Model Parameter Estimation As Features to Predict the Duration of Epileptic Seizures From Onset. - Yueyang Liu; Siqi Xia; Artemio Soto-Breceda; Philippa J. Karoly; Mark J. Cook; David B. Grayden; Daniel Schmidt; Levin Kuhlmann (EMBC, 2023)

Brain Model State Space Reconstruction Using an LSTM Neural Network. - Yueyang Liu; Artemio Soto-Breceda; Yun Zhao 004; Phillipa Karoly; Mark J. Cook; David B. Grayden; Daniel Schmidt; Levin Kuhlmann (CoRR, 2023)

Inhibitory stabilized network behaviour in a balanced neural mass model of a cortical column. - Parvin Zarei Eskikand; Artemio Soto-Breceda; Mark J. Cook; Anthony N. Burkitt; David B. Grayden (Neural Networks, 2023)

Forecasting events in multidimensional electroencephalographic brain data: Application to epileptic seizure prediction. - Yueyang Liu; Artemio Soto-Breceda; Mark J. Cook; Philippa J. Karoly; David B. Grayden; Levin Kuhlmann; Dean R. Freestone; Daniel Schmidt (FUSION, 2024)

Neural dynamics and seizure correlations: Insights from neural mass models in a Tetanus Toxin rat model of epilepsy. - Parvin Zarei Eskikand; Artemio Soto-Breceda; Mark J. Cook; Anthony N. Burkitt; David B. Grayden (Neural Networks, 2024)