DeepLesion
Benchmarks
TaskDatasetSOTA resultTrendResults
DeepLesion simulated (test)
39.73PSNR (Image Domain)
8
DeepLesion key-slice (test)
92.5Sensitivity @ FP=4
8
Synthesized DeepLesion Metal Size Group 5 (Smallest) (test)
46.48PSNR
7
Synthesized DeepLesion Metal Size Group 4 (test)
45.2PSNR
7
Synthesized DeepLesion Metal Size Group 2 (test)
40.42PSNR
7
Synthesized DeepLesion Metal Size Group 1 (Largest) (test)
38.28PSNR
7
DeepLesion nr=128 N1=10^6
48.62PSNR
7
DeepLesion nr=64 N1=10^6
43.75PSNR
7
DeepLesion N1=10^6 (nr=32)
39.39PSNR
7
Synthesized DeepLesion (test)
35.11PSNR
7
DeepLesion
94.73Mean Accuracy
6
DeepLesion all-lesion (test)
76.31Sensitivity @ 4 FPs (IoU)
6
DeepLesion LDCT simulated 10% dose noise (test)
30.15PSNR (dB)
5
DeepLesion
38.5IoU (%)
5
DeepLesion n_theta=32 (test)
38.28PSNR
4
DeepLesion
33.06PSNR (90° range)
3
DeepLesion
33.717PSNR (18 views)
3
DeepLesion (test)
85.22Average Sensitivity
3
DeepLesion Lesion-Harvester augmented (test)
91.65Sensitivity @ 0.5 FPPI
3
DeepLesion (test)
—Primary metric
0