Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model

• Main Authors: Shuaicong Hu (Author), Jian Liu (Author), Rui Yang (Author), Ya'Nan Wang (Author), Aiguo Wang (Author), Kuanzheng Li (Author), Wenxin Liu (Author), Cuiwei Yang (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Objective: Epilepsy prediction algorithms offer patients with drug-resistant epilepsy a way to reduce unintended harm from sudden seizures. The purpose of this study is to investigate the applicability of transfer learning (TL) technique and model inputs for different deep learning (DL) model struct...