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Aya Khalaf
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A novel technique for cardiac arrhythmia classification using spectral correlation and support vector machines
AF Khalaf, MI Owis, IA Yassine
Expert Systems with Applications 42 (21), 8361-8368, 2015
1352015
Convolutional neural networks for deep feature learning in retinal vessel segmentation
AF Khalaf, IA Yassine, AS Fahmy
2016 IEEE international conference on image processing (ICIP), 385-388, 2016
472016
An adversarial collaboration protocol for testing contrasting predictions of global neuronal workspace and integrated information theory
L Melloni, L Mudrik, M Pitts, K Bendtz, O Ferrante, U Gorska, R Hirschhorn, ...
PLoS One 18 (2), e0268577, 2023
302023
Common spatial pattern and wavelet decomposition for motor imagery EEG-fTCD brain-computer interface
A Khalaf, E Sejdic, M Akcakaya
Journal of Neuroscience Methods 320, 98-106, 2019
292019
Analysis of multimodal physiological signals within and between individuals to predict psychological challenge vs. threat
A Khalaf, M Nabian, M Fan, Y Yin, J Wormwood, E Siegel, KS Quigley, ...
Expert Systems with Applications 140, 112890, 2020
23*2020
A novel motor imagery hybrid brain computer interface using EEG and functional transcranial Doppler ultrasound
A Khalaf, E Sejdic, M Akcakaya
Journal of neuroscience methods 313, 44-53, 2019
232019
A brain-computer interface based on functional transcranial doppler ultrasound using wavelet transform and support vector machines
A Khalaf, M Sybeldon, E Sejdic, M Akcakaya
Journal of neuroscience methods 293, 174-182, 2018
222018
Human visual consciousness involves large scale cortical and subcortical networks independent of task report and eye movement activity
SI Kronemer, M Aksen, JZ Ding, JH Ryu, Q Xin, Z Ding, JS Prince, H Kwon, ...
Nature Communications 13 (1), 7342, 2022
162022
Early cortical signals in visual stimulus detection
H Kwon, SI Kronemer, KL Christison-Lagay, A Khalaf, J Li, JZ Ding, ...
Neuroimage 244, 118608, 2021
152021
Transfer learning for a multimodal hybrid EEG-fTCD brain–computer interface
E Dagois, A Khalaf, E Sejdic, M Akcakaya
IEEE Sensors Letters 3 (1), 1-4, 2018
152018
Arrhythmia classification based on novel distance series transform of phase space trajectories
KS Sayed, AF Khalaf, YM Kadah
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
152015
Novel features for microcalcification detection in digital mammogram images based on wavelet and statistical analysis
AF Khalaf, IA Yassine
2015 IEEE International Conference on Image Processing (ICIP), 1825-1829, 2015
142015
Decreased but diverse activity of cortical and thalamic neurons in consciousness-impairing rodent absence seizures
C McCafferty, BF Gruenbaum, R Tung, JJ Li, X Zheng, P Salvino, ...
Nature Communications 14 (1), 117, 2023
122023
Real-time cardiac arrhythmia classification using memristor neuromorphic computing system
AM Hassan, AF Khalaf, KS Sayed, HH Li, Y Chen
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
122018
Novel Bayesian classifier discriminant function optimization strategies for arrhythmia classification
AF Ahmed, MI Owis, IA Yassine
IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI …, 2014
122014
Towards optimal visual presentation design for hybrid EEG—fTCD brain–computer interfaces
A Khalaf, E Sejdic, M Akcakaya
Journal of neural engineering 15 (5), 056019, 2018
112018
An adversarial collaboration to critically evaluate theories of consciousness
Cogitate Consortium, O Ferrante, U Gorska-Klimowska, S Henin, ...
BioRxiv, 2023.06. 23.546249, 2023
92023
A probabilistic approach for calibration time reduction in hybrid EEG–fTCD brain–computer interfaces
A Khalaf, M Akcakaya
BioMedical Engineering OnLine 19, 1-18, 2020
92020
A machine learning approach for classifying faults in microgrids using wavelet decomposition
A Khalaf, HA Al Hassan, A Emes, M Akcakaya, BM Grainger
2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019
92019
Induced bioresistance via BNP detection for machine learning-based risk assessment
S So, A Khalaf, X Yi, C Herring, Y Zhang, MA Simon, M Akcakaya, SH Lee, ...
Biosensors and Bioelectronics 175, 112903, 2021
82021
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