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Epileptic High Frequency Oscillation EEG with Network Analysis Dataset

Creator:

Lin, Jack and Stacey, William C.

Description:

The characterization of HFO networks through functional connectivity analysis and network centrality. Details of the code repository can be found in the README.txt file.

Keyword:

Epilepsy, High Frequency Oscillation, HFO, Network, and EEG

Citation to related publication:

Pending

Discipline:

Health Sciences
A taxonomy of seizure dynamotypes - Code & Data

Creator:

Crisp, Dakota N., Saggio, Maria L., Scott, Jared, Stacey, William C., Nakatani, Mitsuyoshi, Gliske, Stephen V., and Lin, Jack

Description:

This data and scripts are meant to test and show seizure differentiation based on bifurcation theory. A zip file is included which contains real and simulated seizure waveforms, Matlab scripts, and metadata. The matlab scripts allow for visual review validation and objective feature analysis. The file “README.txt” provides more detail about each individual file within the zip file. and Data citation: Crisp, D.N., Saggio, M.L., Scott, J., Stacey, W.C., Nakatani, M., Gliske, S.F., Lin, J. (2019). Epidynamics: Navigating the map of seizure dynamics - Code & Data [Data set]. University of Michigan Deep Blue Data Repository. https://doi.org/10.7302/ejhy-5h41

Keyword:

Bifurcation, Epilepsy, Seizure, and Divergence

Citation to related publication:

Saggio, M.L., Crisp, D., Scott, J., Karoly, P.J., Kuhlmann, L., Nakatani, M., Murai, T., Dümpelmann, M., Schulze-Bonhage, A., Ikeda, A., Cook, M., Gliske, S.V., Lin, J., Bernard, C., Jirsa, V., Stacey, W., 2020. In pre-print. Epidynamics characterize and navigate the map of seizure dynamics. bioRxiv 2020.02.08.940072. https://doi.org/10.1101/2020.02.08.940072

Discipline:

Engineering, Science, and Health Sciences

Epileptic High Frequency Oscillation EEG with Network Analysis Dataset

A taxonomy of seizure dynamotypes - Code & Data

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Epileptic High Frequency Oscillation EEG with Network Analysis Dataset

A taxonomy of seizure dynamotypes - Code & Data

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