An encoder-decoder model with a ResNet encoder and LSTM or Transformer decoder generates ECG reports and beats a single published baseline on PTB-XL and a proprietary ICM dataset.
Enhancing electrocardiogram (ecg) analysis of implantable cardiac monitor data: An efficient pipeline for multi-label classification,
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Automated Medical Report Generation for ECG Data: Bridging Medical Text and Signal Processing with Deep Learning
An encoder-decoder model with a ResNet encoder and LSTM or Transformer decoder generates ECG reports and beats a single published baseline on PTB-XL and a proprietary ICM dataset.