READS-V: Real-time Automated Detection of Epileptic Seizures from Surveillance Videos via Skeleton-based Spatiotemporal ViG

no code implementations • 24 Nov 2023 • Yankun Xu, Jie Yang, Wenjie Ming, Shuang Wang, Mohamad Sawan

An accurate and efficient epileptic seizure onset detection system can significantly benefit patients.

Action Recognition Decision Making +3

Shorter Latency of Real-time Epileptic Seizure Detection via Probabilistic Prediction

no code implementations • 4 Jan 2023 • Yankun Xu, Jie Yang, Wenjie Ming, Shuang Wang, Mohamad Sawan

And, a novel multiscale STFT-based feature extraction method combined with 3D-CNN architecture is proposed to accurately capture predictive probabilities of samples.

Binary Classification Decision Making +2