nnUNetV2修改笔记-D8

nnUNetV2修改笔记-D8
Wang Zihao训练
本来是想显卡装在i5-10400电脑上,但是看了下机箱太小了。装不下显卡。于是就想找一个大点的机箱,把主板换里面。结果机箱还是太小了。于是没法子只能把三个机箱都恢复,然后把10400主板拆出来,直接拿出来用。装了个ubuntu,环境配好了。试了下确实速度有提升,现在正常情况下已经有260s左右的速度了。虽然跟auto-dl上170s左右有差别,但是已经可以了。再想提升就只能换cpu了。
验证
今天把之前几个完成验证的训练都拿上去验证了一下,发现有两个训练没训练完。于是把两个训练都完成了之后,再进行验证。
验证出的还算快的。效果感觉还可以,没想到自己改的EAB还真有效,比nnUNet还强。
PretrainedSTUNetTrainer_base__nnUNetPlans__3d_fullres
Label | Dice_ET | Dice_WT | Dice_TC | Sensitivity_ET | Sensitivity_WT | Sensitivity_TC | Specificity_ET | Specificity_WT | Specificity_TC | Hausdorff95_ET | Hausdorff95_WT | Hausdorff95_TC |
---|---|---|---|---|---|---|---|---|---|---|---|---|
BraTS19_CBICA_AAM_1 | 0.0 | 0.86657 | 0.27841 | 0.0 | 0.79205 | 0.91632 | 1.0 | 0.99672 | 0.94242 | nan | 47.38512 | 28.61818 |
BraTS19_CBICA_ABT_1 | 0.0 | 0.93381 | 0.44645 | 0.0 | 0.98072 | 0.7132 | 1.0 | 0.99811 | 0.98968 | nan | 2.23607 | 12.52996 |
BraTS19_CBICA_ALA_1 | 0.0 | 0.91058 | 0.29416 | 0.0 | 0.92943 | 0.84365 | 1.0 | 0.99581 | 0.96979 | nan | 2.23607 | 21.11871 |
BraTS19_CBICA_ALT_1 | 0.0 | 0.92672 | 0.49177 | 0.0 | 0.9248 | 0.51755 | 1.0 | 0.99204 | 0.96078 | nan | 4.12311 | 16.91153 |
BraTS19_CBICA_ALV_1 | 0.0 | 0.91669 | 0.05106 | 0.0 | 0.95619 | 0.73028 | 1.0 | 0.99533 | 0.96358 | nan | 3.0 | 42.28948 |
BraTS19_CBICA_ALZ_1 | 0.0 | 0.94361 | 0.20356 | 0.0 | 0.98482 | 0.48618 | 1.0 | 0.99148 | 0.9341 | nan | 1.41421 | 21.40093 |
BraTS19_CBICA_AMF_1 | 0.0 | 0.93814 | 0.41657 | 0.0 | 0.96128 | 0.53924 | 1.0 | 0.99259 | 0.95613 | nan | 1.41421 | 18.71896 |
BraTS19_CBICA_AMU_1 | 0.0 | 0.92399 | 0.37595 | 0.0 | 0.90848 | 0.73839 | 1.0 | 0.99201 | 0.91673 | nan | 4.58258 | 23.60085 |
BraTS19_CBICA_ANK_1 | 0.0 | 0.92582 | 0.10179 | 0.0 | 0.93371 | 0.68482 | 1.0 | 0.99648 | 0.96193 | nan | 2.23607 | 23.08679 |
BraTS19_CBICA_APM_1 | 0.0 | 0.89982 | 0.67517 | 0.0 | 0.82757 | 0.6966 | 1.0 | 0.99924 | 0.98489 | nan | 4.12311 | 7.07107 |
BraTS19_CBICA_AQE_1 | 0.0 | 0.76881 | 0.42911 | 0.0 | 0.73886 | 0.82661 | 1.0 | 0.99818 | 0.9939 | nan | 5.09902 | 9.89949 |
BraTS19_CBICA_ARR_1 | 0.0 | 0.92866 | 0.2237 | 0.0 | 0.9255 | 0.55239 | 1.0 | 0.99795 | 0.97719 | nan | 2.82843 | 17.11724 |
BraTS19_CBICA_ATW_1 | 0.0 | 0.82099 | 0.10827 | 0.0 | 0.7854 | 0.87222 | 1.0 | 0.99072 | 0.94211 | nan | 4.69042 | 26.72078 |
BraTS19_CBICA_AUC_1 | 0.0 | 0.85705 | 0.48022 | 0.0 | 0.862 | 0.37161 | 1.0 | 0.99533 | 0.99474 | nan | 6.40312 | 8.06226 |
BraTS19_CBICA_AUE_1 | 0.0 | 0.89763 | 0.38834 | 0.0 | 0.89012 | 0.58855 | 1.0 | 0.98763 | 0.92767 | nan | 5.83095 | 21.84033 |
BraTS19_CBICA_AZA_1 | 0.0 | 0.67792 | 0.40658 | 0.0 | 0.52787 | 0.54668 | 1.0 | 0.99868 | 0.98714 | nan | 17.11724 | 8.24621 |
BraTS19_CBICA_BHF_1 | 0.0 | 0.95117 | 0.45875 | 0.0 | 0.95395 | 0.77742 | 1.0 | 0.99781 | 0.97415 | nan | 1.41421 | 19.74842 |
BraTS19_CBICA_BHN_1 | 0.0 | 0.91847 | 0.47589 | 0.0 | 0.87149 | 0.60747 | 1.0 | 0.99856 | 0.97621 | nan | 3.0 | 15.16575 |
BraTS19_CBICA_BKY_1 | 0.0 | 0.92133 | 0.36419 | 0.0 | 0.87319 | 0.37621 | 1.0 | 0.99817 | 0.97068 | nan | 3.60555 | 13.67479 |
BraTS19_CBICA_BLI_1 | 0.0 | 0.94289 | 0.60696 | 0.0 | 0.91055 | 0.63158 | 1.0 | 0.99824 | 0.97572 | nan | 1.73205 | 9.0 |
BraTS19_CBICA_BLK_1 | 0.0 | 0.88622 | 0.40734 | 0.0 | 0.90196 | 0.86906 | 1.0 | 0.99485 | 0.97224 | nan | 17.11724 | 20.02498 |
BraTS19_MDA_1012_1 | 0.0 | 0.90579 | 0.50367 | 0.0 | 0.95023 | 0.73845 | 1.0 | 0.99351 | 0.97413 | nan | 3.0 | 13.15295 |
BraTS19_MDA_1015_1 | 0.0 | 0.94196 | 0.34329 | 0.0 | 0.95517 | 0.77339 | 1.0 | 0.99494 | 0.95054 | nan | 4.3589 | 16.76305 |
BraTS19_MDA_1060_1 | 0.0 | 0.87889 | 0.50551 | 0.0 | 0.86677 | 0.74721 | 1.0 | 0.99575 | 0.97895 | nan | 3.60555 | 13.45362 |
BraTS19_MDA_1081_1 | 0.0 | 0.91045 | 0.69716 | 0.0 | 0.9604 | 0.79367 | 1.0 | 0.99314 | 0.98351 | nan | 6.32456 | 5.47723 |
BraTS19_MDA_1089_1 | 0.0 | 0.82996 | 0.30468 | 0.0 | 0.83715 | 0.96449 | 1.0 | 0.99698 | 0.98624 | nan | 2.44949 | 19.72308 |
BraTS19_MDA_1123_1 | 0.0 | 0.86498 | 0.63379 | 0.0 | 0.86769 | 0.94735 | 1.0 | 0.99825 | 0.99356 | nan | 3.16228 | 5.83095 |
BraTS19_MDA_1124_1 | 0.0 | 0.78175 | 0.74789 | 0.0 | 0.71261 | 0.9319 | 1.0 | 0.99917 | 0.99772 | nan | 4.24264 | 5.09902 |
BraTS19_MDA_907_1 | 0.0 | 0.88115 | 0.36738 | 0.0 | 0.80788 | 0.62308 | 1.0 | 0.99804 | 0.96171 | nan | 6.16441 | 25.4951 |
BraTS19_MDA_922_1 | 0.0 | 0.92739 | 0.31696 | 0.0 | 0.88852 | 0.83758 | 1.0 | 0.99716 | 0.93246 | nan | 3.4641 | 24.26932 |
BraTS19_MDA_958_1 | 0.0 | 0.76544 | 0.75697 | 0.0 | 0.70681 | 0.78833 | 1.0 | 0.99951 | 0.99923 | nan | 3.0 | 3.0 |
BraTS19_MDA_959_1 | 0.0 | 0.84951 | 0.13676 | 0.0 | 0.78161 | 0.4251 | 1.0 | 0.9927 | 0.92231 | nan | 7.61577 | 23.60085 |
BraTS19_TCIA01_215_1 | 0.0 | 0.88332 | 0.45932 | 0.0 | 0.88794 | 0.76982 | 1.0 | 0.99928 | 0.99621 | nan | 2.0 | 9.07465 |
BraTS19_TCIA01_341_1 | 0.0 | 0.93959 | 0.58212 | 0.0 | 0.97353 | 0.74677 | 1.0 | 0.98953 | 0.95039 | nan | 3.0 | 19.20937 |
BraTS19_TCIA01_454_1 | 0.0 | 0.79719 | 0.2157 | 0.0 | 0.96742 | 0.93389 | 1.0 | 0.97793 | 0.94428 | nan | 6.7082 | 22.67157 |
BraTS19_TCIA02_139_1 | 0.0 | 0.96109 | 0.47055 | 0.0 | 0.9473 | 0.90049 | 1.0 | 0.99683 | 0.92228 | nan | 1.41421 | 19.20937 |
BraTS19_TCIA02_210_1 | 0.0 | 0.92929 | 0.62217 | 0.0 | 0.98837 | 0.69193 | 1.0 | 0.99729 | 0.99234 | nan | 2.23607 | 7.07107 |
BraTS19_TCIA02_229_1 | 0.0 | 0.83988 | 0.39808 | 0.0 | 0.98495 | 0.98532 | 1.0 | 0.99513 | 0.98652 | nan | 3.60555 | 18.02776 |
BraTS19_TCIA02_230_1 | 0.0 | 0.95922 | 0.54989 | 0.0 | 0.92958 | 0.73098 | 1.0 | 0.9989 | 0.94442 | nan | 2.23607 | 21.18962 |
BraTS19_TCIA02_273_1 | 0.0 | 0.9625 | 0.68288 | 0.0 | 0.94284 | 0.68306 | 1.0 | 0.99873 | 0.98226 | nan | 1.41421 | 10.04988 |
BraTS19_TCIA02_294_1 | 0.0 | 0.92542 | 0.37897 | 0.0 | 0.98209 | 0.73905 | 1.0 | 0.99057 | 0.95028 | nan | 2.0 | 21.47091 |
BraTS19_TCIA02_350_1 | 0.0 | 0.94312 | 0.44986 | 0.0 | 0.95454 | 0.62006 | 1.0 | 0.99234 | 0.94164 | nan | 2.44949 | 19.20937 |
BraTS19_TCIA02_355_1 | 0.0 | 0.9792 | 0.56619 | 0.0 | 0.97194 | 0.65252 | 1.0 | 0.99828 | 0.95165 | nan | 1.0 | 9.43398 |
BraTS19_TCIA02_382_1 | 0.0 | 0.90188 | 0.54895 | 0.0 | 0.98913 | 0.93736 | 1.0 | 0.98965 | 0.96469 | nan | 2.23607 | 17.02939 |
BraTS19_TCIA02_400_1 | 0.0 | 0.93523 | 0.37949 | 0.0 | 0.99439 | 0.94799 | 1.0 | 0.99487 | 0.96794 | nan | 1.73205 | 19.51922 |
BraTS19_TCIA02_457_1 | 0.0 | 0.86206 | 0.19881 | 0.0 | 0.91755 | 0.68236 | 1.0 | 0.97834 | 0.91161 | nan | 7.54983 | 33.94113 |
BraTS19_TCIA02_496_1 | 0.0 | 0.92396 | 0.27273 | 0.0 | 0.90661 | 0.86625 | 1.0 | 0.99317 | 0.91252 | nan | 3.16228 | 25.71186 |
BraTS19_TCIA03_216_1 | 0.0 | 0.97617 | 0.2775 | 0.0 | 0.96899 | 0.41549 | 1.0 | 0.99913 | 0.96894 | nan | 1.0 | 14.69694 |
BraTS19_TCIA03_250_1 | 0.0 | 0.9533 | 0.53324 | 0.0 | 0.92716 | 0.64807 | 1.0 | 0.99937 | 0.98566 | nan | 3.0 | 11.22497 |
BraTS19_TCIA03_288_1 | 0.0 | 0.94543 | 0.43291 | 0.0 | 0.89909 | 0.75828 | 1.0 | 0.99977 | 0.95617 | nan | 1.41421 | 21.0 |
BraTS19_TCIA03_295_1 | 0.0 | 0.89043 | 0.29673 | 0.0 | 0.80377 | 0.73082 | 1.0 | 0.99987 | 0.95207 | nan | 3.16228 | 24.59675 |
BraTS19_TCIA03_303_1 | 0.0 | 0.96209 | 0.37358 | 0.0 | 0.93324 | 0.56426 | 1.0 | 0.99967 | 0.97348 | nan | 1.73205 | 12.84523 |
BraTS19_TCIA03_304_1 | 0.0 | 0.94997 | 0.38117 | 0.0 | 0.95481 | 0.62694 | 1.0 | 0.99042 | 0.89887 | nan | 2.0 | 23.43075 |
BraTS19_TCIA03_313_1 | 0.0 | 0.96288 | 0.7411 | 0.0 | 0.97043 | 0.74017 | 1.0 | 0.99639 | 0.98342 | nan | 1.73205 | 9.94987 |
BraTS19_TCIA03_318_1 | 0.0 | 0.88643 | 0.44411 | 0.0 | 0.81225 | 0.76535 | 1.0 | 0.99723 | 0.93492 | nan | 19.87461 | 25.75266 |
BraTS19_TCIA03_464_1 | 0.0 | 0.93954 | 0.4225 | 0.0 | 0.89129 | 0.86967 | 1.0 | 0.9997 | 0.96999 | nan | 1.73205 | 18.21537 |
BraTS19_TCIA03_604_1 | 0.0 | 0.95573 | 0.61234 | 0.0 | 0.91821 | 0.74004 | 1.0 | 0.99985 | 0.98304 | nan | 2.0 | 10.24695 |
BraTS19_TCIA04_212_1 | 0.0 | 0.98294 | 0.43336 | 0.0 | 0.98138 | 0.88989 | 1.0 | 0.99949 | 0.97777 | nan | 1.0 | 11.04536 |
BraTS19_TCIA04_253_1 | 0.0 | 0.89173 | 0.52434 | 0.0 | 0.92638 | 0.7051 | 1.0 | 0.9923 | 0.97217 | nan | 3.74166 | 15.0 |
BraTS19_TCIA05_456_1 | 0.0 | 0.91395 | 0.60494 | 0.0 | 0.95674 | 0.74772 | 1.0 | 0.98746 | 0.95821 | nan | 2.82843 | 9.0 |
BraTS19_TCIA05_484_1 | 0.0 | 0.96357 | 0.45904 | 0.0 | 0.95074 | 0.69469 | 1.0 | 0.99759 | 0.94376 | nan | 1.41421 | 20.51828 |
BraTS19_TCIA06_497_1 | 0.0 | 0.90869 | 0.72206 | 0.0 | 0.92532 | 0.7266 | 1.0 | 0.99854 | 0.99687 | nan | 2.82843 | 5.91608 |
BraTS19_TCIA07_600_1 | 0.0 | 0.97194 | 0.64068 | 0.0 | 0.97686 | 0.77657 | 1.0 | 0.99738 | 0.96928 | nan | 1.0 | 11.04536 |
BraTS19_TCIA07_601_1 | 0.0 | 0.89448 | 0.4395 | 0.0 | 0.83774 | 0.54733 | 1.0 | 0.99745 | 0.96523 | nan | 30.90145 | 31.16087 |
BraTS19_TCIA07_602_1 | 0.0 | 0.90292 | 0.67022 | 0.0 | 0.89267 | 0.59988 | 1.0 | 0.9916 | 0.98296 | nan | 5.74456 | 10.0 |
BraTS19_TCIA09_148_1 | 0.0 | 0.91777 | 0.32288 | 0.0 | 0.98422 | 0.77671 | 1.0 | 0.99154 | 0.95628 | nan | 3.0 | 19.82423 |
BraTS19_TCIA09_225_1 | 1.0 | 0.41665 | 0.25493 | 1.0 | 0.26372 | 0.2907 | 1.0 | 0.9999 | 0.99418 | nan | 24.87971 | 53.88599 |
BraTS19_TCIA09_248_1 | 1.0 | 0.91532 | 0.17286 | 1.0 | 0.844 | 0.15428 | 1.0 | 0.99999 | 0.97558 | nan | 3.16228 | 7.28011 |
BraTS19_TCIA09_381_1 | 1.0 | 0.9448 | 0.52755 | 1.0 | 0.90552 | 0.55918 | 1.0 | 0.99972 | 0.99155 | nan | 3.16228 | 5.74456 |
BraTS19_TCIA09_385_1 | 0.0 | 0.97922 | 0.06037 | 0.0 | 0.97905 | 0.06717 | 1.0 | 0.99936 | 0.98805 | nan | 1.0 | 8.12404 |
BraTS19_TCIA10_106_1 | 0.0 | 0.95831 | 0.62117 | 0.0 | 0.95697 | 0.64802 | 1.0 | 0.99297 | 0.94998 | nan | 4.47214 | 13.0 |
BraTS19_TCIA10_127_1 | 1.0 | 0.9302 | 0.15203 | 1.0 | 0.87472 | 0.09983 | 1.0 | 0.99989 | 0.99686 | nan | 2.0 | 9.21954 |
BraTS19_TCIA10_172_1 | 0.0 | 0.97039 | 0.16194 | 0.0 | 0.97678 | 0.11074 | 1.0 | 0.99463 | 0.97063 | nan | 1.41421 | 9.94987 |
BraTS19_TCIA10_195_1 | 1.0 | 0.9499 | 0.32597 | 1.0 | 0.91867 | 0.35747 | 1.0 | 0.99725 | 0.92898 | nan | 2.82843 | 16.40122 |
BraTS19_TCIA10_220_1 | 0.0 | 0.95 | 0.2925 | 0.0 | 0.96967 | 0.25626 | 1.0 | 0.99392 | 0.97102 | nan | 1.73205 | 7.34847 |
BraTS19_TCIA10_232_1 | 1.0 | 0.95579 | 0.43238 | 1.0 | 0.92675 | 0.34205 | 1.0 | 0.99746 | 0.9646 | nan | 2.82843 | 8.24621 |
BraTS19_TCIA10_236_1 | 1.0 | 0.91479 | 0.28403 | 1.0 | 0.84816 | 0.20809 | 1.0 | 0.99961 | 0.98912 | nan | 4.3589 | 3.16228 |
BraTS19_TCIA10_239_1 | 0.0 | 0.93785 | 0.13928 | 0.0 | 0.99794 | 0.10189 | 1.0 | 0.99516 | 0.9911 | nan | 2.0 | 10.24695 |
BraTS19_TCIA10_271_1 | 0.0 | 0.72683 | 0.38223 | 0.0 | 0.93385 | 0.60047 | 1.0 | 0.97542 | 0.96351 | nan | 22.6495 | 39.44617 |
BraTS19_TCIA10_311_1 | 0.0 | 0.83375 | 0.25219 | 0.0 | 0.96748 | 0.87328 | 1.0 | 0.99769 | 0.99273 | nan | 2.82843 | 11.57584 |
BraTS19_TCIA10_467_1 | 0.0 | 0.78186 | 0.5296 | 0.0 | 0.72278 | 0.58783 | 1.0 | 0.99343 | 0.97798 | nan | 7.0 | 10.81665 |
BraTS19_TCIA10_609_1 | 0.0 | 0.94652 | 0.0998 | 0.0 | 0.90113 | 0.08409 | 1.0 | 0.99975 | 0.97306 | nan | 2.23607 | 5.38516 |
BraTS19_TCIA10_614_1 | 1.0 | 0.94793 | 0.51799 | 1.0 | 0.91009 | 0.5721 | 1.0 | 0.9997 | 0.98919 | nan | 1.41421 | 6.40312 |
BraTS19_TCIA10_627_1 | 0.0 | 0.90825 | 0.17725 | 0.0 | 0.97143 | 0.28228 | 1.0 | 0.99114 | 0.97144 | nan | 4.12311 | 14.03567 |
BraTS19_TCIA10_631_1 | 1.0 | 0.93701 | 0.50231 | 1.0 | 0.88579 | 0.53365 | 1.0 | 0.99986 | 0.99059 | nan | 2.23607 | 5.38516 |
BraTS19_TCIA10_635_1 | 0.0 | 0.76482 | 0.35193 | 0.0 | 0.91318 | 0.63088 | 1.0 | 0.99567 | 0.99149 | nan | 7.4496 | 13.96424 |
BraTS19_TCIA10_647_1 | 0.0 | 0.95145 | 0.60776 | 0.0 | 0.91937 | 0.62432 | 1.0 | 0.99973 | 0.99398 | nan | 1.41421 | 3.74166 |
BraTS19_TCIA11_612_1 | 0.0 | 0.94097 | 9e-05 | 0.0 | 0.99296 | 9e-05 | 1.0 | 0.99784 | 0.99228 | nan | 2.23607 | 8.7178 |
BraTS19_TCIA12_146_1 | 1.0 | 0.95694 | 6e-05 | 1.0 | 0.92147 | 0.00011 | 1.0 | 0.99987 | 0.98364 | nan | 1.41421 | 10.29563 |
BraTS19_TCIA12_339_1 | 0.0 | 0.95173 | 0.36341 | 0.0 | 0.94833 | 0.40957 | 1.0 | 0.99771 | 0.97685 | nan | 1.73205 | 10.48809 |
BraTS19_TCIA12_613_1 | 1.0 | 0.6614 | 0.49037 | 1.0 | 0.94774 | 0.62046 | 1.0 | 0.99772 | 0.99774 | nan | 5.19615 | 5.09902 |
BraTS19_TCIA12_641_1 | 1.0 | 0.91095 | 0.81612 | 1.0 | 0.84091 | 0.87363 | 1.0 | 0.99991 | 0.99668 | nan | 2.23607 | 12.71809 |
BraTS19_TCIA13_610_1 | 0.0 | 0.94921 | 0.46642 | 0.0 | 0.94004 | 0.93751 | 1.0 | 0.99705 | 0.95362 | nan | 1.73205 | 26.64583 |
BraTS19_TCIA13_611_1 | 0.0 | 0.85253 | 0.36077 | 0.0 | 0.96101 | 0.92641 | 1.0 | 0.98576 | 0.95439 | nan | 4.0 | 21.35416 |
BraTS19_TCIA13_616_1 | 0.0 | 0.95111 | 0.16312 | 0.0 | 0.91062 | 0.13571 | 1.0 | 0.99918 | 0.94389 | nan | 3.0 | 13.0 |
BraTS19_TCIA13_617_1 | 0.0 | 0.7909 | 0.29842 | 0.0 | 0.67361 | 0.20489 | 1.0 | 0.99703 | 0.99009 | nan | 9.94987 | 12.20656 |
BraTS19_TCIA13_619_1 | 0.0 | 0.96006 | 0.00094 | 0.0 | 0.95595 | 0.0036 | 1.0 | 0.99605 | 0.92683 | nan | 1.41421 | 26.86075 |
BraTS19_TCIA13_622_1 | 0.0 | 0.89741 | 0.23485 | 0.0 | 0.97962 | 0.17637 | 1.0 | 0.98476 | 0.97908 | nan | 18.22087 | 17.5784 |
BraTS19_TCIA13_626_1 | 1.0 | 0.95759 | 0.00794 | 1.0 | 0.98931 | 0.01134 | 1.0 | 0.9936 | 0.95423 | nan | 1.73205 | 18.62794 |
BraTS19_TCIA13_636_1 | 0.0 | 0.94886 | 0.57198 | 0.0 | 0.95658 | 0.58942 | 1.0 | 0.98996 | 0.94773 | nan | 3.0 | 10.48809 |
BraTS19_TCIA13_638_1 | 0.0 | 0.89656 | 0.50429 | 0.0 | 0.81827 | 0.34161 | 1.0 | 0.99807 | 0.99648 | nan | 9.0 | 14.52584 |
BraTS19_TCIA13_643_1 | 0.0 | 0.95189 | 0.227 | 0.0 | 0.96613 | 0.16068 | 1.0 | 0.98858 | 0.96448 | nan | 4.12311 | 14.21267 |
BraTS19_TCIA13_646_1 | 1.0 | 0.95162 | 0.37787 | 1.0 | 0.99475 | 0.55398 | 1.0 | 0.99839 | 0.98949 | nan | 1.41421 | 12.72792 |
BraTS19_TCIA13_648_1 | 0.0 | 0.84594 | 0.27422 | 0.0 | 0.84835 | 0.29072 | 1.0 | 0.98822 | 0.96292 | nan | 6.63325 | 11.22497 |
BraTS19_TCIA13_649_1 | 0.0 | 0.93418 | 0.49509 | 0.0 | 0.89079 | 0.75149 | 1.0 | 0.99539 | 0.87644 | nan | 4.24264 | 21.09502 |
BraTS19_TCIA13_651_1 | 0.0 | 0.86923 | 0.66923 | 0.0 | 0.89508 | 0.6754 | 1.0 | 0.99627 | 0.99329 | nan | 3.0 | 5.09902 |
BraTS19_TCIA13_652_1 | 0.0 | 0.95276 | 0.00367 | 0.0 | 0.97169 | 0.04871 | 1.0 | 0.99775 | 0.97832 | nan | 2.23607 | 29.07318 |
BraTS19_TCIA13_655_1 | 0.0 | 0.8924 | 0.16888 | 0.0 | 0.81631 | 0.57717 | 1.0 | 0.99835 | 0.9222 | nan | 3.60555 | 33.12099 |
BraTS19_UAB_3446_1 | 0.0 | 0.94709 | 0.30059 | 0.0 | 0.9198 | 0.86931 | 1.0 | 0.99801 | 0.93761 | nan | 2.44949 | 19.62142 |
BraTS19_UAB_3448_1 | 0.0 | 0.93601 | 0.52762 | 0.0 | 0.95063 | 0.90638 | 1.0 | 0.99799 | 0.98456 | nan | 2.0 | 13.34166 |
BraTS19_UAB_3449_1 | 0.0 | 0.89368 | 0.15902 | 0.0 | 0.9729 | 0.79715 | 1.0 | 0.98802 | 0.94092 | nan | 3.4641 | 30.82207 |
BraTS19_UAB_3454_1 | 0.0 | 0.94604 | 0.28711 | 0.0 | 0.91968 | 0.75511 | 1.0 | 0.99711 | 0.91948 | nan | 2.82843 | 23.62414 |
BraTS19_UAB_3455_1 | 0.0 | 0.92007 | 0.22966 | 0.0 | 0.93908 | 0.66348 | 1.0 | 0.99422 | 0.95452 | nan | 2.23607 | 29.44826 |
BraTS19_UAB_3456_1 | 0.0 | 0.91473 | 0.35455 | 0.0 | 0.97325 | 0.90384 | 1.0 | 0.99401 | 0.9675 | nan | 2.82843 | 16.40122 |
BraTS19_UAB_3490_1 | 0.0 | 0.92995 | 0.25595 | 0.0 | 0.95012 | 0.79747 | 1.0 | 0.98967 | 0.91331 | nan | 2.44949 | 24.06242 |
BraTS19_UAB_3498_1 | 0.0 | 0.88951 | 0.51616 | 0.0 | 0.86671 | 0.92982 | 1.0 | 0.99409 | 0.95901 | nan | 5.0 | 36.90528 |
BraTS19_UAB_3499_1 | 0.0 | 0.78697 | 0.3822 | 0.0 | 0.69936 | 0.51486 | 1.0 | 0.99706 | 0.98143 | nan | 9.48683 | 10.67708 |
BraTS19_WashU_S036_1 | 0.0 | 0.89615 | 0.63997 | 0.0 | 0.84399 | 0.80683 | 1.0 | 0.99678 | 0.97168 | nan | 5.19615 | 11.57584 |
BraTS19_WashU_S037_1 | 0.0 | 0.9622 | 0.20032 | 0.0 | 0.96441 | 0.66266 | 1.0 | 0.99723 | 0.94508 | nan | 1.0 | 28.26481 |
BraTS19_WashU_S040_1 | 0.0 | 0.93712 | 0.43646 | 0.0 | 0.94521 | 0.59157 | 1.0 | 0.99716 | 0.97814 | nan | 2.0 | 15.0333 |
BraTS19_WashU_S041_1 | 0.0 | 0.96892 | 0.27831 | 0.0 | 0.96958 | 0.65322 | 1.0 | 0.9977 | 0.94823 | nan | 1.0 | 18.24829 |
BraTS19_WashU_W033_1 | 0.0 | 0.92887 | 0.29489 | 0.0 | 0.97766 | 0.60607 | 1.0 | 0.98707 | 0.9249 | nan | 2.0 | 25.7682 |
BraTS19_WashU_W038_1 | 0.0 | 0.97206 | 0.31638 | 0.0 | 0.96483 | 0.61602 | 1.0 | 0.99943 | 0.98108 | nan | 1.0 | 15.88708 |
BraTS19_WashU_W047_1 | 0.0 | 0.90223 | 0.32949 | 0.0 | 0.93369 | 0.68346 | 1.0 | 0.99233 | 0.95699 | nan | 5.09902 | 18.38478 |
BraTS19_WashU_W053_1 | 0.0 | 0.88983 | 0.49608 | 0.0 | 0.98404 | 0.80585 | 1.0 | 0.99542 | 0.9857 | nan | 3.31662 | 9.0 |
Mean | 0.112 | 0.9046 | 0.38761 | 0.112 | 0.90565 | 0.61204 | 1.0 | 0.99539 | 0.96549 | nan | 4.56391 | 16.51672 |
StdDev | 0.31664 | 0.07471 | 0.18395 | 0.31664 | 0.09683 | 0.25558 | 0.0 | 0.0046 | 0.02485 | nan | 6.11983 | 8.79095 |
Median | 0.0 | 0.92582 | 0.3822 | 0.0 | 0.92943 | 0.66348 | 1.0 | 0.99706 | 0.97068 | nan | 2.82843 | 15.0 |
25quantile | 0.0 | 0.89043 | 0.27422 | 0.0 | 0.88579 | 0.53365 | 1.0 | 0.99317 | 0.95039 | nan | 2.0 | 10.0 |
75quantile | 0.0 | 0.9499 | 0.50551 | 0.0 | 0.96613 | 0.77742 | 1.0 | 0.99839 | 0.98566 | nan | 4.3589 | 21.35416 |
nnUNetTrainer__nnUNetPlans__3d_fullres
Label | Dice_ET | Dice_WT | Dice_TC | Sensitivity_ET | Sensitivity_WT | Sensitivity_TC | Specificity_ET | Specificity_WT | Specificity_TC | Hausdorff95_ET | Hausdorff95_WT | Hausdorff95_TC |
---|---|---|---|---|---|---|---|---|---|---|---|---|
BraTS19_CBICA_AAM_1 | 0.0 | 0.86241 | 0.27978 | 0.0 | 0.7848 | 0.9159 | 1.0 | 0.99679 | 0.94285 | 374.0 | 47.43416 | 28.72281 |
BraTS19_CBICA_ABT_1 | 0.0 | 0.93321 | 0.44808 | 0.0 | 0.9801 | 0.71719 | 1.0 | 0.9981 | 0.98967 | 374.0 | 2.23607 | 12.64911 |
BraTS19_CBICA_ALA_1 | 0.0 | 0.91014 | 0.29878 | 0.0 | 0.91898 | 0.84149 | 1.0 | 0.99624 | 0.97057 | 374.0 | 2.23607 | 21.11871 |
BraTS19_CBICA_ALT_1 | 0.0 | 0.91845 | 0.41757 | 0.0 | 0.92798 | 0.42634 | 1.0 | 0.9896 | 0.95889 | 374.0 | 4.3589 | 17.02939 |
BraTS19_CBICA_ALV_1 | 0.0 | 0.89275 | 0.04132 | 0.0 | 0.9757 | 0.63899 | 1.0 | 0.99244 | 0.96031 | 374.0 | 3.0 | 43.13931 |
BraTS19_CBICA_ALZ_1 | 0.0 | 0.94688 | 0.20037 | 0.0 | 0.98065 | 0.47194 | 1.0 | 0.99246 | 0.93514 | 374.0 | 1.41421 | 21.40093 |
BraTS19_CBICA_AMF_1 | 0.0 | 0.9335 | 0.40533 | 0.0 | 0.96072 | 0.52699 | 1.0 | 0.99179 | 0.95514 | 374.0 | 1.41421 | 18.86796 |
BraTS19_CBICA_AMU_1 | 0.0 | 0.92599 | 0.37075 | 0.0 | 0.91005 | 0.72545 | 1.0 | 0.99234 | 0.91679 | 374.0 | 4.58258 | 23.62202 |
BraTS19_CBICA_ANK_1 | 0.0 | 0.92309 | 0.10541 | 0.0 | 0.90908 | 0.67718 | 1.0 | 0.99744 | 0.96387 | 374.0 | 2.23607 | 22.91288 |
BraTS19_CBICA_APM_1 | 0.0 | 0.90937 | 0.66863 | 0.0 | 0.8556 | 0.71179 | 1.0 | 0.99832 | 0.98281 | 374.0 | 3.74166 | 7.54983 |
BraTS19_CBICA_AQE_1 | 0.0 | 0.77224 | 0.42327 | 0.0 | 0.72188 | 0.76309 | 1.0 | 0.99854 | 0.99445 | 374.0 | 5.38516 | 9.69536 |
BraTS19_CBICA_ARR_1 | 0.0 | 0.92283 | 0.22751 | 0.0 | 0.90502 | 0.54547 | 1.0 | 0.99829 | 0.97811 | 374.0 | 3.0 | 16.43168 |
BraTS19_CBICA_ATW_1 | 0.0 | 0.82218 | 0.10599 | 0.0 | 0.77366 | 0.82476 | 1.0 | 0.99215 | 0.94415 | 374.0 | 4.89898 | 26.55184 |
BraTS19_CBICA_AUC_1 | 0.0 | 0.88053 | 0.52653 | 0.0 | 0.87833 | 0.40582 | 1.0 | 0.99636 | 0.99595 | 374.0 | 4.24264 | 6.40312 |
BraTS19_CBICA_AUE_1 | 0.0 | 0.89869 | 0.37879 | 0.0 | 0.90165 | 0.58131 | 1.0 | 0.98607 | 0.92539 | 374.0 | 5.83095 | 22.01704 |
BraTS19_CBICA_AZA_1 | 0.0 | 0.70089 | 0.4063 | 0.0 | 0.5547 | 0.56915 | 1.0 | 0.99874 | 0.98613 | 374.0 | 15.74802 | 10.34408 |
BraTS19_CBICA_BHF_1 | 0.0 | 0.94523 | 0.44961 | 0.0 | 0.94337 | 0.75391 | 1.0 | 0.99778 | 0.97435 | 374.0 | 1.41421 | 19.64688 |
BraTS19_CBICA_BHN_1 | 0.0 | 0.92114 | 0.46496 | 0.0 | 0.88004 | 0.59724 | 1.0 | 0.99831 | 0.97555 | 374.0 | 3.0 | 15.13275 |
BraTS19_CBICA_BKY_1 | 0.0 | 0.92829 | 0.34101 | 0.0 | 0.90009 | 0.36417 | 1.0 | 0.99679 | 0.9672 | 374.0 | 2.82843 | 13.90323 |
BraTS19_CBICA_BLI_1 | 0.0 | 0.94539 | 0.5997 | 0.0 | 0.9225 | 0.6336 | 1.0 | 0.99755 | 0.97411 | 374.0 | 1.73205 | 9.16515 |
BraTS19_CBICA_BLK_1 | 0.0 | 0.88866 | 0.40716 | 0.0 | 0.89862 | 0.8573 | 1.0 | 0.99523 | 0.97275 | 374.0 | 17.37815 | 19.92486 |
BraTS19_MDA_1012_1 | 0.0 | 0.90294 | 0.49835 | 0.0 | 0.94542 | 0.72871 | 1.0 | 0.99347 | 0.97409 | 374.0 | 3.31662 | 13.0767 |
BraTS19_MDA_1015_1 | 0.0 | 0.94042 | 0.34683 | 0.0 | 0.95888 | 0.79104 | 1.0 | 0.99442 | 0.94985 | 374.0 | 4.58258 | 16.9381 |
BraTS19_MDA_1060_1 | 0.0 | 0.87624 | 0.50649 | 0.0 | 0.85759 | 0.73785 | 1.0 | 0.99598 | 0.97953 | 374.0 | 3.74166 | 13.34166 |
BraTS19_MDA_1081_1 | 0.0 | 0.90493 | 0.68711 | 0.0 | 0.96157 | 0.78446 | 1.0 | 0.99248 | 0.98297 | 374.0 | 6.40312 | 5.74456 |
BraTS19_MDA_1089_1 | 0.0 | 0.83 | 0.328 | 0.0 | 0.79697 | 0.95434 | 1.0 | 0.99793 | 0.98782 | 374.0 | 2.82843 | 17.50428 |
BraTS19_MDA_1123_1 | 0.0 | 0.85485 | 0.67175 | 0.0 | 0.81547 | 0.93627 | 1.0 | 0.99884 | 0.99474 | 374.0 | 3.60555 | 5.09902 |
BraTS19_MDA_1124_1 | 0.0 | 0.7704 | 0.76977 | 0.0 | 0.68135 | 0.91702 | 1.0 | 0.99934 | 0.99811 | 374.0 | 5.65685 | 5.0 |
BraTS19_MDA_907_1 | 0.0 | 0.89453 | 0.35861 | 0.0 | 0.83496 | 0.62432 | 1.0 | 0.99759 | 0.95979 | 374.0 | 5.74456 | 25.57342 |
BraTS19_MDA_922_1 | 0.0 | 0.92814 | 0.31838 | 0.0 | 0.89188 | 0.84725 | 1.0 | 0.99692 | 0.93193 | 374.0 | 3.4641 | 24.18677 |
BraTS19_MDA_958_1 | 0.0 | 0.75177 | 0.75582 | 0.0 | 0.66993 | 0.75095 | 1.0 | 0.9996 | 0.99938 | 374.0 | 3.60555 | 3.0 |
BraTS19_MDA_959_1 | 0.0 | 0.86087 | 0.12741 | 0.0 | 0.82229 | 0.42141 | 1.0 | 0.98902 | 0.91579 | 374.0 | 7.07107 | 24.04163 |
BraTS19_TCIA01_215_1 | 0.0 | 0.90135 | 0.51248 | 0.0 | 0.88106 | 0.82873 | 1.0 | 0.99957 | 0.99663 | 374.0 | 2.0 | 8.66025 |
BraTS19_TCIA01_341_1 | 0.0 | 0.92785 | 0.5774 | 0.0 | 0.97162 | 0.75401 | 1.0 | 0.98698 | 0.94804 | 374.0 | 4.12311 | 20.83267 |
BraTS19_TCIA01_454_1 | 0.0 | 0.81909 | 0.22569 | 0.0 | 0.95845 | 0.93538 | 1.0 | 0.98167 | 0.94735 | 374.0 | 6.40312 | 23.72762 |
BraTS19_TCIA02_139_1 | 0.0 | 0.96361 | 0.46506 | 0.0 | 0.96371 | 0.90745 | 1.0 | 0.99518 | 0.91953 | 374.0 | 2.23607 | 19.33908 |
BraTS19_TCIA02_210_1 | 0.0 | 0.92654 | 0.62663 | 0.0 | 0.98119 | 0.69376 | 1.0 | 0.99733 | 0.99251 | 374.0 | 2.23607 | 7.14143 |
BraTS19_TCIA02_229_1 | 0.0 | 0.86014 | 0.42055 | 0.0 | 0.97082 | 0.98676 | 1.0 | 0.99613 | 0.9877 | 374.0 | 3.31662 | 18.78829 |
BraTS19_TCIA02_230_1 | 0.0 | 0.95666 | 0.55182 | 0.0 | 0.92126 | 0.72761 | 1.0 | 0.9994 | 0.94551 | 374.0 | 2.23607 | 21.2132 |
BraTS19_TCIA02_273_1 | 0.0 | 0.96751 | 0.67347 | 0.0 | 0.96646 | 0.69396 | 1.0 | 0.99756 | 0.9795 | 374.0 | 1.41421 | 10.34408 |
BraTS19_TCIA02_294_1 | 0.0 | 0.93094 | 0.38586 | 0.0 | 0.97691 | 0.73937 | 1.0 | 0.99182 | 0.95185 | 374.0 | 2.0 | 21.2838 |
BraTS19_TCIA02_350_1 | 0.0 | 0.94265 | 0.43959 | 0.0 | 0.94818 | 0.59644 | 1.0 | 0.99301 | 0.94264 | 374.0 | 2.44949 | 19.23538 |
BraTS19_TCIA02_355_1 | 0.0 | 0.97912 | 0.56338 | 0.0 | 0.97203 | 0.649 | 1.0 | 0.99825 | 0.95146 | 374.0 | 1.0 | 9.43398 |
BraTS19_TCIA02_382_1 | 0.0 | 0.90559 | 0.54619 | 0.0 | 0.98872 | 0.9235 | 1.0 | 0.99013 | 0.96516 | 374.0 | 2.23607 | 17.14643 |
BraTS19_TCIA02_400_1 | 0.0 | 0.93705 | 0.37718 | 0.0 | 0.99466 | 0.93798 | 1.0 | 0.99502 | 0.96807 | 374.0 | 1.73205 | 19.41649 |
BraTS19_TCIA02_457_1 | 0.0 | 0.84974 | 0.18304 | 0.0 | 0.9178 | 0.63269 | 1.0 | 0.97514 | 0.90993 | 374.0 | 8.12404 | 34.40712 |
BraTS19_TCIA02_496_1 | 0.0 | 0.92563 | 0.26059 | 0.0 | 0.91005 | 0.82482 | 1.0 | 0.99311 | 0.91214 | 374.0 | 3.16228 | 25.6125 |
BraTS19_TCIA03_216_1 | 0.0 | 0.9768 | 0.27699 | 0.0 | 0.9678 | 0.41192 | 1.0 | 0.99927 | 0.96926 | 374.0 | 1.0 | 14.49138 |
BraTS19_TCIA03_250_1 | 0.0 | 0.95076 | 0.53807 | 0.0 | 0.92226 | 0.65314 | 1.0 | 0.99938 | 0.9858 | 374.0 | 3.16228 | 11.22497 |
BraTS19_TCIA03_288_1 | 0.0 | 0.94642 | 0.44076 | 0.0 | 0.90127 | 0.77806 | 1.0 | 0.99974 | 0.95598 | 374.0 | 1.41421 | 21.11871 |
BraTS19_TCIA03_295_1 | 0.0 | 0.88472 | 0.3013 | 0.0 | 0.79415 | 0.73501 | 1.0 | 0.99991 | 0.95283 | 374.0 | 3.31662 | 24.5153 |
BraTS19_TCIA03_303_1 | 0.0 | 0.96164 | 0.37726 | 0.0 | 0.93365 | 0.57202 | 1.0 | 0.9996 | 0.97341 | 374.0 | 1.73205 | 12.84523 |
BraTS19_TCIA03_304_1 | 0.0 | 0.94841 | 0.3979 | 0.0 | 0.95938 | 0.66716 | 1.0 | 0.98897 | 0.89743 | 374.0 | 2.0 | 23.93742 |
BraTS19_TCIA03_313_1 | 0.0 | 0.96175 | 0.74244 | 0.0 | 0.97507 | 0.74989 | 1.0 | 0.9958 | 0.9826 | 374.0 | 1.73205 | 10.0995 |
BraTS19_TCIA03_318_1 | 0.0 | 0.8911 | 0.42701 | 0.0 | 0.83851 | 0.76774 | 1.0 | 0.9941 | 0.92924 | 374.0 | 9.64365 | 29.8161 |
BraTS19_TCIA03_464_1 | 0.0 | 0.93983 | 0.42266 | 0.0 | 0.8912 | 0.86836 | 1.0 | 0.99974 | 0.97008 | 374.0 | 1.73205 | 18.13836 |
BraTS19_TCIA03_604_1 | 0.0 | 0.96396 | 0.61368 | 0.0 | 0.9364 | 0.75481 | 1.0 | 0.99971 | 0.98234 | 374.0 | 1.41421 | 10.34408 |
BraTS19_TCIA04_212_1 | 0.0 | 0.98275 | 0.43847 | 0.0 | 0.97756 | 0.89688 | 1.0 | 0.99961 | 0.978 | 374.0 | 1.0 | 11.04536 |
BraTS19_TCIA04_253_1 | 0.0 | 0.88861 | 0.49741 | 0.0 | 0.94624 | 0.68011 | 1.0 | 0.99066 | 0.97019 | 374.0 | 3.4641 | 16.40122 |
BraTS19_TCIA05_456_1 | 0.0 | 0.89408 | 0.58712 | 0.0 | 0.9643 | 0.75502 | 1.0 | 0.98234 | 0.95287 | 374.0 | 3.4641 | 9.48683 |
BraTS19_TCIA05_484_1 | 0.0 | 0.96541 | 0.47056 | 0.0 | 0.95521 | 0.71999 | 1.0 | 0.99748 | 0.94342 | 374.0 | 1.41421 | 20.61553 |
BraTS19_TCIA06_497_1 | 0.0 | 0.91407 | 0.70756 | 0.0 | 0.92618 | 0.69366 | 1.0 | 0.99869 | 0.99708 | 374.0 | 3.0 | 5.83095 |
BraTS19_TCIA07_600_1 | 0.0 | 0.96655 | 0.62486 | 0.0 | 0.97854 | 0.761 | 1.0 | 0.99635 | 0.96799 | 374.0 | 1.41421 | 11.35782 |
BraTS19_TCIA07_601_1 | 0.0 | 0.89389 | 0.43393 | 0.0 | 0.8392 | 0.53976 | 1.0 | 0.99722 | 0.96506 | 374.0 | 35.48239 | 35.69314 |
BraTS19_TCIA07_602_1 | 0.0 | 0.90655 | 0.67077 | 0.0 | 0.8924 | 0.59593 | 1.0 | 0.99242 | 0.98379 | 374.0 | 5.09902 | 10.0 |
BraTS19_TCIA09_148_1 | 0.0 | 0.91261 | 0.31132 | 0.0 | 0.98087 | 0.74652 | 1.0 | 0.99111 | 0.95607 | 374.0 | 3.0 | 19.89221 |
BraTS19_TCIA09_225_1 | 1.0 | 0.71255 | 0.13269 | 1.0 | 0.59539 | 0.35797 | 1.0 | 0.99652 | 0.97625 | 0.0 | 10.72381 | 55.39856 |
BraTS19_TCIA09_248_1 | 1.0 | 0.92102 | 0.17317 | 1.0 | 0.85375 | 0.15629 | 1.0 | 0.99999 | 0.97487 | 0.0 | 3.16228 | 7.48331 |
BraTS19_TCIA09_381_1 | 1.0 | 0.93628 | 0.68977 | 1.0 | 0.88723 | 0.81553 | 1.0 | 0.9998 | 0.99173 | 0.0 | 4.47214 | 6.0 |
BraTS19_TCIA09_385_1 | 0.0 | 0.97468 | 0.03019 | 0.0 | 0.98949 | 0.02756 | 1.0 | 0.99874 | 0.99177 | 374.0 | 1.0 | 9.0 |
BraTS19_TCIA10_106_1 | 0.0 | 0.9577 | 0.61651 | 0.0 | 0.9527 | 0.65387 | 1.0 | 0.99355 | 0.94668 | 374.0 | 3.74166 | 12.80625 |
BraTS19_TCIA10_127_1 | 1.0 | 0.95128 | 0.12931 | 1.0 | 0.92659 | 0.08629 | 1.0 | 0.99959 | 0.99634 | 0.0 | 1.41421 | 6.40312 |
BraTS19_TCIA10_172_1 | 0.0 | 0.97284 | 0.18514 | 0.0 | 0.97856 | 0.12758 | 1.0 | 0.9951 | 0.97135 | 374.0 | 1.41421 | 11.04536 |
BraTS19_TCIA10_195_1 | 1.0 | 0.95264 | 0.32257 | 1.0 | 0.91752 | 0.34973 | 1.0 | 0.99846 | 0.93044 | 0.0 | 2.44949 | 16.0 |
BraTS19_TCIA10_220_1 | 0.0 | 0.94829 | 0.3069 | 0.0 | 0.9677 | 0.27174 | 1.0 | 0.9938 | 0.97084 | 374.0 | 1.73205 | 7.34847 |
BraTS19_TCIA10_232_1 | 1.0 | 0.95725 | 0.38175 | 1.0 | 0.93193 | 0.29606 | 1.0 | 0.9969 | 0.96241 | 0.0 | 2.44949 | 8.24621 |
BraTS19_TCIA10_236_1 | 1.0 | 0.90967 | 0.26683 | 1.0 | 0.83827 | 0.19162 | 1.0 | 0.9997 | 0.98965 | 0.0 | 4.69042 | 3.0 |
BraTS19_TCIA10_239_1 | 0.0 | 0.93266 | 0.1087 | 0.0 | 0.99468 | 0.07777 | 1.0 | 0.99486 | 0.9913 | 374.0 | 2.23607 | 9.53939 |
BraTS19_TCIA10_271_1 | 0.0 | 0.65169 | 0.32452 | 0.0 | 0.93538 | 0.58525 | 1.0 | 0.96384 | 0.95214 | 374.0 | 38.79433 | 70.5762 |
BraTS19_TCIA10_311_1 | 0.0 | 0.84586 | 0.27279 | 0.0 | 0.9759 | 0.94019 | 1.0 | 0.99783 | 0.99287 | 374.0 | 2.82843 | 11.53256 |
BraTS19_TCIA10_467_1 | 0.0 | 0.76193 | 0.50464 | 0.0 | 0.66848 | 0.51991 | 1.0 | 0.99551 | 0.98117 | 374.0 | 7.48331 | 11.22497 |
BraTS19_TCIA10_609_1 | 0.0 | 0.95163 | 0.07672 | 0.0 | 0.91208 | 0.06449 | 1.0 | 0.9996 | 0.97237 | 374.0 | 2.44949 | 5.47723 |
BraTS19_TCIA10_614_1 | 1.0 | 0.94202 | 0.53842 | 1.0 | 0.89951 | 0.59326 | 1.0 | 0.99969 | 0.98964 | 0.0 | 1.73205 | 5.83095 |
BraTS19_TCIA10_627_1 | 0.0 | 0.90677 | 0.23684 | 0.0 | 0.97361 | 0.42272 | 1.0 | 0.99082 | 0.96777 | 374.0 | 4.12311 | 14.31782 |
BraTS19_TCIA10_631_1 | 1.0 | 0.93275 | 0.33429 | 1.0 | 0.87817 | 0.31406 | 1.0 | 0.99987 | 0.99101 | 0.0 | 2.23607 | 5.74456 |
BraTS19_TCIA10_635_1 | 0.0 | 0.85084 | 0.44615 | 0.0 | 0.85321 | 0.62927 | 1.0 | 0.99861 | 0.99481 | 374.0 | 2.44949 | 9.43398 |
BraTS19_TCIA10_647_1 | 0.0 | 0.94649 | 0.51588 | 0.0 | 0.90994 | 0.48909 | 1.0 | 0.99973 | 0.9943 | 374.0 | 1.41421 | 3.60555 |
BraTS19_TCIA11_612_1 | 0.0 | 0.91621 | 0.0 | 0.0 | 0.98641 | 0.0 | 1.0 | 0.99693 | 0.99187 | 374.0 | 8.7178 | 13.60881 |
BraTS19_TCIA12_146_1 | 1.0 | 0.95054 | 0.0017 | 1.0 | 0.90874 | 0.00299 | 1.0 | 0.9999 | 0.98429 | 0.0 | 1.41421 | 10.0995 |
BraTS19_TCIA12_339_1 | 0.0 | 0.94773 | 0.44316 | 0.0 | 0.96097 | 0.54417 | 1.0 | 0.99655 | 0.975 | 374.0 | 2.0 | 11.0 |
BraTS19_TCIA12_641_1 | 1.0 | 0.92171 | 0.79341 | 1.0 | 0.8622 | 0.85096 | 1.0 | 0.99985 | 0.99634 | 0.0 | 2.0 | 14.19855 |
BraTS19_TCIA13_610_1 | 0.0 | 0.95038 | 0.46206 | 0.0 | 0.94005 | 0.9251 | 1.0 | 0.99722 | 0.95369 | 374.0 | 1.41421 | 26.38181 |
BraTS19_TCIA13_611_1 | 0.0 | 0.85049 | 0.35007 | 0.0 | 0.96857 | 0.90336 | 1.0 | 0.985 | 0.9537 | 374.0 | 4.12311 | 20.88061 |
BraTS19_TCIA13_616_1 | 0.0 | 0.95267 | 0.21876 | 0.0 | 0.91495 | 0.19062 | 1.0 | 0.99887 | 0.94136 | 374.0 | 3.0 | 12.72792 |
BraTS19_TCIA13_617_1 | 0.0 | 0.79832 | 0.34972 | 0.0 | 0.69732 | 0.25777 | 1.0 | 0.99505 | 0.98725 | 374.0 | 9.69536 | 11.04536 |
BraTS19_TCIA13_619_1 | 0.0 | 0.95664 | 0.0091 | 0.0 | 0.95628 | 0.03954 | 1.0 | 0.99521 | 0.91556 | 374.0 | 1.41421 | 27.14774 |
BraTS19_TCIA13_622_1 | 0.0 | 0.88467 | 0.26083 | 0.0 | 0.9794 | 0.20475 | 1.0 | 0.98243 | 0.97653 | 374.0 | 21.2132 | 20.34699 |
BraTS19_TCIA13_626_1 | 1.0 | 0.96661 | 0.04251 | 1.0 | 0.98772 | 0.06356 | 1.0 | 0.99535 | 0.95224 | 0.0 | 1.41421 | 18.05547 |
BraTS19_TCIA13_636_1 | 0.0 | 0.94776 | 0.57194 | 0.0 | 0.95229 | 0.58438 | 1.0 | 0.99037 | 0.94911 | 374.0 | 3.0 | 10.63015 |
BraTS19_TCIA13_638_1 | 0.0 | 0.90527 | 0.58355 | 0.0 | 0.83584 | 0.41892 | 1.0 | 0.99706 | 0.99551 | 374.0 | 8.06226 | 14.3527 |
BraTS19_TCIA13_643_1 | 0.0 | 0.95238 | 0.30538 | 0.0 | 0.95511 | 0.22887 | 1.0 | 0.99094 | 0.96237 | 374.0 | 3.60555 | 13.63818 |
BraTS19_TCIA13_646_1 | 1.0 | 0.93498 | 0.24837 | 1.0 | 0.99733 | 0.31274 | 1.0 | 0.99772 | 0.99081 | 0.0 | 1.73205 | 12.80625 |
BraTS19_TCIA13_648_1 | 0.0 | 0.86831 | 0.22934 | 0.0 | 0.89725 | 0.2387 | 1.0 | 0.98732 | 0.96233 | 374.0 | 5.38516 | 10.77033 |
BraTS19_TCIA13_649_1 | 0.0 | 0.93845 | 0.48396 | 0.0 | 0.89902 | 0.73445 | 1.0 | 0.99522 | 0.87486 | 374.0 | 6.48074 | 21.2132 |
BraTS19_TCIA13_651_1 | 0.0 | 0.88147 | 0.63959 | 0.0 | 0.88609 | 0.60561 | 1.0 | 0.99718 | 0.99436 | 374.0 | 3.0 | 5.09902 |
BraTS19_TCIA13_652_1 | 0.0 | 0.95133 | 0.00516 | 0.0 | 0.97277 | 0.09811 | 1.0 | 0.99761 | 0.96859 | 374.0 | 1.73205 | 30.03331 |
BraTS19_TCIA13_655_1 | 0.0 | 0.89014 | 0.18915 | 0.0 | 0.8092 | 0.6486 | 1.0 | 0.99888 | 0.92292 | 374.0 | 3.60555 | 33.39162 |
BraTS19_UAB_3446_1 | 0.0 | 0.94712 | 0.29925 | 0.0 | 0.92097 | 0.86657 | 1.0 | 0.99791 | 0.93744 | 374.0 | 2.44949 | 19.54482 |
BraTS19_UAB_3448_1 | 0.0 | 0.9356 | 0.52659 | 0.0 | 0.94929 | 0.90162 | 1.0 | 0.99801 | 0.98463 | 374.0 | 2.0 | 13.30413 |
BraTS19_UAB_3449_1 | 0.0 | 0.88234 | 0.15303 | 0.0 | 0.98184 | 0.7827 | 1.0 | 0.98572 | 0.93936 | 374.0 | 4.0 | 30.88689 |
BraTS19_UAB_3454_1 | 0.0 | 0.94394 | 0.27349 | 0.0 | 0.91453 | 0.71059 | 1.0 | 0.99728 | 0.91992 | 374.0 | 3.0 | 23.50638 |
BraTS19_UAB_3455_1 | 0.0 | 0.921 | 0.23245 | 0.0 | 0.92588 | 0.65319 | 1.0 | 0.99521 | 0.95615 | 374.0 | 2.23607 | 29.19589 |
BraTS19_UAB_3456_1 | 0.0 | 0.91301 | 0.35389 | 0.0 | 0.96682 | 0.89375 | 1.0 | 0.99415 | 0.96788 | 374.0 | 3.0 | 16.23574 |
BraTS19_UAB_3490_1 | 0.0 | 0.92824 | 0.2612 | 0.0 | 0.94747 | 0.81404 | 1.0 | 0.9896 | 0.9136 | 374.0 | 2.44949 | 23.85372 |
BraTS19_UAB_3498_1 | 0.0 | 0.89733 | 0.50502 | 0.0 | 0.8873 | 0.93045 | 1.0 | 0.99349 | 0.95701 | 374.0 | 4.47214 | 37.01351 |
BraTS19_UAB_3499_1 | 0.0 | 0.88261 | 0.47034 | 0.0 | 0.87768 | 0.73512 | 1.0 | 0.99582 | 0.9781 | 374.0 | 4.24264 | 9.69536 |
BraTS19_WashU_S036_1 | 0.0 | 0.91482 | 0.55361 | 0.0 | 0.88361 | 0.67557 | 1.0 | 0.99608 | 0.96969 | 374.0 | 4.89898 | 11.18034 |
BraTS19_WashU_S037_1 | 0.0 | 0.95471 | 0.17743 | 0.0 | 0.9705 | 0.59237 | 1.0 | 0.99568 | 0.94363 | 374.0 | 1.41421 | 28.32225 |
BraTS19_WashU_S040_1 | 0.0 | 0.93383 | 0.42407 | 0.0 | 0.94455 | 0.57344 | 1.0 | 0.99691 | 0.9779 | 374.0 | 1.73205 | 15.13275 |
BraTS19_WashU_S041_1 | 0.0 | 0.9654 | 0.26348 | 0.0 | 0.97009 | 0.61849 | 1.0 | 0.99713 | 0.94763 | 374.0 | 1.0 | 18.41195 |
BraTS19_WashU_W033_1 | 0.0 | 0.93662 | 0.30339 | 0.0 | 0.97537 | 0.61398 | 1.0 | 0.9891 | 0.92703 | 374.0 | 1.73205 | 25.63201 |
BraTS19_WashU_W038_1 | 0.0 | 0.96978 | 0.32093 | 0.0 | 0.96199 | 0.62607 | 1.0 | 0.99938 | 0.9811 | 374.0 | 1.0 | 16.03122 |
BraTS19_WashU_W047_1 | 0.0 | 0.91583 | 0.34502 | 0.0 | 0.9184 | 0.68283 | 1.0 | 0.99508 | 0.9603 | 374.0 | 5.0 | 17.80449 |
BraTS19_WashU_W053_1 | 0.0 | 0.906 | 0.50654 | 0.0 | 0.97369 | 0.78796 | 1.0 | 0.99647 | 0.98688 | 374.0 | 3.0 | 8.60233 |
BraTS19_TCIA12_613_1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 374.0 | 374.0 | 374.0 |
Mean | 0.104 | 0.90297 | 0.38221 | 0.104 | 0.9024 | 0.60403 | 0.992 | 0.98712 | 0.95677 | 335.104 | 7.47936 | 19.83174 |
StdDev | 0.30649 | 0.09984 | 0.18735 | 0.30649 | 0.11497 | 0.25705 | 0.08944 | 0.08916 | 0.08984 | 114.62687 | 33.67556 | 33.4563 |
Median | 0.0 | 0.92563 | 0.38175 | 0.0 | 0.92618 | 0.65387 | 1.0 | 0.99655 | 0.96926 | 374.0 | 3.0 | 15.13275 |
25quantile | 0.0 | 0.8911 | 0.2612 | 0.0 | 0.88609 | 0.47194 | 1.0 | 0.99311 | 0.94911 | 374.0 | 1.73205 | 10.0995 |
75quantile | 0.0 | 0.94776 | 0.50654 | 0.0 | 0.9677 | 0.77806 | 1.0 | 0.99846 | 0.98429 | 374.0 | 4.47214 | 21.2838 |
STUNetTrainer_small__nnUNetPlans__3d_fullres
Label | Dice_ET | Dice_WT | Dice_TC | Sensitivity_ET | Sensitivity_WT | Sensitivity_TC | Specificity_ET | Specificity_WT | Specificity_TC | Hausdorff95_ET | Hausdorff95_WT | Hausdorff95_TC |
---|---|---|---|---|---|---|---|---|---|---|---|---|
BraTS19_CBICA_AAM_1 | 0.0 | 0.86527 | 0.2827 | 0.0 | 0.78969 | 0.93308 | 1.0 | 0.99676 | 0.9424 | nan | 47.38143 | 28.75935 |
BraTS19_CBICA_ABT_1 | 0.0 | 0.92903 | 0.44586 | 0.0 | 0.98055 | 0.71836 | 1.0 | 0.99794 | 0.98953 | nan | 2.23607 | 12.56981 |
BraTS19_CBICA_ALA_1 | 0.0 | 0.90857 | 0.29423 | 0.0 | 0.92308 | 0.83595 | 1.0 | 0.99593 | 0.97015 | nan | 2.23607 | 20.88061 |
BraTS19_CBICA_ALT_1 | 0.0 | 0.92749 | 0.46466 | 0.0 | 0.92292 | 0.4784 | 1.0 | 0.99247 | 0.96122 | nan | 3.74166 | 16.97056 |
BraTS19_CBICA_ALV_1 | 0.0 | 0.91571 | 0.04975 | 0.0 | 0.95883 | 0.71651 | 1.0 | 0.99513 | 0.96329 | nan | 2.44949 | 41.48494 |
BraTS19_CBICA_ALZ_1 | 0.0 | 0.94384 | 0.20244 | 0.0 | 0.9858 | 0.48308 | 1.0 | 0.99143 | 0.93412 | nan | 1.73205 | 21.42429 |
BraTS19_CBICA_AMF_1 | 0.0 | 0.93507 | 0.41115 | 0.0 | 0.96333 | 0.53583 | 1.0 | 0.99183 | 0.95526 | nan | 1.41421 | 18.70829 |
BraTS19_CBICA_AMU_1 | 0.0 | 0.92525 | 0.38114 | 0.0 | 0.90738 | 0.74705 | 1.0 | 0.99256 | 0.91736 | nan | 4.58258 | 23.66432 |
BraTS19_CBICA_ANK_1 | 0.0 | 0.92058 | 0.10664 | 0.0 | 0.90078 | 0.6764 | 1.0 | 0.99763 | 0.96439 | nan | 2.23607 | 22.41427 |
BraTS19_CBICA_APM_1 | 0.0 | 0.9099 | 0.67809 | 0.0 | 0.84851 | 0.71173 | 1.0 | 0.99893 | 0.98404 | nan | 3.74166 | 7.07107 |
BraTS19_CBICA_AQE_1 | 0.0 | 0.76864 | 0.41033 | 0.0 | 0.74324 | 0.79342 | 1.0 | 0.99811 | 0.99375 | nan | 5.0 | 10.0 |
BraTS19_CBICA_ARR_1 | 0.0 | 0.92265 | 0.22546 | 0.0 | 0.90664 | 0.54307 | 1.0 | 0.99822 | 0.97795 | nan | 3.4641 | 16.27882 |
BraTS19_CBICA_ATW_1 | 0.0 | 0.75044 | 0.13816 | 0.0 | 0.64631 | 0.89691 | 1.0 | 0.99448 | 0.95493 | nan | 7.2111 | 23.15167 |
BraTS19_CBICA_AUC_1 | 0.0 | 0.84189 | 0.49819 | 0.0 | 0.83323 | 0.38948 | 1.0 | 0.99544 | 0.9948 | nan | 7.0 | 8.24621 |
BraTS19_CBICA_AUE_1 | 0.0 | 0.8901 | 0.38501 | 0.0 | 0.88713 | 0.58795 | 1.0 | 0.9859 | 0.92648 | nan | 5.74456 | 21.77154 |
BraTS19_CBICA_AZA_1 | 0.0 | 0.71995 | 0.38317 | 0.0 | 0.58487 | 0.55806 | 1.0 | 0.99821 | 0.98475 | nan | 15.13275 | 11.74734 |
BraTS19_CBICA_BHF_1 | 0.0 | 0.94771 | 0.45728 | 0.0 | 0.95593 | 0.78298 | 1.0 | 0.99741 | 0.97368 | nan | 1.41421 | 19.72308 |
BraTS19_CBICA_BHN_1 | 0.0 | 0.91436 | 0.47455 | 0.0 | 0.86122 | 0.59791 | 1.0 | 0.99876 | 0.9768 | nan | 3.16228 | 14.86607 |
BraTS19_CBICA_BKY_1 | 0.0 | 0.92589 | 0.34401 | 0.0 | 0.88465 | 0.35719 | 1.0 | 0.99785 | 0.96942 | nan | 3.0 | 13.92839 |
BraTS19_CBICA_BLI_1 | 0.0 | 0.94443 | 0.60694 | 0.0 | 0.91849 | 0.63949 | 1.0 | 0.99776 | 0.97474 | nan | 1.73205 | 9.05539 |
BraTS19_CBICA_BLK_1 | 0.0 | 0.88115 | 0.39582 | 0.0 | 0.89956 | 0.84476 | 1.0 | 0.99452 | 0.97194 | nan | 16.27882 | 19.89095 |
BraTS19_MDA_1012_1 | 0.0 | 0.90332 | 0.50054 | 0.0 | 0.94533 | 0.73193 | 1.0 | 0.99351 | 0.97416 | nan | 3.16228 | 13.0767 |
BraTS19_MDA_1015_1 | 0.0 | 0.94221 | 0.34347 | 0.0 | 0.95848 | 0.7792 | 1.0 | 0.99473 | 0.95008 | nan | 4.47214 | 17.0 |
BraTS19_MDA_1060_1 | 0.0 | 0.87952 | 0.50839 | 0.0 | 0.86456 | 0.74779 | 1.0 | 0.99592 | 0.97921 | nan | 3.60555 | 13.34166 |
BraTS19_MDA_1081_1 | 0.0 | 0.90518 | 0.69208 | 0.0 | 0.9619 | 0.78944 | 1.0 | 0.99249 | 0.98321 | nan | 6.40312 | 5.42659 |
BraTS19_MDA_1089_1 | 0.0 | 0.81581 | 0.3351 | 0.0 | 0.76696 | 0.94039 | 1.0 | 0.9981 | 0.98843 | nan | 3.0 | 19.15069 |
BraTS19_MDA_1123_1 | 0.0 | 0.8643 | 0.61736 | 0.0 | 0.88063 | 0.94019 | 1.0 | 0.99802 | 0.99317 | nan | 3.16228 | 6.0 |
BraTS19_MDA_1124_1 | 0.0 | 0.76735 | 0.77612 | 0.0 | 0.67093 | 0.91038 | 1.0 | 0.99941 | 0.99823 | nan | 5.38516 | 5.0 |
BraTS19_MDA_907_1 | 0.0 | 0.9022 | 0.34409 | 0.0 | 0.85075 | 0.60953 | 1.0 | 0.99733 | 0.95815 | nan | 5.38516 | 25.68268 |
BraTS19_MDA_922_1 | 0.0 | 0.92505 | 0.31854 | 0.0 | 0.88051 | 0.83126 | 1.0 | 0.99761 | 0.93363 | nan | 3.60555 | 24.08734 |
BraTS19_MDA_958_1 | 0.0 | 0.7441 | 0.74727 | 0.0 | 0.65826 | 0.73529 | 1.0 | 0.99961 | 0.99939 | nan | 3.31662 | 3.0 |
BraTS19_MDA_959_1 | 0.0 | 0.84148 | 0.14529 | 0.0 | 0.78245 | 0.41987 | 1.0 | 0.99037 | 0.92931 | nan | 9.05539 | 23.36664 |
BraTS19_TCIA01_215_1 | 0.0 | 0.87402 | 0.44135 | 0.0 | 0.89213 | 0.73127 | 1.0 | 0.99913 | 0.9962 | nan | 2.0 | 9.45776 |
BraTS19_TCIA01_341_1 | 0.0 | 0.92717 | 0.56373 | 0.0 | 0.97796 | 0.73699 | 1.0 | 0.98604 | 0.94683 | nan | 4.0 | 20.3224 |
BraTS19_TCIA01_454_1 | 0.0 | 0.81112 | 0.22867 | 0.0 | 0.96251 | 0.93185 | 1.0 | 0.98028 | 0.94848 | nan | 6.08276 | 23.72762 |
BraTS19_TCIA02_139_1 | 0.0 | 0.96175 | 0.46495 | 0.0 | 0.95647 | 0.89451 | 1.0 | 0.9957 | 0.92122 | nan | 2.0 | 19.20937 |
BraTS19_TCIA02_210_1 | 0.0 | 0.92556 | 0.61895 | 0.0 | 0.98883 | 0.69193 | 1.0 | 0.99711 | 0.99217 | nan | 2.23607 | 7.14143 |
BraTS19_TCIA02_229_1 | 0.0 | 0.81235 | 0.37605 | 0.0 | 0.99253 | 0.98516 | 1.0 | 0.9939 | 0.98521 | nan | 4.58258 | 19.64688 |
BraTS19_TCIA02_230_1 | 0.0 | 0.96109 | 0.53833 | 0.0 | 0.93814 | 0.72064 | 1.0 | 0.9982 | 0.94269 | nan | 2.23607 | 21.72556 |
BraTS19_TCIA02_273_1 | 0.0 | 0.96425 | 0.66457 | 0.0 | 0.96142 | 0.67845 | 1.0 | 0.99745 | 0.9797 | nan | 1.41421 | 10.19804 |
BraTS19_TCIA02_294_1 | 0.0 | 0.92992 | 0.38031 | 0.0 | 0.98562 | 0.73736 | 1.0 | 0.99099 | 0.95076 | nan | 2.0 | 21.40093 |
BraTS19_TCIA02_350_1 | 0.0 | 0.94259 | 0.44662 | 0.0 | 0.9447 | 0.60816 | 1.0 | 0.99343 | 0.94274 | nan | 2.44949 | 19.20937 |
BraTS19_TCIA02_355_1 | 0.0 | 0.98046 | 0.55128 | 0.0 | 0.9786 | 0.63405 | 1.0 | 0.99771 | 0.95063 | nan | 1.0 | 9.43398 |
BraTS19_TCIA02_382_1 | 0.0 | 0.89969 | 0.54693 | 0.0 | 0.98918 | 0.93789 | 1.0 | 0.98938 | 0.96435 | nan | 2.23607 | 17.23369 |
BraTS19_TCIA02_400_1 | 0.0 | 0.92582 | 0.37354 | 0.0 | 0.99446 | 0.94764 | 1.0 | 0.99403 | 0.96711 | nan | 2.0 | 19.87461 |
BraTS19_TCIA02_457_1 | 0.0 | 0.82025 | 0.17289 | 0.0 | 0.89131 | 0.56628 | 1.0 | 0.97109 | 0.91498 | nan | 9.43398 | 36.23534 |
BraTS19_TCIA02_496_1 | 0.0 | 0.9242 | 0.26904 | 0.0 | 0.90977 | 0.85793 | 1.0 | 0.99278 | 0.91187 | nan | 3.16228 | 25.72936 |
BraTS19_TCIA03_216_1 | 0.0 | 0.97292 | 0.27691 | 0.0 | 0.95761 | 0.40715 | 1.0 | 0.99942 | 0.96983 | nan | 1.0 | 14.3527 |
BraTS19_TCIA03_250_1 | 0.0 | 0.9592 | 0.51975 | 0.0 | 0.94005 | 0.63575 | 1.0 | 0.9993 | 0.98514 | nan | 3.0 | 11.18034 |
BraTS19_TCIA03_288_1 | 0.0 | 0.95456 | 0.42395 | 0.0 | 0.91717 | 0.75432 | 1.0 | 0.99964 | 0.95468 | nan | 1.41421 | 21.18962 |
BraTS19_TCIA03_295_1 | 0.0 | 0.8966 | 0.2887 | 0.0 | 0.81408 | 0.71694 | 1.0 | 0.99985 | 0.95124 | nan | 3.16228 | 24.67995 |
BraTS19_TCIA03_303_1 | 0.0 | 0.96422 | 0.36887 | 0.0 | 0.93874 | 0.5593 | 1.0 | 0.99959 | 0.97318 | nan | 1.41421 | 12.80625 |
BraTS19_TCIA03_304_1 | 0.0 | 0.94878 | 0.36698 | 0.0 | 0.95704 | 0.60155 | 1.0 | 0.98955 | 0.898 | nan | 2.23607 | 23.62202 |
BraTS19_TCIA03_313_1 | 0.0 | 0.96031 | 0.73577 | 0.0 | 0.96599 | 0.73038 | 1.0 | 0.99635 | 0.98357 | nan | 1.73205 | 10.04988 |
BraTS19_TCIA03_318_1 | 0.0 | 0.84971 | 0.44804 | 0.0 | 0.74033 | 0.68848 | 1.0 | 0.9997 | 0.9464 | nan | 25.41653 | 17.126 |
BraTS19_TCIA03_464_1 | 0.0 | 0.94588 | 0.4174 | 0.0 | 0.90341 | 0.86729 | 1.0 | 0.99967 | 0.96944 | nan | 1.73205 | 18.38478 |
BraTS19_TCIA03_604_1 | 0.0 | 0.96203 | 0.61012 | 0.0 | 0.93282 | 0.7457 | 1.0 | 0.99971 | 0.9825 | nan | 1.73205 | 10.34408 |
BraTS19_TCIA04_212_1 | 0.0 | 0.9824 | 0.43124 | 0.0 | 0.98025 | 0.88351 | 1.0 | 0.99949 | 0.9778 | nan | 1.0 | 11.04536 |
BraTS19_TCIA04_253_1 | 0.0 | 0.89389 | 0.52181 | 0.0 | 0.9313 | 0.70721 | 1.0 | 0.99224 | 0.97164 | nan | 3.0 | 16.27882 |
BraTS19_TCIA05_456_1 | 0.0 | 0.89413 | 0.5777 | 0.0 | 0.96811 | 0.73975 | 1.0 | 0.98192 | 0.95262 | nan | 3.16228 | 9.27362 |
BraTS19_TCIA05_484_1 | 0.0 | 0.96728 | 0.43983 | 0.0 | 0.96398 | 0.67015 | 1.0 | 0.99689 | 0.94186 | nan | 1.41421 | 20.63977 |
BraTS19_TCIA06_497_1 | 0.0 | 0.91933 | 0.72209 | 0.0 | 0.92808 | 0.7175 | 1.0 | 0.99881 | 0.99705 | nan | 2.0 | 6.48074 |
BraTS19_TCIA07_600_1 | 0.0 | 0.96527 | 0.62649 | 0.0 | 0.9783 | 0.76325 | 1.0 | 0.99616 | 0.96806 | nan | 1.41421 | 11.87434 |
BraTS19_TCIA07_601_1 | 0.0 | 0.89319 | 0.4356 | 0.0 | 0.83347 | 0.53802 | 1.0 | 0.99763 | 0.96564 | nan | 35.67913 | 35.90265 |
BraTS19_TCIA07_602_1 | 0.0 | 0.89761 | 0.65861 | 0.0 | 0.88273 | 0.58375 | 1.0 | 0.99165 | 0.98308 | nan | 5.91608 | 10.04988 |
BraTS19_TCIA09_148_1 | 0.0 | 0.9168 | 0.31462 | 0.0 | 0.98692 | 0.75853 | 1.0 | 0.99125 | 0.95587 | nan | 2.82843 | 19.87461 |
BraTS19_TCIA09_225_1 | 1.0 | 0.74504 | 0.10631 | 1.0 | 0.61991 | 0.27972 | 1.0 | 0.99797 | 0.97657 | nan | 10.81665 | 54.63515 |
BraTS19_TCIA09_248_1 | 1.0 | 0.93151 | 0.12848 | 1.0 | 0.87294 | 0.11568 | 1.0 | 0.9999 | 0.97347 | nan | 2.82843 | 8.06226 |
BraTS19_TCIA09_381_1 | 1.0 | 0.93516 | 0.45788 | 1.0 | 0.88652 | 0.45922 | 1.0 | 0.99976 | 0.99177 | nan | 4.89898 | 5.47723 |
BraTS19_TCIA09_385_1 | 0.0 | 0.97805 | 0.08167 | 0.0 | 0.98576 | 0.0973 | 1.0 | 0.99907 | 0.98674 | nan | 1.0 | 8.18535 |
BraTS19_TCIA10_106_1 | 0.0 | 0.95364 | 0.61433 | 0.0 | 0.95984 | 0.64405 | 1.0 | 0.9907 | 0.94835 | nan | 7.48331 | 13.30413 |
BraTS19_TCIA10_127_1 | 1.0 | 0.93358 | 0.12589 | 1.0 | 0.88066 | 0.08185 | 1.0 | 0.99989 | 0.99678 | nan | 2.0 | 8.30662 |
BraTS19_TCIA10_172_1 | 0.0 | 0.97003 | 0.2095 | 0.0 | 0.97956 | 0.14874 | 1.0 | 0.99408 | 0.969 | nan | 1.41421 | 9.05539 |
BraTS19_TCIA10_195_1 | 1.0 | 0.94694 | 0.28835 | 1.0 | 0.91801 | 0.30874 | 1.0 | 0.99632 | 0.92925 | nan | 2.82843 | 16.40122 |
BraTS19_TCIA10_220_1 | 0.0 | 0.94608 | 0.29905 | 0.0 | 0.9729 | 0.26525 | 1.0 | 0.9929 | 0.97027 | nan | 2.0 | 7.61577 |
BraTS19_TCIA10_232_1 | 1.0 | 0.95785 | 0.43666 | 1.0 | 0.93365 | 0.35209 | 1.0 | 0.99677 | 0.96159 | nan | 3.0 | 8.94427 |
BraTS19_TCIA10_236_1 | 1.0 | 0.93565 | 0.27308 | 1.0 | 0.88599 | 0.20678 | 1.0 | 0.99951 | 0.98698 | nan | 3.16228 | 3.74166 |
BraTS19_TCIA10_239_1 | 0.0 | 0.92411 | 0.13558 | 0.0 | 0.99848 | 0.10366 | 1.0 | 0.99396 | 0.98951 | nan | 2.23607 | 8.94427 |
BraTS19_TCIA10_271_1 | 0.0 | 0.63716 | 0.29844 | 0.0 | 0.92562 | 0.54207 | 1.0 | 0.96211 | 0.9505 | nan | 38.07886 | 72.40166 |
BraTS19_TCIA10_311_1 | 0.0 | 0.82376 | 0.23455 | 0.0 | 0.98139 | 0.82898 | 1.0 | 0.99738 | 0.99246 | nan | 3.31662 | 11.6619 |
BraTS19_TCIA10_467_1 | 0.0 | 0.77658 | 0.53632 | 0.0 | 0.70642 | 0.58079 | 1.0 | 0.99412 | 0.97962 | nan | 7.48331 | 9.69536 |
BraTS19_TCIA10_609_1 | 0.0 | 0.95218 | 0.12893 | 0.0 | 0.91336 | 0.11181 | 1.0 | 0.99958 | 0.97209 | nan | 2.23607 | 5.74456 |
BraTS19_TCIA10_614_1 | 1.0 | 0.95246 | 0.59943 | 1.0 | 0.92657 | 0.70252 | 1.0 | 0.99943 | 0.98911 | nan | 1.41421 | 6.9282 |
BraTS19_TCIA10_627_1 | 0.0 | 0.89755 | 0.12454 | 0.0 | 0.97203 | 0.21221 | 1.0 | 0.98976 | 0.96704 | nan | 4.0 | 13.98927 |
BraTS19_TCIA10_631_1 | 1.0 | 0.94919 | 0.37597 | 1.0 | 0.92801 | 0.38511 | 1.0 | 0.99924 | 0.98944 | nan | 2.0 | 5.38516 |
BraTS19_TCIA10_635_1 | 0.0 | 0.81849 | 0.37164 | 0.0 | 0.89422 | 0.58329 | 1.0 | 0.99735 | 0.99323 | nan | 3.0 | 10.67708 |
BraTS19_TCIA10_647_1 | 0.0 | 0.95675 | 0.46013 | 0.0 | 0.94763 | 0.42709 | 1.0 | 0.99931 | 0.99399 | nan | 1.41421 | 4.24264 |
BraTS19_TCIA11_612_1 | 0.0 | 0.9455 | 0.00317 | 0.0 | 0.9842 | 0.0031 | 1.0 | 0.9982 | 0.99214 | nan | 2.44949 | 9.26821 |
BraTS19_TCIA12_146_1 | 1.0 | 0.96193 | 0.00083 | 1.0 | 0.9319 | 0.00149 | 1.0 | 0.99983 | 0.98374 | nan | 1.41421 | 10.44031 |
BraTS19_TCIA12_339_1 | 0.0 | 0.94439 | 0.45712 | 0.0 | 0.95487 | 0.56459 | 1.0 | 0.99653 | 0.97517 | nan | 2.0 | 10.98634 |
BraTS19_TCIA12_613_1 | 1.0 | 0.64459 | 0.4119 | 1.0 | 0.86233 | 0.46781 | 1.0 | 0.99798 | 0.998 | nan | 5.83095 | 5.47723 |
BraTS19_TCIA12_641_1 | 1.0 | 0.93297 | 0.68227 | 1.0 | 0.88372 | 0.6785 | 1.0 | 0.99981 | 0.99614 | nan | 1.73205 | 13.0384 |
BraTS19_TCIA13_610_1 | 0.0 | 0.95008 | 0.45707 | 0.0 | 0.94825 | 0.92708 | 1.0 | 0.99652 | 0.95257 | nan | 1.41421 | 26.04611 |
BraTS19_TCIA13_611_1 | 0.0 | 0.83378 | 0.35444 | 0.0 | 0.95747 | 0.93256 | 1.0 | 0.98354 | 0.95268 | nan | 5.09902 | 21.26029 |
BraTS19_TCIA13_616_1 | 0.0 | 0.95257 | 0.17253 | 0.0 | 0.91425 | 0.14482 | 1.0 | 0.99898 | 0.94329 | nan | 3.0 | 12.24745 |
BraTS19_TCIA13_617_1 | 0.0 | 0.80114 | 0.29378 | 0.0 | 0.69746 | 0.20661 | 1.0 | 0.99564 | 0.98822 | nan | 9.89949 | 10.04988 |
BraTS19_TCIA13_619_1 | 0.0 | 0.96157 | 0.01051 | 0.0 | 0.97398 | 0.04183 | 1.0 | 0.99422 | 0.92368 | nan | 1.41421 | 27.14774 |
BraTS19_TCIA13_622_1 | 0.0 | 0.91121 | 0.40456 | 0.0 | 0.97303 | 0.33534 | 1.0 | 0.98783 | 0.97928 | nan | 18.02637 | 17.37815 |
BraTS19_TCIA13_626_1 | 1.0 | 0.96233 | 0.05486 | 1.0 | 0.99137 | 0.09076 | 1.0 | 0.99426 | 0.94502 | nan | 1.41421 | 18.68154 |
BraTS19_TCIA13_636_1 | 0.0 | 0.94976 | 0.61987 | 0.0 | 0.94898 | 0.65359 | 1.0 | 0.99169 | 0.94954 | nan | 3.0 | 10.63015 |
BraTS19_TCIA13_638_1 | 0.0 | 0.88821 | 0.63125 | 0.0 | 0.80665 | 0.46922 | 1.0 | 0.99735 | 0.99536 | nan | 10.63015 | 14.69694 |
BraTS19_TCIA13_643_1 | 0.0 | 0.9001 | 0.33761 | 0.0 | 0.85683 | 0.25635 | 1.0 | 0.99158 | 0.96346 | nan | 12.52996 | 10.48809 |
BraTS19_TCIA13_646_1 | 1.0 | 0.94322 | 0.29281 | 1.0 | 0.99379 | 0.38776 | 1.0 | 0.9981 | 0.99038 | nan | 1.41421 | 12.68858 |
BraTS19_TCIA13_648_1 | 0.0 | 0.80316 | 0.26123 | 0.0 | 0.76301 | 0.26988 | 1.0 | 0.98974 | 0.96441 | nan | 6.16441 | 11.04536 |
BraTS19_TCIA13_649_1 | 0.0 | 0.92465 | 0.48772 | 0.0 | 0.86932 | 0.7293 | 1.0 | 0.99689 | 0.87865 | nan | 5.38516 | 21.2132 |
BraTS19_TCIA13_651_1 | 0.0 | 0.87688 | 0.6666 | 0.0 | 0.90111 | 0.66381 | 1.0 | 0.9965 | 0.99358 | nan | 2.82843 | 5.09902 |
BraTS19_TCIA13_652_1 | 0.0 | 0.9516 | 0.00588 | 0.0 | 0.97617 | 0.09946 | 1.0 | 0.99751 | 0.97215 | nan | 1.73205 | 29.18904 |
BraTS19_TCIA13_655_1 | 0.0 | 0.88276 | 0.20585 | 0.0 | 0.79384 | 0.70112 | 1.0 | 0.99941 | 0.92438 | nan | 3.74166 | 32.80244 |
BraTS19_UAB_3446_1 | 0.0 | 0.94967 | 0.30057 | 0.0 | 0.93171 | 0.88491 | 1.0 | 0.99732 | 0.93619 | nan | 2.44949 | 19.92486 |
BraTS19_UAB_3448_1 | 0.0 | 0.93264 | 0.52473 | 0.0 | 0.95361 | 0.91224 | 1.0 | 0.99773 | 0.98421 | nan | 2.0 | 13.60147 |
BraTS19_UAB_3449_1 | 0.0 | 0.87736 | 0.14405 | 0.0 | 0.98495 | 0.74961 | 1.0 | 0.98474 | 0.93784 | nan | 4.12311 | 31.04835 |
BraTS19_UAB_3454_1 | 0.0 | 0.93989 | 0.28425 | 0.0 | 0.90199 | 0.7286 | 1.0 | 0.99796 | 0.92194 | nan | 3.0 | 23.43075 |
BraTS19_UAB_3455_1 | 0.0 | 0.91786 | 0.22092 | 0.0 | 0.94028 | 0.63964 | 1.0 | 0.99387 | 0.95412 | nan | 2.23607 | 29.57448 |
BraTS19_UAB_3456_1 | 0.0 | 0.90743 | 0.34671 | 0.0 | 0.97813 | 0.8993 | 1.0 | 0.99312 | 0.96654 | nan | 3.0 | 16.50605 |
BraTS19_UAB_3490_1 | 0.0 | 0.92755 | 0.24958 | 0.0 | 0.95168 | 0.78062 | 1.0 | 0.98889 | 0.91251 | nan | 2.44949 | 24.02082 |
BraTS19_UAB_3498_1 | 0.0 | 0.9019 | 0.49237 | 0.0 | 0.90519 | 0.92653 | 1.0 | 0.99264 | 0.95499 | nan | 3.74166 | 37.16181 |
BraTS19_UAB_3499_1 | 0.0 | 0.76563 | 0.33273 | 0.0 | 0.6787 | 0.44298 | 1.0 | 0.99645 | 0.9808 | nan | 17.72005 | 15.89023 |
BraTS19_WashU_S036_1 | 0.0 | 0.89938 | 0.63399 | 0.0 | 0.8511 | 0.79713 | 1.0 | 0.99662 | 0.97157 | nan | 4.3589 | 11.04536 |
BraTS19_WashU_S037_1 | 0.0 | 0.96159 | 0.1844 | 0.0 | 0.96599 | 0.60865 | 1.0 | 0.99702 | 0.94464 | nan | 1.41421 | 28.17801 |
BraTS19_WashU_S040_1 | 0.0 | 0.9287 | 0.4245 | 0.0 | 0.93935 | 0.57778 | 1.0 | 0.9967 | 0.97764 | nan | 2.23607 | 15.13275 |
BraTS19_WashU_S041_1 | 0.0 | 0.96947 | 0.27553 | 0.0 | 0.96827 | 0.64327 | 1.0 | 0.99788 | 0.94849 | nan | 1.0 | 18.38478 |
BraTS19_WashU_W033_1 | 0.0 | 0.92012 | 0.28074 | 0.0 | 0.98226 | 0.58781 | 1.0 | 0.98448 | 0.92204 | nan | 2.23607 | 26.13235 |
BraTS19_WashU_W038_1 | 0.0 | 0.97032 | 0.30534 | 0.0 | 0.97954 | 0.61085 | 1.0 | 0.99889 | 0.98015 | nan | 1.0 | 16.24808 |
BraTS19_WashU_W047_1 | 0.0 | 0.90488 | 0.34572 | 0.0 | 0.93838 | 0.721 | 1.0 | 0.99235 | 0.95726 | nan | 5.09902 | 18.35756 |
BraTS19_WashU_W053_1 | 0.0 | 0.89458 | 0.50015 | 0.0 | 0.98056 | 0.80175 | 1.0 | 0.99575 | 0.98608 | nan | 3.60555 | 8.77496 |
Mean | 0.112 | 0.90397 | 0.38184 | 0.112 | 0.90648 | 0.60293 | 1.0 | 0.99499 | 0.96494 | nan | 4.85547 | 16.80102 |
StdDev | 0.31664 | 0.06685 | 0.18041 | 0.31664 | 0.08738 | 0.248 | 0.0 | 0.00553 | 0.02449 | nan | 6.78887 | 9.94376 |
Median | 0.0 | 0.92505 | 0.38031 | 0.0 | 0.9319 | 0.66381 | 1.0 | 0.99676 | 0.96983 | nan | 3.0 | 15.13275 |
25quantile | 0.0 | 0.8901 | 0.27553 | 0.0 | 0.88273 | 0.46781 | 1.0 | 0.9929 | 0.95008 | nan | 2.0 | 10.04988 |
75quantile | 0.0 | 0.94919 | 0.50015 | 0.0 | 0.96599 | 0.75853 | 1.0 | 0.9982 | 0.98421 | nan | 4.58258 | 21.26029 |
nnUNetTrainer__nnUNetPlans__EAB__3d_fullres
Label | Dice_ET | Dice_WT | Dice_TC | Sensitivity_ET | Sensitivity_WT | Sensitivity_TC | Specificity_ET | Specificity_WT | Specificity_TC | Hausdorff95_ET | Hausdorff95_WT | Hausdorff95_TC |
---|---|---|---|---|---|---|---|---|---|---|---|---|
BraTS19_CBICA_AAM_1 | 0.0 | 0.86224 | 0.28244 | 0.0 | 0.78196 | 0.91848 | 1.0 | 0.9971 | 0.94342 | nan | 47.89572 | 28.62604 |
BraTS19_CBICA_ABT_1 | 0.0 | 0.93283 | 0.4526 | 0.0 | 0.98017 | 0.72593 | 1.0 | 0.99808 | 0.98968 | nan | 2.23607 | 12.56981 |
BraTS19_CBICA_ALA_1 | 0.0 | 0.90655 | 0.29631 | 0.0 | 0.91662 | 0.83501 | 1.0 | 0.99605 | 0.9705 | nan | 2.23607 | 21.18962 |
BraTS19_CBICA_ALT_1 | 0.0 | 0.91559 | 0.51225 | 0.0 | 0.9443 | 0.5699 | 1.0 | 0.98673 | 0.95625 | nan | 5.09902 | 16.76305 |
BraTS19_CBICA_ALV_1 | 0.0 | 0.90017 | 0.04589 | 0.0 | 0.97537 | 0.6867 | 1.0 | 0.99311 | 0.96173 | nan | 2.82843 | 42.44997 |
BraTS19_CBICA_ALZ_1 | 0.0 | 0.94637 | 0.20664 | 0.0 | 0.98611 | 0.4917 | 1.0 | 0.99186 | 0.93456 | nan | 1.41421 | 21.29788 |
BraTS19_CBICA_AMF_1 | 0.0 | 0.93658 | 0.41812 | 0.0 | 0.95903 | 0.54146 | 1.0 | 0.99252 | 0.95618 | nan | 1.41421 | 18.70829 |
BraTS19_CBICA_AMU_1 | 0.0 | 0.92761 | 0.37087 | 0.0 | 0.9159 | 0.73243 | 1.0 | 0.99189 | 0.91568 | nan | 4.58258 | 23.76973 |
BraTS19_CBICA_ANK_1 | 0.0 | 0.92257 | 0.10865 | 0.0 | 0.90376 | 0.69167 | 1.0 | 0.99766 | 0.96429 | nan | 2.23607 | 22.2081 |
BraTS19_CBICA_APM_1 | 0.0 | 0.91671 | 0.67216 | 0.0 | 0.87448 | 0.73168 | 1.0 | 0.99785 | 0.98165 | nan | 3.60555 | 7.68115 |
BraTS19_CBICA_AQE_1 | 0.0 | 0.77159 | 0.41668 | 0.0 | 0.73326 | 0.77625 | 1.0 | 0.99834 | 0.99413 | nan | 5.09902 | 9.9599 |
BraTS19_CBICA_ARR_1 | 0.0 | 0.92235 | 0.23876 | 0.0 | 0.8912 | 0.55986 | 1.0 | 0.99875 | 0.97892 | nan | 3.31662 | 16.06238 |
BraTS19_CBICA_ATW_1 | 0.0 | 0.75814 | 0.13823 | 0.0 | 0.64939 | 0.88647 | 1.0 | 0.99538 | 0.95553 | nan | 7.0 | 25.63201 |
BraTS19_CBICA_AUC_1 | 0.0 | 0.87748 | 0.55277 | 0.0 | 0.88132 | 0.44032 | 1.0 | 0.99602 | 0.99543 | nan | 4.12311 | 6.7082 |
BraTS19_CBICA_AUE_1 | 0.0 | 0.89936 | 0.38875 | 0.0 | 0.89632 | 0.59418 | 1.0 | 0.98713 | 0.92666 | nan | 5.91608 | 21.9545 |
BraTS19_CBICA_AZA_1 | 0.0 | 0.72273 | 0.4025 | 0.0 | 0.58741 | 0.58311 | 1.0 | 0.99829 | 0.9852 | nan | 15.84298 | 12.08305 |
BraTS19_CBICA_BHF_1 | 0.0 | 0.95081 | 0.46045 | 0.0 | 0.95162 | 0.77856 | 1.0 | 0.99789 | 0.97429 | nan | 1.41421 | 19.74842 |
BraTS19_CBICA_BHN_1 | 0.0 | 0.92244 | 0.46944 | 0.0 | 0.88415 | 0.60854 | 1.0 | 0.99819 | 0.97524 | nan | 3.0 | 15.54509 |
BraTS19_CBICA_BKY_1 | 0.0 | 0.92867 | 0.3569 | 0.0 | 0.89715 | 0.38219 | 1.0 | 0.99713 | 0.96771 | nan | 2.82843 | 13.74773 |
BraTS19_CBICA_BLI_1 | 0.0 | 0.94788 | 0.60715 | 0.0 | 0.92883 | 0.64942 | 1.0 | 0.99739 | 0.97355 | nan | 1.73205 | 9.27362 |
BraTS19_CBICA_BLK_1 | 0.0 | 0.90393 | 0.40809 | 0.0 | 0.91607 | 0.86496 | 1.0 | 0.99573 | 0.97252 | nan | 3.74166 | 22.84732 |
BraTS19_MDA_1012_1 | 0.0 | 0.904 | 0.5015 | 0.0 | 0.94143 | 0.72993 | 1.0 | 0.99379 | 0.97441 | nan | 3.0 | 13.15295 |
BraTS19_MDA_1015_1 | 0.0 | 0.94058 | 0.34762 | 0.0 | 0.96203 | 0.79823 | 1.0 | 0.9942 | 0.94942 | nan | 4.58258 | 17.0 |
BraTS19_MDA_1060_1 | 0.0 | 0.87658 | 0.49331 | 0.0 | 0.86999 | 0.73239 | 1.0 | 0.99537 | 0.97846 | nan | 3.60555 | 13.2665 |
BraTS19_MDA_1081_1 | 0.0 | 0.90316 | 0.6927 | 0.0 | 0.95849 | 0.78803 | 1.0 | 0.99246 | 0.98337 | nan | 7.0 | 5.74456 |
BraTS19_MDA_1089_1 | 0.0 | 0.83499 | 0.31233 | 0.0 | 0.82297 | 0.94952 | 1.0 | 0.99752 | 0.98698 | nan | 2.82843 | 17.02939 |
BraTS19_MDA_1123_1 | 0.0 | 0.86407 | 0.66159 | 0.0 | 0.83958 | 0.94793 | 1.0 | 0.99869 | 0.99433 | nan | 3.16228 | 5.38516 |
BraTS19_MDA_1124_1 | 0.0 | 0.7685 | 0.75497 | 0.0 | 0.69431 | 0.92478 | 1.0 | 0.99915 | 0.99787 | nan | 5.47723 | 5.74456 |
BraTS19_MDA_907_1 | 0.0 | 0.89007 | 0.35978 | 0.0 | 0.82601 | 0.62204 | 1.0 | 0.99773 | 0.96026 | nan | 5.91608 | 25.39685 |
BraTS19_MDA_922_1 | 0.0 | 0.92735 | 0.31964 | 0.0 | 0.88835 | 0.84561 | 1.0 | 0.99717 | 0.93251 | nan | 3.60555 | 24.16609 |
BraTS19_MDA_958_1 | 0.0 | 0.75481 | 0.73394 | 0.0 | 0.71923 | 0.78631 | 1.0 | 0.99934 | 0.99906 | nan | 5.0 | 4.0 |
BraTS19_MDA_959_1 | 0.0 | 0.86825 | 0.13337 | 0.0 | 0.83078 | 0.44668 | 1.0 | 0.98966 | 0.91485 | nan | 5.74456 | 23.72762 |
BraTS19_TCIA01_215_1 | 0.0 | 0.89387 | 0.50158 | 0.0 | 0.87193 | 0.808 | 1.0 | 0.99954 | 0.99661 | nan | 2.23607 | 8.66025 |
BraTS19_TCIA01_341_1 | 0.0 | 0.92821 | 0.58118 | 0.0 | 0.96995 | 0.75886 | 1.0 | 0.98727 | 0.94835 | nan | 4.12311 | 21.42429 |
BraTS19_TCIA01_454_1 | 0.0 | 0.80812 | 0.22529 | 0.0 | 0.95554 | 0.9269 | 1.0 | 0.98035 | 0.94778 | nan | 6.63325 | 23.60085 |
BraTS19_TCIA02_139_1 | 0.0 | 0.96328 | 0.46232 | 0.0 | 0.96565 | 0.90739 | 1.0 | 0.99482 | 0.91861 | nan | 2.44949 | 19.51922 |
BraTS19_TCIA02_210_1 | 0.0 | 0.92669 | 0.6219 | 0.0 | 0.98901 | 0.69535 | 1.0 | 0.99716 | 0.99222 | nan | 2.23607 | 7.2111 |
BraTS19_TCIA02_229_1 | 0.0 | 0.86312 | 0.42185 | 0.0 | 0.97255 | 0.98756 | 1.0 | 0.9962 | 0.98775 | nan | 3.4641 | 17.05872 |
BraTS19_TCIA02_230_1 | 0.0 | 0.96008 | 0.54838 | 0.0 | 0.93306 | 0.73372 | 1.0 | 0.99864 | 0.94355 | nan | 2.23607 | 21.40093 |
BraTS19_TCIA02_273_1 | 0.0 | 0.96668 | 0.67121 | 0.0 | 0.96655 | 0.69274 | 1.0 | 0.99741 | 0.97924 | nan | 1.41421 | 10.3923 |
BraTS19_TCIA02_294_1 | 0.0 | 0.92846 | 0.38256 | 0.0 | 0.98271 | 0.74175 | 1.0 | 0.99099 | 0.95086 | nan | 2.0 | 21.35416 |
BraTS19_TCIA02_350_1 | 0.0 | 0.94646 | 0.43948 | 0.0 | 0.94773 | 0.59139 | 1.0 | 0.99396 | 0.94352 | nan | 2.44949 | 19.10497 |
BraTS19_TCIA02_355_1 | 0.0 | 0.97799 | 0.57517 | 0.0 | 0.97161 | 0.67008 | 1.0 | 0.998 | 0.95109 | nan | 1.0 | 9.64365 |
BraTS19_TCIA02_382_1 | 0.0 | 0.89784 | 0.54415 | 0.0 | 0.99159 | 0.937 | 1.0 | 0.989 | 0.96399 | nan | 2.23607 | 17.23369 |
BraTS19_TCIA02_400_1 | 0.0 | 0.93321 | 0.37735 | 0.0 | 0.99562 | 0.94686 | 1.0 | 0.99464 | 0.96769 | nan | 2.0 | 19.46792 |
BraTS19_TCIA02_457_1 | 0.0 | 0.84971 | 0.18592 | 0.0 | 0.89136 | 0.60906 | 1.0 | 0.97881 | 0.91569 | nan | 8.06226 | 32.51154 |
BraTS19_TCIA02_496_1 | 0.0 | 0.92418 | 0.26724 | 0.0 | 0.91287 | 0.85744 | 1.0 | 0.99233 | 0.91109 | nan | 3.16228 | 25.7682 |
BraTS19_TCIA03_216_1 | 0.0 | 0.97559 | 0.28579 | 0.0 | 0.96323 | 0.42465 | 1.0 | 0.99939 | 0.96956 | nan | 1.0 | 14.3527 |
BraTS19_TCIA03_250_1 | 0.0 | 0.94719 | 0.53894 | 0.0 | 0.91375 | 0.64843 | 1.0 | 0.99946 | 0.98611 | nan | 3.0 | 11.18034 |
BraTS19_TCIA03_288_1 | 0.0 | 0.9507 | 0.43851 | 0.0 | 0.90859 | 0.77833 | 1.0 | 0.99977 | 0.9555 | nan | 1.41421 | 21.11871 |
BraTS19_TCIA03_295_1 | 0.0 | 0.87877 | 0.30311 | 0.0 | 0.78455 | 0.73131 | 1.0 | 0.99991 | 0.95358 | nan | 3.4641 | 24.37212 |
BraTS19_TCIA03_303_1 | 0.0 | 0.96118 | 0.37561 | 0.0 | 0.93425 | 0.57038 | 1.0 | 0.99952 | 0.9733 | nan | 1.73205 | 12.84523 |
BraTS19_TCIA03_304_1 | 0.0 | 0.95253 | 0.40009 | 0.0 | 0.95955 | 0.66588 | 1.0 | 0.99045 | 0.89886 | nan | 2.0 | 23.72762 |
BraTS19_TCIA03_313_1 | 0.0 | 0.95977 | 0.7527 | 0.0 | 0.98255 | 0.77877 | 1.0 | 0.99482 | 0.98129 | nan | 2.0 | 10.19804 |
BraTS19_TCIA03_318_1 | 0.0 | 0.8803 | 0.46902 | 0.0 | 0.7943 | 0.7905 | 1.0 | 0.9986 | 0.93883 | nan | 21.11871 | 23.28089 |
BraTS19_TCIA03_464_1 | 0.0 | 0.94235 | 0.42427 | 0.0 | 0.89559 | 0.87534 | 1.0 | 0.99975 | 0.96994 | nan | 1.73205 | 18.13836 |
BraTS19_TCIA03_604_1 | 0.0 | 0.96233 | 0.60836 | 0.0 | 0.93288 | 0.74457 | 1.0 | 0.99973 | 0.98238 | nan | 1.73205 | 10.3923 |
BraTS19_TCIA04_212_1 | 0.0 | 0.97773 | 0.43355 | 0.0 | 0.97812 | 0.89417 | 1.0 | 0.99925 | 0.97763 | nan | 1.0 | 11.35782 |
BraTS19_TCIA04_253_1 | 0.0 | 0.89745 | 0.48854 | 0.0 | 0.9421 | 0.64742 | 1.0 | 0.99199 | 0.97165 | nan | 3.16228 | 16.26191 |
BraTS19_TCIA05_456_1 | 0.0 | 0.87988 | 0.58668 | 0.0 | 0.96902 | 0.78162 | 1.0 | 0.9786 | 0.94906 | nan | 3.74166 | 9.72614 |
BraTS19_TCIA05_484_1 | 0.0 | 0.95989 | 0.48654 | 0.0 | 0.9393 | 0.73795 | 1.0 | 0.99811 | 0.9453 | nan | 1.41421 | 20.3224 |
BraTS19_TCIA06_497_1 | 0.0 | 0.91505 | 0.7145 | 0.0 | 0.93635 | 0.71775 | 1.0 | 0.99856 | 0.99681 | nan | 2.0 | 6.32456 |
BraTS19_TCIA07_600_1 | 0.0 | 0.96548 | 0.63344 | 0.0 | 0.97917 | 0.77791 | 1.0 | 0.99612 | 0.96783 | nan | 1.41421 | 12.08305 |
BraTS19_TCIA07_601_1 | 0.0 | 0.8952 | 0.44278 | 0.0 | 0.83699 | 0.54985 | 1.0 | 0.99762 | 0.96558 | nan | 35.35534 | 35.61109 |
BraTS19_TCIA07_602_1 | 0.0 | 0.90529 | 0.66942 | 0.0 | 0.88834 | 0.59281 | 1.0 | 0.99263 | 0.98403 | nan | 5.65685 | 10.04988 |
BraTS19_TCIA09_148_1 | 0.0 | 0.92327 | 0.32133 | 0.0 | 0.97785 | 0.75416 | 1.0 | 0.9926 | 0.95765 | nan | 2.44949 | 19.67232 |
BraTS19_TCIA09_225_1 | 1.0 | 0.64187 | 0.09808 | 1.0 | 0.4998 | 0.21474 | 1.0 | 0.99736 | 0.98139 | nan | 11.57584 | 56.53848 |
BraTS19_TCIA09_248_1 | 1.0 | 0.93565 | 0.11755 | 1.0 | 0.87987 | 0.10303 | 1.0 | 0.99993 | 0.97483 | nan | 3.0 | 7.48331 |
BraTS19_TCIA09_381_1 | 1.0 | 0.94889 | 0.42916 | 1.0 | 0.9241 | 0.43653 | 1.0 | 0.99941 | 0.991 | nan | 3.16228 | 5.09902 |
BraTS19_TCIA09_385_1 | 0.0 | 0.97212 | 0.03971 | 0.0 | 0.99453 | 0.0408 | 1.0 | 0.99841 | 0.98954 | nan | 1.0 | 8.83176 |
BraTS19_TCIA10_106_1 | 0.0 | 0.96116 | 0.63173 | 0.0 | 0.95742 | 0.66959 | 1.0 | 0.99391 | 0.94863 | nan | 4.12311 | 13.0 |
BraTS19_TCIA10_127_1 | 1.0 | 0.92625 | 0.1584 | 1.0 | 0.87005 | 0.10424 | 1.0 | 0.99984 | 0.99688 | nan | 2.23607 | 8.66025 |
BraTS19_TCIA10_172_1 | 0.0 | 0.97135 | 0.15501 | 0.0 | 0.97092 | 0.1039 | 1.0 | 0.99584 | 0.97295 | nan | 1.41421 | 11.44552 |
BraTS19_TCIA10_195_1 | 1.0 | 0.95009 | 0.29267 | 1.0 | 0.91972 | 0.31376 | 1.0 | 0.99712 | 0.92944 | nan | 2.82843 | 16.58312 |
BraTS19_TCIA10_220_1 | 0.0 | 0.94717 | 0.28747 | 0.0 | 0.97145 | 0.25242 | 1.0 | 0.99324 | 0.97056 | nan | 2.0 | 7.34847 |
BraTS19_TCIA10_232_1 | 1.0 | 0.95991 | 0.35837 | 1.0 | 0.93761 | 0.27363 | 1.0 | 0.99675 | 0.96264 | nan | 2.44949 | 8.18535 |
BraTS19_TCIA10_236_1 | 1.0 | 0.92189 | 0.28706 | 1.0 | 0.86049 | 0.21307 | 1.0 | 0.9996 | 0.98851 | nan | 4.12311 | 3.31662 |
BraTS19_TCIA10_239_1 | 0.0 | 0.92976 | 0.10575 | 0.0 | 0.99599 | 0.07479 | 1.0 | 0.99455 | 0.99163 | nan | 2.23607 | 11.22497 |
BraTS19_TCIA10_271_1 | 0.0 | 0.6561 | 0.32295 | 0.0 | 0.94367 | 0.57647 | 1.0 | 0.96393 | 0.9528 | nan | 38.69108 | 70.2709 |
BraTS19_TCIA10_311_1 | 0.0 | 0.83999 | 0.25088 | 0.0 | 0.97649 | 0.86531 | 1.0 | 0.99772 | 0.99276 | nan | 3.0 | 11.7047 |
BraTS19_TCIA10_467_1 | 0.0 | 0.76429 | 0.51071 | 0.0 | 0.68258 | 0.54418 | 1.0 | 0.9946 | 0.97956 | nan | 6.78233 | 10.77033 |
BraTS19_TCIA10_609_1 | 0.0 | 0.94795 | 0.06358 | 0.0 | 0.90562 | 0.05264 | 1.0 | 0.99958 | 0.97295 | nan | 2.44949 | 5.38516 |
BraTS19_TCIA10_614_1 | 1.0 | 0.93222 | 0.61909 | 1.0 | 0.8782 | 0.71298 | 1.0 | 0.99982 | 0.98998 | nan | 2.0 | 6.16441 |
BraTS19_TCIA10_627_1 | 0.0 | 0.89951 | 0.21774 | 0.0 | 0.96879 | 0.36586 | 1.0 | 0.99022 | 0.97006 | nan | 4.24264 | 14.17745 |
BraTS19_TCIA10_631_1 | 1.0 | 0.92359 | 0.44893 | 1.0 | 0.86434 | 0.45947 | 1.0 | 0.9998 | 0.99065 | nan | 3.0 | 5.38516 |
BraTS19_TCIA10_635_1 | 0.0 | 0.81022 | 0.41777 | 0.0 | 0.84755 | 0.63249 | 1.0 | 0.99777 | 0.99393 | nan | 3.0 | 10.29563 |
BraTS19_TCIA10_647_1 | 0.0 | 0.9433 | 0.52752 | 0.0 | 0.90412 | 0.50972 | 1.0 | 0.99973 | 0.99408 | nan | 1.73205 | 3.60555 |
BraTS19_TCIA11_612_1 | 0.0 | 0.93298 | 0.0 | 0.0 | 0.98492 | 0.0 | 1.0 | 0.99768 | 0.99216 | nan | 2.44949 | 10.63015 |
BraTS19_TCIA12_146_1 | 1.0 | 0.93989 | 0.00104 | 1.0 | 0.88903 | 0.00184 | 1.0 | 0.99992 | 0.98403 | nan | 1.73205 | 10.04988 |
BraTS19_TCIA12_339_1 | 0.0 | 0.94094 | 0.5811 | 0.0 | 0.95445 | 0.79028 | 1.0 | 0.99618 | 0.97451 | nan | 3.0 | 13.34166 |
BraTS19_TCIA12_613_1 | 1.0 | 0.63703 | 0.63703 | 1.0 | 0.65997 | 0.65997 | 1.0 | 0.99898 | 0.99898 | nan | 4.12311 | 4.12311 |
BraTS19_TCIA12_641_1 | 1.0 | 0.92312 | 0.82067 | 1.0 | 0.86797 | 0.91249 | 1.0 | 0.99978 | 0.99613 | nan | 2.0 | 15.81139 |
BraTS19_TCIA13_610_1 | 0.0 | 0.94968 | 0.43231 | 0.0 | 0.93279 | 0.837 | 1.0 | 0.9977 | 0.95467 | nan | 1.73205 | 25.70992 |
BraTS19_TCIA13_611_1 | 0.0 | 0.85604 | 0.36853 | 0.0 | 0.96243 | 0.9429 | 1.0 | 0.98612 | 0.95488 | nan | 4.0 | 21.40093 |
BraTS19_TCIA13_616_1 | 0.0 | 0.95083 | 0.14994 | 0.0 | 0.91148 | 0.12436 | 1.0 | 0.99889 | 0.94324 | nan | 3.16228 | 15.13275 |
BraTS19_TCIA13_617_1 | 0.0 | 0.79534 | 0.30161 | 0.0 | 0.6877 | 0.21084 | 1.0 | 0.99585 | 0.98897 | nan | 9.84886 | 15.0 |
BraTS19_TCIA13_619_1 | 0.0 | 0.95711 | 5e-05 | 0.0 | 0.95719 | 0.0002 | 1.0 | 0.99521 | 0.93113 | nan | 1.73205 | 27.16616 |
BraTS19_TCIA13_622_1 | 0.0 | 0.89326 | 0.29623 | 0.0 | 0.97701 | 0.2344 | 1.0 | 0.98425 | 0.97763 | nan | 20.22375 | 19.41649 |
BraTS19_TCIA13_626_1 | 1.0 | 0.95771 | 0.02586 | 1.0 | 0.99103 | 0.03921 | 1.0 | 0.99347 | 0.95059 | nan | 2.0 | 19.10497 |
BraTS19_TCIA13_636_1 | 0.0 | 0.94901 | 0.59158 | 0.0 | 0.95423 | 0.6157 | 1.0 | 0.99045 | 0.94836 | nan | 3.0 | 10.63015 |
BraTS19_TCIA13_638_1 | 0.0 | 0.90935 | 0.48294 | 0.0 | 0.8471 | 0.32353 | 1.0 | 0.99563 | 0.99566 | nan | 7.28011 | 13.60147 |
BraTS19_TCIA13_643_1 | 0.0 | 0.94928 | 0.2694 | 0.0 | 0.94753 | 0.19223 | 1.0 | 0.99126 | 0.96728 | nan | 4.58258 | 12.64911 |
BraTS19_TCIA13_646_1 | 1.0 | 0.95155 | 0.58916 | 1.0 | 0.99449 | 0.99334 | 1.0 | 0.9984 | 0.98948 | nan | 1.41421 | 13.15295 |
BraTS19_TCIA13_648_1 | 0.0 | 0.88611 | 0.2273 | 0.0 | 0.9056 | 0.22773 | 1.0 | 0.98964 | 0.96531 | nan | 5.0 | 10.67708 |
BraTS19_TCIA13_649_1 | 0.0 | 0.93797 | 0.4849 | 0.0 | 0.90168 | 0.73905 | 1.0 | 0.99409 | 0.87405 | nan | 5.09902 | 21.2132 |
BraTS19_TCIA13_651_1 | 0.0 | 0.88147 | 0.63331 | 0.0 | 0.89358 | 0.60038 | 1.0 | 0.99696 | 0.99421 | nan | 3.0 | 5.09902 |
BraTS19_TCIA13_652_1 | 0.0 | 0.95611 | 0.0452 | 0.0 | 0.95557 | 0.86671 | 1.0 | 0.99857 | 0.96898 | nan | 1.41421 | 29.42788 |
BraTS19_TCIA13_655_1 | 0.0 | 0.87783 | 0.20236 | 0.0 | 0.78912 | 0.68539 | 1.0 | 0.9989 | 0.92471 | nan | 4.12311 | 33.15117 |
BraTS19_UAB_3446_1 | 0.0 | 0.94788 | 0.30572 | 0.0 | 0.92207 | 0.88765 | 1.0 | 0.99793 | 0.93753 | nan | 2.23607 | 19.59592 |
BraTS19_UAB_3448_1 | 0.0 | 0.93687 | 0.5336 | 0.0 | 0.94624 | 0.91055 | 1.0 | 0.99816 | 0.98484 | nan | 2.0 | 13.30413 |
BraTS19_UAB_3449_1 | 0.0 | 0.88724 | 0.16194 | 0.0 | 0.97784 | 0.81151 | 1.0 | 0.98673 | 0.94105 | nan | 3.74166 | 30.82207 |
BraTS19_UAB_3454_1 | 0.0 | 0.93976 | 0.28443 | 0.0 | 0.9041 | 0.7328 | 1.0 | 0.99765 | 0.92144 | nan | 3.0 | 23.43075 |
BraTS19_UAB_3455_1 | 0.0 | 0.92178 | 0.23057 | 0.0 | 0.93486 | 0.65811 | 1.0 | 0.99472 | 0.95523 | nan | 2.23607 | 29.68164 |
BraTS19_UAB_3456_1 | 0.0 | 0.9183 | 0.35689 | 0.0 | 0.97004 | 0.89851 | 1.0 | 0.99448 | 0.96809 | nan | 2.82843 | 16.27882 |
BraTS19_UAB_3490_1 | 0.0 | 0.9285 | 0.26467 | 0.0 | 0.94359 | 0.81936 | 1.0 | 0.99015 | 0.91452 | nan | 2.44949 | 23.72762 |
BraTS19_UAB_3498_1 | 0.0 | 0.89685 | 0.50889 | 0.0 | 0.88193 | 0.9298 | 1.0 | 0.99389 | 0.95775 | nan | 4.58258 | 37.05401 |
BraTS19_UAB_3499_1 | 0.0 | 0.80752 | 0.41756 | 0.0 | 0.73496 | 0.57866 | 1.0 | 0.99679 | 0.98122 | nan | 9.0 | 10.04988 |
BraTS19_WashU_S036_1 | 0.0 | 0.91635 | 0.56686 | 0.0 | 0.89594 | 0.69898 | 1.0 | 0.99515 | 0.9696 | nan | 5.38516 | 11.04536 |
BraTS19_WashU_S037_1 | 0.0 | 0.95843 | 0.1968 | 0.0 | 0.96444 | 0.64974 | 1.0 | 0.99668 | 0.94508 | nan | 1.41421 | 28.18954 |
BraTS19_WashU_S040_1 | 0.0 | 0.94049 | 0.43032 | 0.0 | 0.94229 | 0.57365 | 1.0 | 0.99757 | 0.97866 | nan | 2.0 | 15.0333 |
BraTS19_WashU_S041_1 | 0.0 | 0.96706 | 0.27359 | 0.0 | 0.9585 | 0.6283 | 1.0 | 0.99828 | 0.94953 | nan | 1.0 | 18.13836 |
BraTS19_WashU_W033_1 | 0.0 | 0.93003 | 0.30813 | 0.0 | 0.9785 | 0.637 | 1.0 | 0.98723 | 0.92511 | nan | 2.0 | 25.63201 |
BraTS19_WashU_W038_1 | 0.0 | 0.97003 | 0.31807 | 0.0 | 0.96449 | 0.62226 | 1.0 | 0.99932 | 0.98098 | nan | 1.0 | 15.90597 |
BraTS19_WashU_W047_1 | 0.0 | 0.91731 | 0.35757 | 0.0 | 0.92188 | 0.70982 | 1.0 | 0.99503 | 0.96056 | nan | 5.09902 | 17.72005 |
BraTS19_WashU_W053_1 | 0.0 | 0.89814 | 0.495 | 0.0 | 0.97861 | 0.78208 | 1.0 | 0.99597 | 0.98634 | nan | 3.0 | 8.60233 |
Mean | 0.112 | 0.90641 | 0.39029 | 0.112 | 0.90544 | 0.62394 | 1.0 | 0.99518 | 0.96524 | nan | 4.54008 | 16.91987 |
StdDev | 0.31664 | 0.06588 | 0.18645 | 0.31664 | 0.08854 | 0.25591 | 0.0 | 0.00521 | 0.02474 | nan | 6.51763 | 9.87473 |
Median | 0.0 | 0.92625 | 0.4025 | 0.0 | 0.93288 | 0.6867 | 1.0 | 0.99696 | 0.96994 | nan | 3.0 | 15.54509 |
25quantile | 0.0 | 0.89326 | 0.27359 | 0.0 | 0.88193 | 0.54418 | 1.0 | 0.99379 | 0.94953 | nan | 2.0 | 10.29563 |
75quantile | 0.0 | 0.94795 | 0.51225 | 0.0 | 0.96449 | 0.79028 | 1.0 | 0.99841 | 0.98484 | nan | 4.24264 | 21.40093 |
CAUNet
正在训练。训练到了2折半了。刚才想起来昨天晚上刚训练到2折多。应该直接接着训练的。就这样吧。
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