User profiles for Borbála Hunyadi

Borbála Hunyadi

TU Delft
Verified email at tudelft.nl
Cited by 1616

Automated epileptic seizure detection based on wearable ECG and PPG in a hospital environment

…, K Claes, W Van Paesschen, S Van Huffel, B Hunyadi - Sensors, 2017 - mdpi.com
Electrocardiography has added value to automatically detect seizures in temporal lobe epilepsy
(TLE) patients. The wired hospital system is not suited for a long-term seizure detection …

Mobile EEG on the bike: disentangling attentional and physical contributions to auditory attention tasks

R Zink, B Hunyadi, S Van Huffel… - Journal of neural …, 2016 - iopscience.iop.org
Objective. In the past few years there has been a growing interest in studying brain functioning
in natural, real-life situations. Mobile EEG allows to study the brain in real unconstrained …

Comparison between scalp EEG and behind-the-ear EEG for development of a wearable seizure detection system for patients with focal epilepsy

…, K Claes, W Van Paesschen, S Van Huffel, B Hunyadi - Sensors, 2017 - mdpi.com
A wearable electroencephalogram (EEG) device for continuous monitoring of patients
suffering from epilepsy would provide valuable information for the management of the disease. …

Visual seizure annotation and automated seizure detection using behind‐the‐ear electroencephalographic channels

…, J Dan, E Cleeren, S Van Huffel, B Hunyadi… - …, 2020 - Wiley Online Library
Objective Seizure diaries kept by patients are unreliable. Automated electroencephalography
(EEG)‐based seizure detection systems are a useful support tool to objectively detect and …

The power of ECG in multimodal patient‐specific seizure monitoring: added value to an EEG‐based detector using limited channels

…, M De Vos, W Van Paesschen, B Hunyadi - …, 2021 - Wiley Online Library
Objective Wearable seizure detection devices could provide more reliable seizure
documentation outside the hospital compared to seizure self‐reporting by patients, which is the …

Block term decomposition for modelling epileptic seizures

B Hunyadi, D Camps, L Sorber, WV Paesschen… - EURASIP Journal on …, 2014 - Springer
Recordings of neural activity, such as EEG, are an inherent mixture of different ongoing brain
processes as well as artefacts and are typically characterised by low signal-to-noise ratio. …

Incorporating structural information from the multichannel EEG improves patient-specific seizure detection

B Hunyadi, M Signoretto, W Van Paesschen… - Clinical …, 2012 - Elsevier
OBJECTIVE: A novel patient-specific seizure detection algorithm is presented. As the spatial
distribution of the ictal pattern is characteristic for a patient’s seizures, this work incorporates …

Tensor decompositions and data fusion in epileptic electroencephalography and functional magnetic resonance imaging data

B Hunyadi, P Dupont… - … : Data Mining and …, 2017 - Wiley Online Library
Electroencephalography ( EEG ) and functional magnetic resonance imaging ( fMRI ) record
a mixture of ongoing neural processes, physiological and nonphysiological noise. The …

Online automated seizure detection in temporal lobe epilepsy patients using single-lead ECG

T De Cooman, C Varon, B Hunyadi… - … journal of neural …, 2017 - World Scientific
Automated seizure detection in a home environment has been of increased interest the last
couple of decades. The electrocardiogram is one of the signals that is suited for this …

A dynamic system of brain networks revealed by fast transient EEG fluctuations and their fMRI correlates

B Hunyadi, MW Woolrich, AJ Quinn, D Vidaurre… - Neuroimage, 2019 - Elsevier
Resting state brain activity has become a significant area of investigation in human
neuroimaging. An important approach for understanding the dynamics of neuronal activity in the …