Detection of Ischemic Stroke Tissue Fate from the MRI Images Using a Deep Learning Approach

Table 4

Deep learning F1 score prediction including negative rate and positive rate.

Set of data	Design	Specificity	Sensitivity	False negative rate	False positive rate
Raw data	Long-short term memory	50.3	90.3	49.9	9.8
	CNN-bidirectional LSTM	94.5	91.8	6.1	5.6
	CNN-LSTM	96.2	94.2	4.0	8.2