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