Table 7.
Comparison of algorithm optimization performance.
CT image | Algorithm | Average | Std | Time processing |
---|---|---|---|---|
Early COVID-19 | DeHFA | 0.2853 | 0.0203 | 3.33 |
UOFA | 0.4135 | 0.0582 | 3.47 | |
COFA | 0.5309 | 0.0947 | 4.71 | |
FARMEDI | 0.0901 | 0.0056 | 2.74 | |
Early asymptomatic COVID-19 | DeHFA | 0.3898 | 0.0106 | 3.56 |
UOFA | 0.5435 | 0.0508 | 3.82 | |
COFA | 0.6140 | 0.0614 | 4.46 | |
FARMEDI | 0.0640 | 0.0043 | 2.69 | |
Resolution COVID-19 | DeHFA | 0.3731 | 0.0421 | 3.34 |
UOFA | 0.6945 | 0.0458 | 3.76 | |
COFA | 0.8018 | 0.0751 | 4.48 | |
FARMEDI | 0.0517 | 0.0089 | 2.76 | |
Adenovirus pneumonia | DeHFA | 0.2455 | 0.0116 | 3.46 |
UOFA | 0.2508 | 0.0614 | 3.54 | |
COFA | 0.4335 | 0.0853 | 4.78 | |
FARMEDI | 0.0656 | 0.0034 | 2.82 | |
Staphylococcal pneumonia | DeHFA | 0.3889 | 0.0391 | 3.35 |
UOFA | 0.5345 | 0.0407 | 3.43 | |
COFA | 0.7018 | 0.0818 | 4.65 | |
FARMEDI | 0.0642 | 0.0047 | 2.89 | |
Early COVID-19 | MPA | 0.2738 | 0.0018 | 3.27 |
EOA | 0.3949 | 0.0052 | 3.39 | |
GOA | 0.5543 | 0.0086 | 4.82 | |
TFA | 0.8632 | 0.0083 | 5.29 | |
FARMEDI | 0.0901 | 0.0056 | 2.74 |