From: Fine-grained information extraction from German transthoracic echocardiography reports
Section | Aspect | TP | FP | FN | Prec | Rec. | F1 |
---|---|---|---|---|---|---|---|
General Information | |||||||
Prosthetic Valves (type) | 16 | 0 | 3 | 1.00 | 0.84 | 0.91 | |
Imaging Quality | 263 | 0 | 3 | 1.00 | 0.99 | 0.99 | |
No Regurgitation | 8 | 0 | 0 | 1.00 | 1.00 | 1.00 | |
Aortic Valve | |||||||
Morphology | 74 | 0 | 15 | 1.00 | .83 | .91 | |
V max | 84 | 0 | 0 | 1.00 | 1.00 | 1.00 | |
AV Regurgitation | 136 | 1 | 0 | .99 | 1.00 | 1.00 | |
AV Prosthesis Regurgitation | 8 | 0 | 0 | 1.00 | 1.00 | 1.00 | |
AV Stenosis | 48 | 0 | 1 | 1.00 | .98 | .99 | |
AV Area | 15 | 2 | 0 | .88 | 1.00 | .94 | |
ΔPmax (pressure gradient) | 23 | 2 | 0 | .92 | 1.00 | .96 | |
Aorta | Aortic Root Diameter | 186 | 0 | 0 | 1.00 | 1.00 | 1.00 |
Mitral Valve | |||||||
Morphology | 3 | 0 | 0 | 1.00 | 1.00 | 1.00 | |
MV Regurgitation | 229 | 6 | 1 | .97 | 1.00 | .98 | |
MV Prosthesis (Pmean, PHT) | 4 | 0 | 2 | 1.00 | .67 | .80 | |
MV Stenosis | 1 | 0 | 2 | 1.0 | .33 | .50 | |
MV Area | 2 | 0 | 0 | 1.00 | 1.00 | 1.00 | |
Tricuspid Valve | |||||||
Morphology | 67 | 0 | 0 | 1.00 | 1.00 | 1.00 | |
TV Regurgitation | 259 | 2 | 0 | .99 | 1.00 | 1.00 | |
sPAP | 178 | 0 | 0 | 1.00 | 1.00 | 1.00 | |
Left Ventricle | |||||||
LVD d | 15 | 0 | 0 | 1.00 | 1.00 | 1.00 | |
LVD s | 67 | 0 | 0 | 1.00 | 1.00 | 1.00 | |
IVSD d | 97 | 0 | 0 | 1.00 | 1.00 | 1.00 | |
PWD d | 96 | 0 | 1 | 1.00 | .99 | .99 | |
LVEF (%) | 221 | 0 | 0 | 1.00 | 1.00 | 1.00 | |
Wall Motion Abnormalities | 51 | 0 | 1 | 1.00 | .98 | .99 | |
Diastolic Function | 350 | 2 | 6 | .99 | .98 | .99 | |
Left Atrium | LAD (LADs, LADsI) | 88 | 0 | 0 | 1.00 | 1.00 | 1.00 |
Right Ventricle | Dimension | 101 | 0 | 1 | 1.00 | .99 | .99 |
Pericardium | Pericardial Effusion | 182 | 5 | 5 | .97 | .97 | .97 |
Micro Average | 2872 | 20 | 41 | .993 | .986 | .989 | |
Macro Average | (mean over all aspects) | .991 | .950 | .963 |