OpenSeizureDatabase
This database contains seizure and seizure‑like events contributed by OpenSeizureDetector users, intended to support research that improves seizure detection algorithms.
Description
OpenSeizureDatabase Overview
Dataset Description
OpenSeizureDatabase is a collection of epilepsy seizure and seizure‑like event data contributed by OpenSeizureDetector users, aimed at enhancing seizure detection algorithms (Open Seizure Toolkit, OSTK). The data are stored separately and require an application for access.
License
- The dataset is released under a variant of the Creative Commons Share‑Alike license, requiring that any system descriptions and results derived from the data be publicly released to benefit the OpenSeizureDetector community.
Data Users
The following researchers have obtained access to the anonymized OpenSeizureDatabase data:
| Name | Contact | Research Area | Website |
|---|---|---|---|
| Graham Jones | graham@openseizuredetector.org.uk | Development of improved seizure detection algorithms for OpenSeizureDetector | OpenSeizureDetector |
| Jamie Pordoy | pordjam@uwl.ac.uk | PhD research on seizure detection | IntSaV Group |
| Benjamin Mickler | Seizure detection research | ||
| Anthony Cuturrufo, UCLA | Machine‑learning seizure detection | ||
| Bram Regtien | @aroonPro | OSD development | |
| Jongchan Lee, Mokwon University | @paorisun | Student project on multifunctional smartwatch development | |
| Junrun Chen, Hangzhou Dianzi University | @ErHai1 | Classification of seizure types and detection |
Researchers wishing to access the data should email osdb@openseizuredetector.org.uk, stating their intended use and commitment to comply with the license.
Installation Instructions
- Create a folder named
osdin the root directory and enter it. - Clone this repository (
git clone https://github.com/OpenSeizureDetector/OpenSeizureDatabase.git). - Navigate to
~/osd/OpenSeizureDatabase. - Create a Python virtual environment (
python -m venv ~/pyEnvs/osdb). - Activate the environment (
source ~/pyEnvs/osdb/bin/activate). - Install dependencies (
pip install -r requirements.txt; optionally remove the TensorFlow requirement). - Create a folder named
osd/osdbin the root directory. - Copy the OSDB JSON text files into
~/osd/osdb.
Test Installation
- Go to
~osd/OpenSeizureDatabase/user_tools/dataSummariser. - Rename
osdbCfg.json.templatetoosdbCfg.jsonand adjust the configuration as needed. - Run
python ./summariseData.py --indexto generateoutput/index.htmlcontaining all database entries. - Run
python ./summariseData.py --event=5483to generate anoutput/Event_5483_summaryfolder with the event summary.
Documentation
For detailed information on data structures and software, see the Documentation. Sample datasets are located in the documentation folder.
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Topics
Source
Organization: github
Created: 8/13/2022
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