Behavior Decoding Delineates Seizure Microfeatures and Associated Sudden Death Risks in Mouse Models of Epilepsy

These behavior microfeatures can facilitate preclinical mechanistic studies and antiseizure medication screening at scales. These findings also underscore the translational potential of video-based seizure behavior decoding in both inpatient and outpatient settings, including analyzing videos captured by home surveillance devices and ubiquitous smartphones. ANN NEUROL 2026;99:231-247.

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Publication Details

Journal
Annals of Neurology
Published
2025-09-13
DOI
https://doi.org/10.1002/ana.78032
Citations
1
Primary Topic
Zebrafish Biomedical Research Applications
Type
article
Field-Weighted Citation Impact
1.15
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article

Behavior Decoding Delineates Seizure Microfeatures and Associated Sudden Death Risks in Mouse Models of Epilepsy

Bin Gu, A. G. Sathyanesan, Xianhui Chen, Juergen E. Thomas et al.
1 citations
Annals of Neurology
Zebrafish Biomedical Research Applications
1.15
article

Behavior Decoding Delineates Seizure Microfeatures and Associated Sudden Death Risks in Mouse Models of Epilepsy

Bin Gu, A. G. Sathyanesan, Xianhui Chen, Juergen E. Thomas, Ping Zhang, Abigayle Hahn, Y. Shen, Jaden Zelidon, Mariam Najeeb
article en
1 citations

Abstract

These behavior microfeatures can facilitate preclinical mechanistic studies and antiseizure medication screening at scales. These findings also underscore the translational potential of video-based seizure behavior decoding in both inpatient and outpatient settings, including analyzing videos captured by home surveillance devices and ubiquitous smartphones. ANN NEUROL 2026;99:231-247.

Annals of NeurologyVol. 99(1)
University of Dayton (US), The Ohio State University (US)
Openalex Percentile: Top 20%
Zebrafish Biomedical Research Applications
1.15
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