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.
A survey on automatic generation of med- ical imaging reports based on deep learning,
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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.