Preictal Period Optimization for Deep Learning-Based Epileptic Seizure Prediction P Koutsouvelis, B Chybowski, A Gonzalez-Sulser, S Abdullateef, ...
arXiv preprint arXiv:2407.14876, 2024
2024 Brain health in diverse settings: How age, demographics and cognition shape brain function H Hernandez, S Baez, V Medel, S Moguilner, J Cuadros, ...
NeuroImage 295, 120636, 2024
3 2024 Graph Permutation Entropy: Extensions to the Continuous Case, A step towards Ordinal Deep Learning, and More O Roy, A Campbell-Cousins, JSF Carrasco, MA Parra, J Escudero
arXiv preprint arXiv:2407.07524, 2024
2024 Brain clocks capture diversity and disparity in aging and dementia A Ibanez, S Moguilner, S Baez, H Hernandez, J Migeot, A Legaz, ...
2024 Graph-Based Multivariate Multiscale Dispersion Entropy: Efficient Implementation and Applications to Real-World Network Data JS Fabila-Carrasco, C Tan, J Escudero
arXiv preprint arXiv:2405.00518, 2024
2024 Graph-based permutation patterns for the analysis of task-related fMRI signals on DTI networks in mild cognitive impairment JS Fabila-Carrasco, A Campbell-Cousins, MA Parra-Rodriguez, ...
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
1 2024 Collaborative learning of common latent representations in routinely collected multivariate ICU physiological signals H Haule, I Piper, P Jones, TYM Lo, J Escudero
arXiv preprint arXiv:2402.17917, 2024
2024 Absence seizures and sleep abnormalities in a rat model of GRIN2B neurodevelopmental disorder K Hristova, MC Fasol, N McLaughlin, S Nawaz, M Taskiran, ...
bioRxiv, 2024.02. 27.582289, 2024
2024 Core consistency diagnosis for Block Term Decomposition in rank N Dron, J Escudero
arXiv preprint arXiv:2312.11151, 2023
2023 VAE-IF: Deep feature extraction with averaging for unsupervised artifact detection in routine acquired ICU time-series H Haule, I Piper, P Jones, C Qin, TYM Lo, J Escudero
arXiv preprint arXiv:2312.05959, 2023
2023 Single-Channel EEG Artifact Identification with the Spectral Slope MCM Fasol, J Escudero, A Gonzalez-Sulser
2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023
2023 Dispersion entropy for graph signals JS Fabila-Carrasco, C Tan, J Escudero
Chaos, Solitons & Fractals 175, 113977, 2023
5 2023 Graph-based Multivariate Multiscale Permutation Entropy: Study of Robustness to Noise and Application to Two-Phase Flow Data JS Fabila-Carrasco, C Tan, J Escudero
2023 31st European Signal Processing Conference (EUSIPCO), 1599-1603, 2023
2023 A Window in the Brain: Novel Quantitative Seizure Detection with Minimal Density EEG Montage S Abdullateef, V Rae, B Jordan, A McLellan, J Escudero, V Nenadovic, ...
Critical Care Canada Forum 2022 69, 2023
2023 Functional alignments in brain connectivity networks RA Clark, MA Parra, K Smith, J Escudero, A Ibañez, WJ McGeown, ...
Complex Networks 2022: The 11th International Conference on Complex Networks …, 2022
2022 PP222 [Emerging Sciences/Technology» Innovations]: A WINDOW IN THE BRAIN: DETECTING SEIZURES USING 8-CHANNELS EEG MONTAGE AND PHASE SYNCHRONISATION S Abdullateef, V Rae, B Jordan, A Mclellan, J Escudero, V Nenadovic, ...
Pediatric Critical Care Medicine 23 (Supplement 1 11S), 2022
2022 OP025 [Emerging Sciences/Technology» Other]: A WINDOW IN THE BRAIN: APPLYING DATA SCIENCE TO QUANTITATIVELY DETECT SEIZURES WITH MINIMAL-DENSITY EEG MONTAGE S Abdullateef, V Rae, B Jordan, A Mclellan, J Escudero, V Nenadovic, ...
Pediatric Critical Care Medicine 23 (Supplement 1 11S), 2022
2022 Assessment of perivascular space filtering methods using a three-dimensional computational model J Bernal, MDC Valdés-Hernández, J Escudero, R Duarte, L Ballerini, ...
Magnetic Resonance Imaging 93, 33-51, 2022
12 2022 A noise-robust Multivariate Multiscale Permutation Entropy for two-phase flow characterisation JS Fabila-Carrasco, C Tan, J Escudero
arXiv preprint arXiv:2210.09030, 2022
2 2022 Stratified multivariate multiscale dispersion entropy for physiological signal analysis E Kafantaris, TYM Lo, J Escudero
IEEE Transactions on Biomedical Engineering 70 (3), 1024-1035, 2022
7 2022 
Daniel AbasoloSenior Lecturer in Biomedical Engineering, University of SurreyVerified email at surrey.ac.uk
