Philippa J. Karoly

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Transfer Learning

Maximum Likelihood

Feature Selection

Top Venues

Publications

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)
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)
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)
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 (2022)
Andi Partovi, Farhad Goodarzy, Ewan S. Nurse, Philippa J. Karoly, Dean Freeston, Mark J. Cook, Anthony N. Burkitt, David B. Grayden
. BCI (2020)
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)