NER Rob Zink, Borbála Hunyadi, Sabine Van Huffel, Maarten De Vos
2015	—	`conf`	Exploring the epileptic network with parallel ICA of interictal EEG-FMRI. EUSIPCO Borbála Hunyadi, Maarten De Vos, Wim Van Paesschen, Sabine Van Huffel
2015	—	`conf`	Single Trial Classification for Mobile BCI - A Multiway Kernel Approach. BIOSIGNALS Lieven Billiet, Borbála Hunyadi, Vladimir Matic, Sabine Van Huffel, Michel Verleysen, Maarten De Vos
2014	—	`conf`	Automatic selection of epileptic independent fMRI components. EMBC Borbála Hunyadi, Simon Tousseyn, Patrick Dupont, Sabine Van Huffel, Wim Van Paesschen, Maarten De Vos
2014	J	`jnl`	Block term decomposition for modelling epileptic seizures. EURASIP J. Adv. Signal Process. Borbála Hunyadi, Daan Camps, Laurent Sorber, Wim Van Paesschen, Maarten De Vos, Sabine Van Huffel, Lieven De Lathauwer
2014	—	`conf`	Incorporating higher dimensionality in joint decomposition of EEG and fMRI. EUSIPCO Wout Swinnen, Borbála Hunyadi, Evrim Acar, Sabine Van Huffel, Maarten De Vos
2013	—	`conf`	Classification of Structured EEG Tensors Using Nuclear Norm Regularization: Improving P300 Classification. PRNI Borbála Hunyadi, Marco Signoretto, Stefan Debener, Sabine Van Huffel, Maarten De Vos
2013	—	`conf`	Comparison of correlation analysis and JointICA for simultaneous EEG-fMRI recordings on contour integration task. EMBC Bogdan Mijovic, Bart Machilsen, Borbála Hunyadi, Maarten De Vos, Johan Wagemans, Sabine Van Huffel
2013	—	`conf`	Developing engineering-oriented educational workshops within a student branch. EUROCON 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
2013	—	`conf`	The quest for single trial correlations in multimodal EEG-fMRI data. EMBC Maarten De Vos, Rob Zink, Borbála Hunyadi, Bogdan Mijovic, Sabine Van Huffel, Stefan Debener
2012	—	`conf`	ICA Component Selection Based on Sparse Activelet Reconstruction for fMRI Analysis in Refractory Focal Epilepsy. PRNI Borbála Hunyadi, Bogdan Mijovic, Simon Tousseyn, Patrick Dupont, Wim Van Paesschen, Sabine Van Huffel, Maarten De Vos
2011	—	`conf`	Automatic Seizure Detection Incorporating Structural Information. ICANN (1) Borbála Hunyadi, Maarten De Vos, Marco Signoretto, Johan A. K. Suykens, Wim Van Paesschen, Sabine Van Huffel