CPSC2021

Paroxysmal Atrial Fibrillation Events Detection from Dynamic ECG Recordings: The 4th China Physiological Signal Challenge 2021

Offline generated training data

CPSC2021-sliced on Kaggle.

Results (Rankings)

Results on the partial hidden test set (only the top of the table is included)

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Results on the partial hidden test set

Results on the validation set

Raw results are gathered into one zip file, the val_res.zip in the results folder

Network(s)	Merge Rule	Score on Partial Hidden Test Set	Score on Validation Set
LSTM	NA	1.9392	2.0621
SeqTag	NA	1.9781	2.1577
U-Net	NA	1.3699	NA
LSTM + U-Net	Union	1.7829	NA
LSTM + SeqTag	Intersection	1.9287	NA
LSTM + SeqTag	Union	1.9766	2.1682
LSTM + SeqTag	New Union	?	2.2179

Confusion matrices of the LSTM model and the SeqTag model

              

More detailed analysis using pandas

References

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