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

Shuaicong Hu, Jian Liu, Rui Yang, Yanan Wang, Aiguo Wang, Kuanzheng Li, Wenxin Liu, Cuiwei Yang

IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2023 · 65 citations · 31 references

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Abstract

We propose a precise hybrid Transformer model for epilepsy prediction. The applicability of TL and model inputs is also explored for customizing personalized models in clinical application scenarios.

References

31