Table 5.
Repeatability of volume, mean apparent diffusion coefficient (ADC) value of clinically significant prostate cancer (csPCa) lesion in terms of intra-class correlation coefficient (ICC(3,1)) for ground truth delineations, and segmentation maps obtained by U-Net in the hold-out test set (Stest) for ADCm of three different b value settings (a) B4b900 (0, 300, 500, 900 s/mm2), (b) B4b2000 (0, 900, 1100, 2000 s/mm2), and (c) B2b1300 (0 and 1300 s/mm2). N = 112 patients scheduled for prostatectomy underwent two prostate MR examinations (SA and SB) performed on the same day approximately 15 min apart. The scans, SA and SB, were divided into training set (Atrain and Btrain), N = 78, and test set (Atest and Btest) N = 34
Repeatability ICC (95% confidence interval) | B4b900 | B4b2000 | B2b1300 | |||
---|---|---|---|---|---|---|
Volume | Mean ADC value | Volume | Mean ADC value | Volume | Mean ADC value | |
Ground truth delineations | 0.92 (0.86–0.96) | 0.86 (0.77–92) | 0.92 (0.86–0.96) | 0.89 (0.81–0.93) | 0.92 (0.86–0.96) | 0.98 (0.97–0.99) |
U-Net segmentations (DA and DB) | 0.89 (0.79–0.94) | 0.87 (0.69–0.95) | 0.92 (0.84–0.96) | 0.87 (0.71–0.95) | 0.89 (0.79–0.94) | 0.84 (0.63–0.93) |