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Toward evidence-based severity assessment in rat models with repeated seizures: III. Electrical post-status epilepticus model.

Isabel SeiffertRoelof Maarten van DijkInes KoskaValentina Di LibertoChristina MöllerRupert PalmeRainer HellwegHeidrun Potschka
Published in: Epilepsia (2019)
The present findings further confirm that burrowing behavior and saccharin preference might serve as valid parameters for severity assessment in chronic epilepsy models. Considering the course of alterations providing evidence for a more pronounced level of distress in the early phase following status epilepticus (SE), we suggest a classification of the electrical post-SE model as severe. This suggestion may serve as a guidance for laboratory-specific evaluations. Comparison between data from animals with tethered and telemetric recordings indicated an impact of the mode of recordings. However, further research is necessary to analyze the validity of telemetry as a putative refinement measure.
Keyphrases
  • machine learning
  • deep learning
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  • electronic health record
  • big data