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Christina Maher
Christina Maher
Verified email at sydney.edu.au
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Year
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
152022
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 207, 118083, 2022
122022
Seizure susceptibility prediction in uncontrolled epilepsy
ND Truong, Y Yang, C Maher, L Kuhlmann, A McEwan, A Nikpour, ...
Frontiers in Neurology 12, 721491, 2021
92021
White matter alterations in focal to bilateral tonic-clonic seizures
C Maher, A D'Souza, R Zeng, M Barnett, O Kavehei, A Nikpour, C Wang
Frontiers in Neurology 13 (DOI: 10.3389/fneur.2022.972590), 2022
8*2022
Continental generalization of an AI system for clinical seizure recognition
Y Yang, ND Truong, C Maher, A Nikpour, O Kavehei
arXiv preprint arXiv:2103.10900, 2021
62021
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
Structure-function coupling reveals seizure onset connectivity patterns
C Maher, A D’Souza, M Barnett, O Kavehei, C Wang, A Nikpour
Applied Sciences 12 (20), 10487, 2022
42022
Epileptic Seizure Forecasting: Probabilistic seizure-risk assessment and data-fusion
N Duy Truong, Y Yang, C Maher, A Nikpour, O Kavehei
arXiv e-prints, arXiv: 2005.07196, 2020
42020
Automated method to map cortical brain regions to the nearest scalp electroencephalography electrode
C Maher, A D'Souza, R Zeng, D Wang, M Barnett, O Kavehei, N Armin, ...
EPILEPSIA 62, 238-239, 2021
12021
Two-Channel Epileptic Seizure Detection with Blended Multi-Time Segments Electroencephalography Spectrogram
Y Yang, ND Truong, C Maher, A Nikpour, O Kavehei
12020
Deep learning distinguishes connectomes from focal epilepsy patients and controls: feasibility and clinical implications
C Maher, Z Tang, A D’Souza, M Cabezas, W Cai, M Barnett, O Kavehei, ...
Brain Communications 5 (6), fcad294, 2023
2023
Improving the specificity of biomarkers for epileptic seizure patterns by integrating computational neuroscience, neuroimaging and machine learning models
C Maher
2023
Deep learning distinguishes focal epilepsy groups using connectomes: Feasibility and clinical implications
C Maher, Z Tang, A D'Souza, M Cabezas, W Cai, M Barnett, O Kavehei, ...
medRxiv, 2023.02. 09.23285681, 2023
2023
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, 64-64, 2021
2021
A multimodal AI system for out-of-distribution generalization of seizure detection
Y Yang, ND Truong, JK Eshraghian, C Maher, A Nikpour, O Kavehei
bioRxiv, 2021.07. 02.450974, 2021
2021
Global network disruption in focal to bilateral tonic-clonic seizures.
C Maher, A D'Souza, M Barnett, O Kavehei, A Nikpour, C Wang
Selective Disruption of the Motor Connectome in Non-Familial Amyotrophic Lateral Sclerosis
S Tu, A D'Souza, C Wang, C Maher, C Mahoney, W Huynh, M Barnett, ...
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Articles 1–19