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Table 2 LSTM prediction accuracy compared to the baselines

From: A temporal visualization of chronic obstructive pulmonary disease progression using deep learning and unstructured clinical notes

COPD Reports

Initial Size of Time Segment

Prediction Accuracy (%)

Our proposed four-layer model

SVM

LR

Merged Reports

30-day

78.85

8.33

0.35

90-day

80.66

15.38

0.00

360-day

99.995

33.33

0.00