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Datasets

Name Entries Body region License Modality Prep data size Raw data size Task Link
AMOS 2465 Abdomen CC BY 4.0 CT, MRI 89,5G 23G Supervised multi-modality abdominal multi-organ segmentation Source
BIMCVCovid19 16335 Chest CC BY 4.0 CT 859G 859G Segmentation Source
BraTS2021 5880 Head CC BY-NC-SA 4.0 MRI T1, MRI T1Gd, MRI T2, MRI T2-FLAIR 8,96G 15G Segmentation, Classification, Domain Adaptation Source
CC359 359 Head CC BY-ND 4.0 MRI T1 14,66G 4,1G Segmentation Source
CLDetection2023 400 Head CC BY-NC 4.0 X-ray 1.8G 1.5G Keypoint detection Source
CRLM 197 Abdomen CC BY 4.0 CT, SEG 11G 11G Segmentation, Classification Source
CT_ICH 75 Head PhysioNet Restricted Health Data License 1.5.0 CT 661M 2,8G Intracranial hemorrhage segmentation Source
CrossMoDA 484 Head CC BY-NC-SA 4.0 MRI T1c, MRI T2hr 8,96G 17G Segmentation, Classification, Domain Adaptation Source
DeepLesion 20094 Abdomen, Thorax DeepLesion data license CT 259G 259G Localisation, Detection, Classification Source
EGD 3096 Head EGD data license FLAIR, MRI T1, MRI T1GD, MRI T2 107,49G 40G Segmentation Source
FLARE2022 2100 Abdomen CT 347G 247G Semi-supervised abdominal organ segmentation Source
HCP 1113 Head CC BY-NC-ND 4.0 MRI 125G 125G Segmentation Source
KiTS23 489 thorax CT 50G 12G Kidney Tumor Segmentation Source
LIDC 1018 Chest CC BY 3.0 CT 71,2G 126G Lung nodules segmentation Source
LiTS 201 Abdominal CC BY-NC-ND 4.0 CT 24,7G 35G Segmentation Source
LiverMedseg 50 Chest, Abdomen CC BY-SA 4.0 CT 1,88G 616M Segmentation Source
MIDRC 155 Thorax CC BY-NC 4.0 CT 7,9G 12G COVID-19 Segmentation Source
MOOD 1358 Head, Abdominal MRI, CT 405G 120G Out-of-distribution detection Source
MSD 2628 Chest, Abdominal, Head CC BY-SA 4.0 CT, CE CT, MRI, MRI FLAIR, MRI T1w, MRI t1gd, MRI T2w, MRI T2, MRI ADC 97.8G Image segmentation Source
MSLUB 70 Head CC BY 3.0 MRI 18G 5.9G Anomaly segmentation Source
Medseg9 9 Chest CC0 1.0 CT 300M 310M COVID-19 segmentation Source
MoscowCancer500 979 Thorax CT 103G 187G Lung Cancer Detection Source
MoscowCovid1110 1110 Thorax CT 21G COVID-19 Segmentation Source
NLST 4931 Thorax CC BY 3.0 CT Source
NSCLC 422 Thorax CC BY 3.0 CT 13G 34G Tumor Segmentation Source
RSNABreastCancer 54710 Thorax Non-Commercial Use MG 294G 271G Breast cancer classification Source
RibFrac 660 Chest CC BY-NC 4.0 CT 77.8 G Segmentation Source
StanfordCoCa 971 Coronary, Chest Stanford University Dataset Research Use Agreement CT 28G Coronary Calcium Segmentation Source
TBAD 100 Chest CC BY-NC 4.0 CT 14G 14G Aortic dissection segmentation Source
Totalsegmentator 1204 Head, Thorax, Abdomen, Pelvis, Legs CC BY 4.0 CT 35G 35G Supervised anatomical structures segmentation Source
UPENN_GBM 671 Head CC BY 4.0 FLAIR, MRI T1, MRI T1GD, MRI T2, DSC MRI, DTI MRI 70G 69G Segmentation Source
VSSEG 484 Head CC BY 4.0 MRI T1c, MRI T2 14,42G 27G Segmentation Source
VerSe 374 Thorax, Abdomen CC BY-SA 4.0 CT 97G Vertebrae Segmentation Source