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ORCIDPhilippa J. Karoly
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2020 – today
- 2024
[c6]Yueyang Liu, Artemio Soto-Breceda, Mark J. Cook, Philippa J. Karoly, David B. Grayden, Levin Kuhlmann, Dean R. Freestone, Daniel Schmidt:
Forecasting events in multidimensional electroencephalographic brain data: Application to epileptic seizure prediction. FUSION 2024: 1-8- [c5]Yun Zhao, David B. Grayden, Mario Boley, Yueyang Liu, Philippa J. Karoly, Mark J. Cook, Levin Kuhlmann:
Inference-based time-resolved chaos analysis of brain models: application to focal epilepsy. FUSION 2024: 1-8 - 2023
- [c4]Yueyang Liu, Siqi Xia, Artemio Soto-Breceda, Philippa J. Karoly
, Mark J. Cook, David B. Grayden, Daniel Schmidt, Levin Kuhlmann:
Model Parameter Estimation As Features to Predict the Duration of Epileptic Seizures From Onset. EMBC 2023: 1-4 - [c3]Yurui Cao, Krishnakant V. Saboo, Václav Kremen, Vladimir Sladky, Nicholas M. Gregg, Paul M. Arnold, Suguna Pappu, Philippa J. Karoly, Dean R. Freestone, Mark J. Cook, Gregory A. Worrell, Ravishankar K. Iyer:
A Transfer Learning-based Model for Individualized Clustered Seizure Prediction Using Intracranial EEG. NER 2023: 1-4 - 2022
- [j2]Yun Zhao, Mario Boley, Andria Pelentritou, Philippa J. Karoly, Dean R. Freestone, Yueyang Liu, Suresh D. Muthukumaraswamy, William Woods, David T. J. Liley, Levin Kuhlmann:
Space-time resolved inference-based neurophysiological process imaging: Application to resting-state alpha rhythm. NeuroImage 263: 119592 (2022) - [c2]Krishnakant V. Saboo, Yurui Cao, Václav Kremen, Vladimir Sladky, Nicholas M. Gregg, Paul M. Arnold, Philippa J. Karoly, Dean R. Freestone, Mark J. Cook, Gregory A. Worrell, Ravishankar K. Iyer:
Individualized seizure cluster prediction using machine learning and ambulatory intracranial EEG. BIBM 2022: 1157-1163 - 2020
- [c1]Andi Partovi, Farhad Goodarzy, Ewan S. Nurse, Philippa J. Karoly, Dean Freeston, Mark J. Cook, Anthony N. Burkitt, David B. Grayden:
A Convolutional Neural Network Model for Decoding EEG signals in a Hand-Squeeze Task1. BCI 2020: 1-6
2010 – 2019
- 2018
- [j1]Philippa J. Karoly, Levin Kuhlmann, Daniel Soudry, David B. Grayden, Mark J. Cook, Dean R. Freestone:
Seizure pathways: A model-based investigation. PLoS Comput. Biol. 14(10) (2018)
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