| | --- |
| | license: mit |
| | datasets: |
| | - alonso130r/bradycardia-balanced |
| | - alonso130r/HTR-2024-brachy |
| | --- |
| | |
| | **BRADYCARDIA-BINARY-CLASS** |
| |
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| | The bradycardia EWS (early warning system) binary classification/prediction model uses a hybrid CNN/RNN system. The CNN extracts features from the data, and the large RNN (bidirectional LSTM) captures long-term dependencies inside the data. Trained off alonso130r/bradycardia-balanced (augmented to have a 50/50 ratio of bradycardia to no bradycardia) and evaluated on alonso130r/HTR-2024-brachy. |
