MSW-Transformer: Multi-Scale Shifted Windows Transformer Networks for 12-Lead ECG Classification

no code implementations • 21 Jun 2023 • Renjie Cheng, Zhemin Zhuang, Shuxin Zhuang, Lei Xie, Jingfeng Guo

To address these challenges, we propose a single-layer Transformer network called Multi-Scale Shifted Windows Transformer Networks (MSW-Transformer), which uses a multi-window sliding attention mechanism at different scales to capture features in different dimensions.

Classification ECG Classification