1 citations · 1 across the 5 of their papers we have counts for
6 papers
Block-Term Decomposition Approach to Blind Multi-trial Functional Ultrasound Unmixing
Sofia-Eirini Kotti, Eleftherios Kofidis, Borbála Hunyadi
Functional ultrasound (fUS) has emerged as a powerful neuroimaging modality due to its high resolution in both space and time, low cost and potential portability. Nevertheless, fUS…
Adapting Tensor Kernel Machines to Enable Efficient Transfer Learning for Seizure Detection
Seline J. S. de Rooij, Borbála Hunyadi
Transfer learning aims to optimize performance in a target task by learning from a related source problem. In this work, we propose an efficient transfer learning method using a te…
Efficient Patient Fine-Tuned Seizure Detection with a Tensor Kernel Machine
Seline J. S. de Rooij, Frederiek Wesel, Borbála Hunyadi
Recent developments in wearable devices have made accurate and efficient seizure detection more important than ever. A challenge in seizure detection is that patient-specific model…
A Singular-value-based Marker for the Detection of Atrial Fibrillation Using High-resolution Electrograms and Multi-lead ECG
Hanie Moghaddasi, Richard C. Hendriks, Borbala Hunyadi +4
The severity of atrial fibrillation (AF) can be assessed from intra-operative epicardial measurements (high-resolution electrograms), using metrics such as conduction block (CB) an…
Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition
Aybuke Erol, Chagajeg Soloukey, Bastian Generowicz +4
Functional ultrasound (fUS) indirectly measures brain activity by recording changes in cerebral blood volume and flow in response to neural activation. Conventional approaches mode…
Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data
Simon Van Eyndhoven, Patrick Dupont, Simon Tousseyn +4
EEG-correlated fMRI analysis is widely used to detect regional blood oxygen level dependent fluctuations that are significantly synchronized to interictal epileptic discharges, whi…