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Yikai Yang
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Continental generalization of a human-in-the-loop AI system for clinical seizure recognition
Y Yang, ND Truong, C Maher, A Nikpour, O Kavehei
Expert Systems with Applications, 118083, 2022
16*2022
A multimodal AI system for out-of-distribution generalization of seizure identification
Y Yang, ND Truong, JK Eshraghian, C Maher, A Nikpour, O Kavehei
IEEE Journal of Biomedical and Health Informatics 26 (7), 3529-3538, 2022
142022
Weak self-supervised learning for seizure forecasting: a feasibility study
Y Yang, ND Truong, JK Eshraghian, A Nikpour, O Kavehei
Royal Society Open Science 9 (8), 220374, 2022
13*2022
Can recurrent neural network enhanced EEGNet improve the accuracy of ERP classification task? An exploration and a discussion
H Zhao, Y Yang, P Karlsson, A McEwan
Health and Technology 10 (4), 979-995, 2020
112020
Neuromorphic deep spiking neural networks for seizure detection
Y Yang, JK Eshraghian, ND Truong, A Nikpour, O Kavehei
Neuromorphic Computing and Engineering 3 (1), 014010, 2023
102023
Seizure Susceptibility Prediction in Uncontrolled Epilepsy
ND Truong, Y Yang, C Maher, L Kuhlmann, A McEwan, A Nikpour, ...
Frontiers in Neurology, 1466, 2021
92021
Tsd: Transformers for seizure detection
Y Ma, C Liu, MS Ma, Y Yang, ND Truong, K Kothur, A Nikpour, O Kavehei
bioRxiv, 2023.01. 24.525308, 2023
72023
A comparative study of AI systems for epileptic seizure recognition based on EEG or ECG
Y Yang, ND Truong, C Maher, A Nikpour, O Kavehei
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
52021
Seizure detection with reduced electroencephalogram channels: research trends and outlook
C Maher, Y Yang, ND Truong, C Wang, A Nikpour, O Kavehei
Royal Society Open Science 10 (5), 230022, 2023
42023
Epileptic seizure forecasting: probabilistic seizure-risk assessment and data-fusion
ND Truong, Y Yang, C Maher, A Nikpour, O Kavehei
arXiv preprint arXiv:2005.07196, 2020
42020
Towards long term monitoring: Seizure detection with reduced electroencephalogram channels
CF Maher, Y Yang, D Truong, C Wang, A Nikpour, O Kavehei
medRxiv, 2021
22021
Two-Channel Epileptic Seizure Detection with Blended Multi-Time Segments Electroencephalography Spectrogram
Y Yang, ND Truong, C Maher, A Nikpour, O Kavehei
12020
Towards advanced application of artificial intelligence (AI) in epileptic seizure management
Y Yang
2022
Seizure detection using a reduced number of channels
C Maher, Y Yang, NT Truong, C Wang, N Armin, O Kavehei
EPILEPSIA 62, 119-119, 2021
2021
Prospective Identification of Ictal Electroencephalogram
Y Yang, ND Truong, C Maher, A Nikpour, O Kavehei
EPILEPSIA 62, 549-549, 2021
2021
Systems and methods for event forecasting and intervention
Y Yang, ND Truong, JK Eshraghian, O Kavehei
AU Patent AU2021902957A0, 2021
2021
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