Dean R. Freestone

According to our database, Dean R. Freestone authored at least 26 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

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

Proceedings of the 27th International Conference on Information Fusion, 2024

2023

A Transfer Learning-based Model for Individualized Clustered Seizure Prediction Using Intracranial EEG.

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

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

2022

Space-time resolved inference-based neurophysiological process imaging: Application to resting-state alpha rhythm.

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

NeuroImage, 2022

Individualized seizure cluster prediction using machine learning and ambulatory intracranial EEG.

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

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2019

Identification of A Neural Mass Model of Burst Suppression.

Amirhossein Jafarian, Dean R. Freestone, Dragan Nesic, David B. Grayden

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Slow-Fast Duffing Neural Mass Model.

Amirhossein Jafarian, Dean R. Freestone, Dragan Nesic, David B. Grayden

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Consistency of Long-Term Subdural Electrocorticography in Humans.

Ewan S. Nurse, Sam E. John, Dean R. Freestone, Thomas J. Oxley, Hoameng Ung, Samuel F. Berkovic, Terence J. O'Brien, Mark J. Cook, David B. Grayden

IEEE Trans. Biomed. Eng., 2018

Seizure pathways: A model-based investigation.

Philippa J. Karoly, Levin Kuhlmann, Daniel Soudry, David B. Grayden, Mark J. Cook, Dean R. Freestone

PLoS Comput. Biol., 2018

2017

Neural mass models as a tool to investigate neural dynamics during seizures.

Tatiana Kameneva, Tianlin Ying, Ben Guo, Dean R. Freestone

J. Comput. Neurosci., 2017

Probing to Observe Neural Dynamics Investigated with Networked Kuramoto Oscillators.

Elma O'Sullivan-Greene, Levin Kuhlmann, Ewan Nurse, Dean R. Freestone, David B. Grayden, Mark J. Cook, Anthony N. Burkitt, Iven Mareels

Int. J. Neural Syst., 2017

Statistical Performance Analysis of Data-Driven Neural Models.

Dean R. Freestone, Kelvin J. Layton, Levin Kuhlmann, Mark J. Cook

Int. J. Neural Syst., 2017

TrueNorth-enabled real-time classification of EEG data for brain-computer interfacing.

Isabell Kiral-Kornek, Dulini Mendis, Ewan S. Nurse, Benjamin S. Mashford, Dean R. Freestone, David B. Grayden, Stefan Harrer

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Estimation of the mixing kernel and the disturbance covariance in IDE-based spatiotemporal systems.

Parham Aram, Dean R. Freestone

Signal Process., 2016

Neural mass model-based tracking of anesthetic brain states.

Levin Kuhlmann, Dean R. Freestone, Jonathan H. Manton, Bjorn Heyse, Hugo E. M. Vereecke, Tarmo Lipping, Michel M. R. F. Struys, David T. J. Liley

NeuroImage, 2016

On synchronization of networks of Wilson-Cowan oscillators with diffusive coupling.

Saeed Ahmadizadeh, Dragan Nesic, Dean R. Freestone, David B. Grayden

Autom., 2016

Decoding EEG and LFP signals using deep learning: heading TrueNorth.

Ewan Nurse, Benjamin S. Mashford, Antonio Jimeno-Yepes, Isabell Kiral-Kornek, Stefan Harrer, Dean R. Freestone

Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016

2015

Model-based estimation of intra-cortical connectivity using electrophysiological data.

Parham Aram, Dean R. Freestone, Mark J. Cook, Visakan Kadirkamanathan, David B. Grayden

NeuroImage, 2015

Movement related directional tuning from broadband electrocorticography in humans.

Ewan S. Nurse, Dean R. Freestone, Thomas J. Oxley, David C. Ackland, Simon J. Vogrin, Michael Murphy, Terence J. O'Brien, Mark J. Cook, David B. Grayden

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Analytic synchronization conditions for a network of Wilson and Cowan oscillators.

Saeed Ahmadizadeh, Dragan Nesic, David B. Grayden, Dean R. Freestone

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014

Electrical stimulation of neural tissue modeled as a cellular composite: Point Source electrode in an isotropic tissue.

Omid Monfared, Dragan Nesic, Dean R. Freestone, David B. Grayden, Bahman Tahayori, Hamish Meffin

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Spatiotemporal multi-resolution approximation of the Amari type neural field model.

Parham Aram, Dean R. Freestone, Michael Dewar, Kenneth Scerri, Viktor K. Jirsa, David B. Grayden, Visakan Kadirkamanathan

NeuroImage, 2013

A neural mass model of spontaneous burst suppression and epileptic seizures.

Dean R. Freestone, Dragan Nesic, Amirhossein Jafarian, Mark J. Cook, David B. Grayden

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A method for actively tracking excitability of brain networks using a fully implantable monitoring system.

Dean R. Freestone, Sam N. Long, Stephen Frey, Paul H. Stypulkowski, Jonathon E. Giftakis, Mark J. Cook

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2011

A data-driven framework for neural field modeling.

Dean R. Freestone, Parham Aram, Michael Dewar, Kenneth Scerri, David B. Grayden, Visakan Kadirkamanathan

NeuroImage, 2011

Closed-Loop Seizure Control with Very High Frequency Electrical Stimulation at Seizure Onset in the Gaers Model of Absence Epilepsy.

Timothy S. Nelson, Courtney L. Suhr, Dean R. Freestone, Alan Lai, Amy J. Halliday, Karen J. McLean, Anthony N. Burkitt, Mark J. Cook

Int. J. Neural Syst., 2011

Probing for cortical excitability.

Dean R. Freestone, Anthony N. Burkitt, Alan Lai, Timothy S. Nelson, David B. Grayden, Simon J. Vogrin, Michael Murphy, Wendyl D'Souza, Radwa A. B. Badawy, Levin Kuhlmann, Mark J. Cook

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011