Aya Khalaf
机构: Postdoctoral Associate, Yale University
每年引用次数
引用次数
引用: 565
H-指数: 13
I10-指数 : 18
出版物: 41
Decreased overall neuronal activity in a rodent model of impaired consciousness during absence seizures
Sanganahalli Bg , Johnson Ea , Herman P , Blumenfeld H
bioRxiv
1
2021
A novel technique for cardiac arrhythmia classification using spectral correlation and support vector machines
Aya F. Khalaf , Mohamed I. Owis , Inas A. Yassine
Expert Systems With Applications 42 ( 21) 8361 -8368
120
2015
Novel features for microcalcification detection in digital mammogram images based on wavelet and statistical analysis
Aya F. Khalaf , Inas A. Yassine
2015 IEEE International Conference on Image Processing (ICIP) 1825 -1829
6
2015
Convolutional neural networks for deep feature learning in retinal vessel segmentation
Aya F. Khalaf , Inas A. Yassine , Ahmed S. Fahmy
international conference on image processing 385 -388
22
2016
Real-Time Cardiac Arrhythmia Classification Using Memristor Neuromorphic Computing System
Amr M Hassan , Aya F Khalaf , Khaled S Sayed , Hai Helen Li
international conference of the ieee engineering in medicine and biology society 2018 2567 -2570
3
2018
Spectral correlation analysis for microcalcification detection in digital mammogram images
Aya F. Khalaf , Inas A. Yassine
international symposium on biomedical imaging 88 -91
3
2015
Image features of spectral correlation function for arrhythmia classification
Aya F. Khalaf , Mohammed I. Owis , Inas A. Yassine
international conference of the ieee engineering in medicine and biology society 2015 5199 -5202
1
2015
Arrhythmia classification based on novel distance series transform of phase space trajectories
Khaled S. Sayed , Aya F. Khalaf , Yasser M. Kadah
international conference of the ieee engineering in medicine and biology society 2015 5195 -5198
6
2015
Analysis of Multimodal Physiological Signals Within and Between Individuals to Predict Psychological Challenge vs. Threat
Aya Khalaf , Mohsen Nabian , Miaolin Fan , Yu Yin
Expert Systems With Applications 140 112890
1
2020
A brain-computer interface based on functional transcranial doppler ultrasound using wavelet transform and support vector machines.
Aya Khalaf , Matthew Sybeldon , Ervin Sejdic , Murat Akcakaya
Journal of Neuroscience Methods 293 174 -182
8
2018
EEG-based neglect assessment: A feasibility study.
Aya Khalaf , Jessica Kersey , Safaa Eldeeb , Gazihan Alankus
Journal of Neuroscience Methods 303 169 -177
2
2018
A novel motor imagery hybrid brain computer interface using EEG and functional transcranial Doppler ultrasound.
Aya Khalaf , Ervin Sejdic , Murat Akcakaya
Journal of Neuroscience Methods 313 44 -53
12
2019
Common spatial pattern and wavelet decomposition for motor imagery EEG- fTCD brain-computer interface.
Aya Khalaf , Ervin Sejdic , Murat Akcakaya
Journal of Neuroscience Methods 320 98 -106
8
2019
Bhattacharyya Distance-based Transfer Learning for a Hybrid EEG-FTCD Brain-computer Interface
Elise Dagois , Aya Khalaf , Ervin Sejdic , Murat Akcakaya
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 3082 -3086
2019
Mutual Information for Transfer Learning in SSVEP Hybrid EEG-fTCD Brain-Computer Interfaces
Aya Khalaf , Ervin Sejdic , Murat Akcakaya
international ieee/embs conference on neural engineering 941 -944
2019
A probabilistic approach for calibration time reduction in hybrid EEG-fTCD brain-computer interfaces.
Aya Khalaf , Murat Akcakaya
Biomedical Engineering Online 19 ( 1) 23
1
2020
Towards optimal visual presentation design for hybrid EEG-fTCD brain-computer interfaces.
Aya Khalaf , Ervin Sejdic , Murat Akcakaya
Journal of Neural Engineering 15 ( 5) 056019 -056019
8
2018
EEG-fTCD hybrid brain-computer interface using template matching and wavelet decomposition.
Aya Khalaf , Ervin Sejdic , Murat Akcakaya
Journal of Neural Engineering 16 ( 3) 036014
4
2019
Induced bioresistance via BNP detection for machine learning-based risk assessment.
Seth So , Aya Khalaf , Xinruo Yi , Connor Herring
Biosensors and Bioelectronics 175 112903
2021
A Machine Learning Approach for Classifying Faults in Microgrids using Wavelet Decomposition
Aya Khalaf , Hashim A. Al Hassan , Adam Emes , Murat Akcakaya
2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) 1 -6
1
2019