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Datasets:
4141ms
/
CADS-dataset

Tasks:
Image Segmentation
Modalities:
Tabular
Text
Image
Formats:
csv
Size:
10K - 100K
ArXiv:
Tags:
medical
ct
segmentation
image
3d
whole-body
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
CADS-dataset
File size: 15,399 Bytes
6331451
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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Image ID,Spacing X,Spacing Y,Spacing Z,Size X,Size Y,Size Z
LITS_test-volume-0_0000.nii.gz,0.75,0.75,3.0,512,512,163
LITS_test-volume-10_0000.nii.gz,0.6523439884185791,0.6523439884185791,2.0,512,512,205
LITS_test-volume-11_0000.nii.gz,0.7167969942092896,0.7167969942092896,2.0,512,512,208
LITS_test-volume-12_0000.nii.gz,0.6835939884185791,0.6835939884185791,5.0,512,512,97
LITS_test-volume-13_0000.nii.gz,0.8261719942092896,0.8261719942092896,5.0,512,512,107
LITS_test-volume-14_0000.nii.gz,0.6881070137023926,0.6881070137023926,5.010009765625,512,512,89
LITS_test-volume-15_0000.nii.gz,0.8007810115814209,0.8007810115814209,3.0,512,512,147
LITS_test-volume-16_0000.nii.gz,0.6308590173721313,0.6308590173721313,5.0,512,512,97
LITS_test-volume-17_0000.nii.gz,0.7020000219345093,0.7020000219345093,0.5,512,512,971
LITS_test-volume-18_0000.nii.gz,0.703125,0.703125,2.5,512,512,180
LITS_test-volume-19_0000.nii.gz,0.6171875,0.6171875,5.0,512,512,84
LITS_test-volume-1_0000.nii.gz,0.9609375,0.9609375,2.5,512,512,249
LITS_test-volume-20_0000.nii.gz,0.68359375,0.68359375,2.0,512,512,209
LITS_test-volume-21_0000.nii.gz,0.84375,0.84375,2.5,512,512,197
LITS_test-volume-22_0000.nii.gz,0.59765625,0.59765625,5.0,512,512,87
LITS_test-volume-23_0000.nii.gz,0.6582030057907104,0.6582030057907104,5.0,512,512,85
LITS_test-volume-24_0000.nii.gz,0.7421875,0.7421875,5.0,512,512,98
LITS_test-volume-25_0000.nii.gz,0.6582030057907104,0.6582030057907104,5.0,512,512,89
LITS_test-volume-26_0000.nii.gz,0.8119999766349792,0.8119999766349792,4.0,512,512,112
LITS_test-volume-27_0000.nii.gz,0.7739999890327454,0.7739999890327454,5.0,512,512,89
LITS_test-volume-28_0000.nii.gz,0.6640625,0.6640625,5.0,512,512,76
LITS_test-volume-29_0000.nii.gz,0.791015625,0.791015625,2.0,512,512,225
LITS_test-volume-2_0000.nii.gz,0.9765620231628418,0.9765620231628418,2.5,512,512,267
LITS_test-volume-30_0000.nii.gz,0.78125,0.78125,0.699999988079071,512,512,820
LITS_test-volume-31_0000.nii.gz,0.734375,0.734375,0.699999988079071,512,512,760
LITS_test-volume-32_0000.nii.gz,0.734375,0.734375,0.699999988079071,512,512,659
LITS_test-volume-33_0000.nii.gz,0.796875,0.796875,0.7000000476837158,512,512,668
LITS_test-volume-34_0000.nii.gz,0.716796875,0.716796875,0.699999988079071,512,512,947
LITS_test-volume-35_0000.nii.gz,0.693359375,0.693359375,0.699999988079071,512,512,947
LITS_test-volume-36_0000.nii.gz,0.6484375,0.6484375,0.699999988079071,512,512,903
LITS_test-volume-37_0000.nii.gz,0.701171875,0.701171875,1.5,512,512,472
LITS_test-volume-38_0000.nii.gz,0.763671875,0.763671875,0.699999988079071,512,512,997
LITS_test-volume-39_0000.nii.gz,0.697265625,0.697265625,1.5,512,512,465
LITS_test-volume-3_0000.nii.gz,0.9765620231628418,0.9765620231628418,2.5,512,512,271
LITS_test-volume-40_0000.nii.gz,0.68359375,0.68359375,0.449999988079071,512,512,1026
LITS_test-volume-41_0000.nii.gz,0.748046875,0.748046875,0.699999988079071,512,512,694
LITS_test-volume-42_0000.nii.gz,0.60546875,0.60546875,5.0,512,512,42
LITS_test-volume-43_0000.nii.gz,0.642578125,0.642578125,4.0,512,512,55
LITS_test-volume-44_0000.nii.gz,0.6835939884185791,0.6835939884185791,5.0,512,512,130
LITS_test-volume-45_0000.nii.gz,0.6835939884185791,0.6835939884185791,5.0,512,512,131
LITS_test-volume-46_0000.nii.gz,0.6328125,0.6328125,1.5,512,512,419
LITS_test-volume-47_0000.nii.gz,0.59765625,0.59765625,1.5,512,512,269
LITS_test-volume-48_0000.nii.gz,0.6328125,0.6328125,1.0,512,512,433
LITS_test-volume-49_0000.nii.gz,0.703125,0.703125,5.0,512,512,124
LITS_test-volume-4_0000.nii.gz,0.7421879768371582,0.7421879768371582,2.5,512,512,206
LITS_test-volume-50_0000.nii.gz,0.861328125,0.861328125,0.699999988079071,512,512,565
LITS_test-volume-51_0000.nii.gz,0.7578125,0.7578125,0.699999988079071,512,512,610
LITS_test-volume-52_0000.nii.gz,0.708984375,0.708984375,0.800000011920929,512,512,357
LITS_test-volume-53_0000.nii.gz,0.76953125,0.76953125,1.0,512,512,584
LITS_test-volume-54_0000.nii.gz,0.9042969942092896,0.9042969942092896,0.800000011920929,512,512,784
LITS_test-volume-55_0000.nii.gz,0.7285159826278687,0.7285159826278687,0.800000011920929,512,512,715
LITS_test-volume-56_0000.nii.gz,0.765625,0.765625,1.0,512,512,627
LITS_test-volume-57_0000.nii.gz,0.8945310115814209,0.8945310115814209,0.800000011920929,512,512,629
LITS_test-volume-58_0000.nii.gz,0.81640625,0.81640625,1.5,512,512,309
LITS_test-volume-59_0000.nii.gz,0.8537979125976562,3.0,0.8537979125976562,512,79,512
LITS_test-volume-5_0000.nii.gz,0.7578120231628418,0.7578120231628418,2.5,512,512,217
LITS_test-volume-60_0000.nii.gz,0.8671879768371582,0.8671879768371582,0.800000011920929,512,512,818
LITS_test-volume-61_0000.nii.gz,0.9765620231628418,0.9765620231628418,0.800000011920929,512,512,839
LITS_test-volume-62_0000.nii.gz,0.9765625,0.9765625,6.0,512,512,300
LITS_test-volume-63_0000.nii.gz,0.7265625,0.7265625,1.0,512,512,469
LITS_test-volume-64_0000.nii.gz,0.8398439884185791,0.8398439884185791,0.800000011920929,512,512,741
LITS_test-volume-65_0000.nii.gz,0.75390625,0.75390625,1.5,512,512,321
LITS_test-volume-66_0000.nii.gz,0.791015625,0.791015625,1.5,512,512,314
LITS_test-volume-67_0000.nii.gz,0.7734375,0.7734375,1.5,512,512,323
LITS_test-volume-68_0000.nii.gz,0.798828125,0.798828125,1.5,512,512,335
LITS_test-volume-69_0000.nii.gz,0.755859375,0.755859375,0.7999879717826843,512,512,537
LITS_test-volume-6_0000.nii.gz,0.6914060115814209,0.6914060115814209,2.5,512,512,176
LITS_test-volume-7_0000.nii.gz,0.6171879768371582,0.6171879768371582,5.0,512,512,84
LITS_test-volume-8_0000.nii.gz,0.7695310115814209,0.7695310115814209,4.0,512,512,120
LITS_test-volume-9_0000.nii.gz,0.7675780057907104,0.7675780057907104,2.5,512,512,186
LITS_volume-0_0000.nii.gz,0.703125,0.703125,5.0,512,512,75
LITS_volume-100_0000.nii.gz,0.69921875,0.69921875,0.6999999284744263,512,512,685
LITS_volume-101_0000.nii.gz,0.705078125,0.705078125,0.699999988079071,512,512,683
LITS_volume-102_0000.nii.gz,0.716796875,0.716796875,0.6999852061271667,512,512,677
LITS_volume-103_0000.nii.gz,0.85546875,0.85546875,0.699999988079071,512,512,683
LITS_volume-104_0000.nii.gz,0.781000018119812,0.781000018119812,0.800000011920929,512,512,781
LITS_volume-105_0000.nii.gz,0.84375,0.84375,0.699999988079071,512,512,986
LITS_volume-106_0000.nii.gz,0.7289999723434448,0.7289999723434448,0.800000011920929,512,512,771
LITS_volume-107_0000.nii.gz,0.7820000052452087,0.7820000052452087,0.800000011920929,512,512,771
LITS_volume-108_0000.nii.gz,0.7289999723434448,0.7289999723434448,0.800000011920929,512,512,856
LITS_volume-109_0000.nii.gz,0.7630000114440918,0.7630000114440918,0.800000011920929,512,512,756
LITS_volume-10_0000.nii.gz,0.76953125,0.76953125,1.0,512,512,501
LITS_volume-110_0000.nii.gz,0.7200000286102295,0.7200000286102295,0.800000011920929,512,512,816
LITS_volume-111_0000.nii.gz,0.7820000052452087,0.7820000052452087,0.800000011920929,512,512,761
LITS_volume-112_0000.nii.gz,0.6399999856948853,0.6399999856948853,0.800000011920929,512,512,751
LITS_volume-113_0000.nii.gz,0.781000018119812,0.781000018119812,0.800000011920929,512,512,836
LITS_volume-114_0000.nii.gz,0.7820000052452087,0.7820000052452087,0.800000011920929,512,512,846
LITS_volume-115_0000.nii.gz,0.7559999823570251,0.7559999823570251,0.800000011920929,512,512,846
LITS_volume-116_0000.nii.gz,0.7890625,0.7890625,0.699999988079071,512,512,908
LITS_volume-117_0000.nii.gz,0.6800000071525574,0.6800000071525574,0.800000011920929,512,512,836
LITS_volume-118_0000.nii.gz,0.744140625,0.744140625,1.5,512,512,427
LITS_volume-119_0000.nii.gz,0.84375,0.84375,1.5,512,512,461
LITS_volume-11_0000.nii.gz,0.671875,0.671875,1.0,512,512,466
LITS_volume-120_0000.nii.gz,0.744140625,0.744140625,1.5,512,512,424
LITS_volume-121_0000.nii.gz,0.794921875,0.794921875,1.5,512,512,463
LITS_volume-122_0000.nii.gz,0.689453125,0.689453125,1.5,512,512,422
LITS_volume-123_0000.nii.gz,0.748046875,0.748046875,1.5,512,512,432
LITS_volume-124_0000.nii.gz,0.69921875,0.69921875,1.5,512,512,407
LITS_volume-125_0000.nii.gz,0.712890625,0.712890625,1.5,512,512,410
LITS_volume-126_0000.nii.gz,0.6640625,0.6640625,1.5,512,512,401
LITS_volume-127_0000.nii.gz,0.771484375,0.771484375,0.699999988079071,512,512,987
LITS_volume-128_0000.nii.gz,0.78125,0.78125,0.699999988079071,512,512,654
LITS_volume-129_0000.nii.gz,0.705078125,0.705078125,0.699999988079071,512,512,338
LITS_volume-12_0000.nii.gz,0.654296875,0.654296875,1.0,512,512,455
LITS_volume-130_0000.nii.gz,0.68359375,0.68359375,0.699999988079071,512,512,624
LITS_volume-13_0000.nii.gz,0.84765625,0.84765625,1.0,512,512,605
LITS_volume-14_0000.nii.gz,0.685546875,0.685546875,1.0,512,512,588
LITS_volume-15_0000.nii.gz,0.654296875,0.654296875,1.0,512,512,565
LITS_volume-16_0000.nii.gz,0.703125,0.703125,0.800000011920929,512,512,689
LITS_volume-17_0000.nii.gz,0.7441409826278687,0.7441409826278687,0.800000011920929,512,512,826
LITS_volume-18_0000.nii.gz,0.921875,0.921875,0.800000011920929,512,512,845
LITS_volume-19_0000.nii.gz,0.751953125,0.751953125,0.7999879717826843,512,512,547
LITS_volume-1_0000.nii.gz,0.6757810115814209,0.6757810115814209,5.0,512,512,123
LITS_volume-20_0000.nii.gz,0.802734375,0.802734375,0.7999879717826843,512,512,574
LITS_volume-21_0000.nii.gz,0.767578125,0.767578125,1.0,512,512,437
LITS_volume-22_0000.nii.gz,0.9765620231628418,0.9765620231628418,3.269999980926514,512,512,247
LITS_volume-23_0000.nii.gz,0.66015625,0.66015625,1.200000047683716,512,512,391
LITS_volume-24_0000.nii.gz,0.669921875,0.669921875,1.5,512,512,276
LITS_volume-25_0000.nii.gz,0.767578125,0.767578125,0.699999988079071,512,512,601
LITS_volume-26_0000.nii.gz,0.86328125,0.86328125,0.699999988079071,512,512,668
LITS_volume-27_0000.nii.gz,0.73828125,0.73828125,0.699999988079071,512,512,861
LITS_volume-28_0000.nii.gz,1.0,1.0,1.0,512,512,129
LITS_volume-29_0000.nii.gz,1.0,1.0,1.0,512,512,172
LITS_volume-2_0000.nii.gz,0.775390625,0.775390625,1.0,512,512,517
LITS_volume-30_0000.nii.gz,1.0,1.0,1.0,512,512,200
LITS_volume-31_0000.nii.gz,1.0,1.0,1.0,512,512,91
LITS_volume-32_0000.nii.gz,1.0,1.0,1.0,512,512,139
LITS_volume-33_0000.nii.gz,1.0,1.0,1.0,512,512,135
LITS_volume-34_0000.nii.gz,1.0,1.0,1.0,512,512,151
LITS_volume-35_0000.nii.gz,1.0,1.0,1.0,512,512,124
LITS_volume-36_0000.nii.gz,1.0,1.0,1.0,512,512,111
LITS_volume-37_0000.nii.gz,1.0,1.0,1.0,512,512,122
LITS_volume-38_0000.nii.gz,1.0,1.0,1.0,512,512,132
LITS_volume-39_0000.nii.gz,1.0,1.0,1.0,512,512,260
LITS_volume-3_0000.nii.gz,0.693359375,0.693359375,1.0,512,512,534
LITS_volume-40_0000.nii.gz,1.0,1.0,1.0,512,512,122
LITS_volume-41_0000.nii.gz,1.0,1.0,1.0,512,512,113
LITS_volume-42_0000.nii.gz,1.0,1.0,1.0,512,512,125
LITS_volume-43_0000.nii.gz,1.0,1.0,1.0,512,512,155
LITS_volume-44_0000.nii.gz,1.0,1.0,1.0,512,512,119
LITS_volume-45_0000.nii.gz,1.0,1.0,1.0,512,512,74
LITS_volume-46_0000.nii.gz,1.0,1.0,1.0,512,512,124
LITS_volume-47_0000.nii.gz,1.0,1.0,1.0,512,512,225
LITS_volume-48_0000.nii.gz,0.9765620231628418,0.9765620231628418,2.5,512,512,244
LITS_volume-49_0000.nii.gz,0.955078125,0.955078125,2.5,512,512,254
LITS_volume-4_0000.nii.gz,0.9023439884185791,0.9023439884185791,0.800000011920929,512,512,841
LITS_volume-50_0000.nii.gz,0.90625,0.90625,2.5,512,512,240
LITS_volume-51_0000.nii.gz,0.90234375,0.90234375,3.0,512,512,227
LITS_volume-52_0000.nii.gz,0.8359379768371582,0.8359379768371582,2.5,512,512,237
LITS_volume-53_0000.nii.gz,0.8500000238418579,0.8500000238418579,4.0,512,512,105
LITS_volume-54_0000.nii.gz,0.828125,0.828125,5.0,512,512,96
LITS_volume-55_0000.nii.gz,0.6660159826278687,0.6660159826278687,2.5,512,512,192
LITS_volume-56_0000.nii.gz,0.8027340173721313,0.8027340173721313,2.0,512,512,239
LITS_volume-57_0000.nii.gz,0.703125,0.703125,1.25,512,512,366
LITS_volume-58_0000.nii.gz,0.6835939884185791,0.6835939884185791,2.0,512,512,212
LITS_volume-59_0000.nii.gz,0.6835939884185791,0.6835939884185791,2.0,512,512,216
LITS_volume-5_0000.nii.gz,0.96875,0.96875,0.7999879717826843,512,512,537
LITS_volume-60_0000.nii.gz,0.7988280057907104,0.7988280057907104,2.0,512,512,244
LITS_volume-61_0000.nii.gz,0.7578120231628418,0.7578120231628418,2.5,512,512,193
LITS_volume-62_0000.nii.gz,0.6445310115814209,0.6445310115814209,2.0,512,512,188
LITS_volume-63_0000.nii.gz,0.7402340173721313,0.7402340173721313,5.0,512,512,104
LITS_volume-64_0000.nii.gz,0.7773439884185791,0.7773439884185791,2.0,512,512,230
LITS_volume-65_0000.nii.gz,0.625,0.625,0.7989500164985657,512,512,513
LITS_volume-66_0000.nii.gz,0.7128909826278687,0.7128909826278687,5.0,512,512,86
LITS_volume-67_0000.nii.gz,0.7109379768371582,0.7109379768371582,2.5,512,512,165
LITS_volume-68_0000.nii.gz,0.6660159826278687,0.6660159826278687,2.49993896484375,512,512,266
LITS_volume-69_0000.nii.gz,0.75390625,0.75390625,2.0,512,512,245
LITS_volume-6_0000.nii.gz,0.873046875,0.873046875,1.0,512,512,518
LITS_volume-70_0000.nii.gz,0.5976560115814209,0.5976560115814209,1.25,512,512,333
LITS_volume-71_0000.nii.gz,0.556640625,0.556640625,5.0,512,512,94
LITS_volume-72_0000.nii.gz,0.6777340173721313,0.6777340173721313,2.5,512,512,93
LITS_volume-73_0000.nii.gz,0.951171875,0.951171875,4.0,512,512,121
LITS_volume-74_0000.nii.gz,0.8261719942092896,0.8261719942092896,5.0,512,512,107
LITS_volume-75_0000.nii.gz,0.7578125,0.7578125,5.0,512,512,89
LITS_volume-76_0000.nii.gz,0.7421879768371582,0.7421879768371582,2.5,512,512,168
LITS_volume-77_0000.nii.gz,0.781000018119812,0.781000018119812,5.0,512,512,94
LITS_volume-78_0000.nii.gz,0.7851560115814209,0.7851560115814209,2.5,512,512,198
LITS_volume-79_0000.nii.gz,0.796875,0.796875,3.0,512,512,147
LITS_volume-7_0000.nii.gz,0.748046875,0.748046875,1.0,512,512,541
LITS_volume-80_0000.nii.gz,0.68359375,0.68359375,2.0,512,512,217
LITS_volume-81_0000.nii.gz,0.703125,0.703125,1.25,512,512,343
LITS_volume-82_0000.nii.gz,0.625,0.625,0.8009999990463257,512,512,519
LITS_volume-83_0000.nii.gz,0.7421875,0.7421875,0.699999988079071,512,512,871
LITS_volume-84_0000.nii.gz,0.7578125,0.7578125,0.699999988079071,512,512,733
LITS_volume-85_0000.nii.gz,0.64453125,0.64453125,0.7000000476837158,512,512,630
LITS_volume-86_0000.nii.gz,0.68359375,0.68359375,0.699999988079071,512,512,647
LITS_volume-87_0000.nii.gz,0.8539999723434448,0.8539999723434448,0.800000011920929,512,512,896
LITS_volume-88_0000.nii.gz,0.7559999823570251,0.7559999823570251,0.800000011920929,512,512,811
LITS_volume-89_0000.nii.gz,0.6370000243186951,0.6370000243186951,0.800000011920929,512,512,766
LITS_volume-8_0000.nii.gz,0.84765625,0.84765625,1.0,512,512,541
LITS_volume-90_0000.nii.gz,0.781000018119812,0.781000018119812,0.800000011920929,512,512,751
LITS_volume-91_0000.nii.gz,0.8579999804496765,0.8579999804496765,0.800000011920929,512,512,751
LITS_volume-92_0000.nii.gz,0.6710000038146973,0.6710000038146973,0.800000011920929,512,512,836
LITS_volume-93_0000.nii.gz,0.6620000004768372,0.6620000004768372,0.800000011920929,512,512,696
LITS_volume-94_0000.nii.gz,0.837890625,0.837890625,0.699999988079071,512,512,917
LITS_volume-95_0000.nii.gz,0.7379999756813049,0.7379999756813049,0.800000011920929,512,512,841
LITS_volume-96_0000.nii.gz,0.74609375,0.74609375,0.699999988079071,512,512,722
LITS_volume-97_0000.nii.gz,0.72265625,0.72265625,0.699999988079071,512,512,671
LITS_volume-98_0000.nii.gz,0.734375,0.734375,0.699999988079071,512,512,645
LITS_volume-99_0000.nii.gz,0.78125,0.78125,0.699984073638916,512,512,629
LITS_volume-9_0000.nii.gz,0.8203125,0.8203125,1.0,512,512,549
Average,0.7776310574356003,0.7883086797609851,1.817082676128368,512,510,426