Seizure Forecasting from Subcutaneous EEG Using Long Short Term Memory Neural Networks: Algorithm Development and Optimization

Business & Economics

• Neural Networks 100%
• Electroencephalogram (EEG) 97%
• Deep Learning 57%
• Epilepsy 46%
• Prediction 34%
• Therapy 32%
• Performance 31%
• Monitoring 30%

Medicine & Life Sciences

• Long-Term Memory 96%
• Short-Term Memory 78%
• Electroencephalography 71%
• Seizures 64%
• Deep Learning 38%
• Drug Resistant Epilepsy 31%
• Area Under Curve 22%
• Therapeutics 4%

Engineering & Materials Science

• Long short-term memory 96%
• Electroencephalography 80%
• Neural networks 50%
• Refractory materials 45%
• Deep learning 37%
• Classifiers 29%
• Monitoring 23%