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To enhance the value of TCIA collections we encourage the research community to publish their analyses of existing TCIA image collections. Examples of this kind of data includes radiologist or pathologist annotations, image classifications, segmentations, radiomics features, or derived/reprocessed images.  Similar to submitting new image collections, these data are reviewed by the TCIA Advisory Group for relevance and curated using our normal processes to assure data are de-identified.  However, TCIA does not certify the quality of the analyses themselves (e.g. accuracy of segmentation on a given scan).  Researchers should always carefully review the data and any related publications before deciding whether these analyses could be useful in their work.

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CollectionCancer TypesLocationsSubjectsRelated CollectionsSupporting DataUpdated
AHEP0731-Tumor-AnnotationsHepatoblastomaLiver80AHEP0731Tumor segmentations, Seed points2024/01/05
ARAR0331-Tumor-AnnotationsNasopharyngealHead108ARAR0331Tumor segmentations, Seed points2023/11/14
A091105-Tumor-AnnotationsNon-CancerVarious83A091105Tumor segmentations, Seed points2023/11/13
ACRIN 6685-Tumor-AnnotationsHead and Neck Squamous Cell CarcinomaHead-Neck258ACRIN-HNSCC-FDG-PET-CTTumor segmentations, Seed points2023/11/13
SAROSAdenocarcinoma, Breast, Corpus Endometrial Carcinoma, COVID-19(non-cancer), Cutaneous Melanoma, Ductal Adenocarcinoma, Head and Neck Carcinomas, Head and Neck Squamous Cell Carcinoma, Healthy Controls (non-cancer), Kidney Cancer, Liver Hepatocellular Carcinoma, Lung Adenocarcinoma, Lung Cancer, Lung Squamous Cell Carcinoma, Melanoma, Non-small Cell Lung Cancer, Soft-tissue Sarcoma, Squamous Cell Carcinoma, Stomach Adenocarcinoma, Uterine Corpus Endometrial CarcinomaBreast, Chest, Extremities, Head-Neck, Kidney, Liver, Lung, Pancreas, Skin, Stomach, Uterus882ACRIN-NSCLC-FDG-PET, CPTAC-LSCC, SOFT-TISSUE-SARCOMA, NSCLC-RADIOGENOMICS, LUNG-PET-CT-DX, NSCLC-RADIOMICS, LIDC-IDRI, TCGA-LUAD, TCGA-STAD, ANTI-PD-1_MELANOMA, TCGA-UCEC, CPTAC-CM, TCGA-LUSC, ACRIN-FLT-BREAST, ANTI-PD-1_LUNG, HNSCC, QIN-HEADNECK, CPTAC-LUAD, C4KC-KITS, HEAD-NECK-CETUXIMAB, TCGA-LIHC, CPTAC-PDA, NSCLC-RADIOMICS-GENOMICS, ACRIN-HNSCC-FDG-PET-CT, PANCREAS-CT, TCGA-HNSC, COVID-19-NY-SBUSegmentations2023/09/28
RSNA-ASNR-MICCAI-BraTS-2021GliomaBrain1,480TCGA-LGG, UPENN-GBM, TCGA-GBM, IVYGAP, UCSF-PDGM, ACRIN-FMISO-BRAIN, CPTAC-GBMTumor segmentations2023/08/25
AREN0532-Tumor-AnnotationsWilms TumorKidney543AREN0532Tumor segmentations, Seed points2023/08/09
ACNS0332-Tumor-AnnotationsMedulloblastomaHead85ACNS0332Tumor segmentations, Seed points2023/08/03
CPTAC-CCRCC-Tumor-AnnotationsClear Cell CarcinomaKidney60CPTAC-CCRCCTumor segmentations, Seed points2023/07/24
CPTAC-HNSCC-Tumor-AnnotationsHead and Neck Squamous Cell CarcinomaHead-Neck101CPTAC-HNSCCTumor segmentations, Seed points2023/07/24
CPTAC-PDA-Tumor-AnnotationsDuctal AdenocarcinomaPancreas103CPTAC-PDATumor segmentations, Seed points2023/07/24
CPTAC-UCEC-Tumor-AnnotationsCorpus Endometrial CarcinomaUterus72CPTAC-UCECTumor segmentations, Seed points2023/07/24
QIBA-VolCT-1BLungLung40RIDER-PILOT, RIDER-LUNG-CTTumor segmentations, image features2023/05/24
IvyGAP-RadiomicsGlioblastomaBrain37IVYGAPTumor segmentations, radiomic features2023/04/23
CALGB50303-Tumor-AnnotationsLymphomaVarious155CALGB50303Tumor segmentations, Seed points2023/03/30
AHOD0831-Tumor-AnnotationsHodgkin LymphomaVarious165AHOD0831Tumor segmentations, Seed points2023/02/10
AREN0534-Tumor-AnnotationsWilms TumorKidney239AREN0534Tumor segmentations, Seed points2023/02/08
AREN0533-Tumor-AnnotationsWilms TumorKidney294AREN0533Tumor segmentations, Seed points2023/01/31
Oropharyngeal-Radiomics-OutcomesOropharyngealHead-Neck412HNSCCClinical, radiomic features2022/08/02
ISPY1-Tumor-SEG-RadiomicsBreastBreast163ISPY1Tumor segmentations, radiomic features2022/06/01
RIDER-LungCT-SegLungChest31RIDER-LUNG-CTTumor segmentations2021/10/28
PROSTATEx-Seg-ZonesProstateProstate98PROSTATEXOrgan segmentations2020/11/25
TCGA-GBM-QI-RadiogenomicsGlioblastomaBrain55TCGA-GBMTumor segmentations2020/10/07
PROSTATEx-Seg-HiResProstateProstate66PROSTATEXOrgan segmentations2020/09/18
PleThoraLungLung402NSCLC-RADIOMICSThoracic segmentations, pleural effusion segmentations, image features2020/07/28
MRQy-Quality-MeasuresGlioblastoma, Cervical Squamous Cell Carcinoma, Endocervical AdenocarcinomaBrain, Cervix233CPTAC-GBM, TCGA-CESC, TCGA-GBMImage quality assessment measures, Software/Source Code2020/07/16
Radiomic-Feature-StandardsLungChest13DRO-TOOLKIT, LIDC-IDRIMulti-center comparison of radiomic features.2020/06/09
DICOM-SR-Breast-ClinicalBreast CancerBreast474BREAST-MRI-NACT-PILOT, BREAST-DIAGNOSIS, ISPY1, TCGA-BRCADICOM SR descriptions of patient characteristics, histopathology, receptor status and clinical findings including measurements.2020/05/26
DICOM-Glioma-SEGGlioblastoma, Low Grade GliomaBrain167TCGA-LGG, TCGA-GBMTumor segmentations2020/04/30
TCGA-OV-ProteogenomicsOvarianOvary20TCGA-OVRadiologist assessments of image features, proteogenomic features2020/04/06
DICOM-LIDC-IDRI-NodulesLungChest875LIDC-IDRITumor segmentations, image features, Software/Source Code2020/03/26
Radiomics-Tumor-PhenotypesLung Cancer, Head and Neck CancerLung, Head-Neck1,019NSCLC-RADIOMICS-INTEROBSERVER1, NSCLC-RADIOMICS-GENOMICS, HEAD-NECK-RADIOMICS-HN1, NSCLC-RADIOMICS2020/03/23
Pan-Cancer-Nuclei-SegBladder Urothelial Carcinoma, Breast Invasive Carcinoma, Cervical Squamous Cell Carcinoma, Endocervical Adenocarcinoma, Glioblastoma Multiforme, Lung Adenocarcinoma, Lung Squamous Cell Carcinoma, Pancreatic adenocarcinoma, Prostate Adenocarcinoma, Skin Cutaneous Melanoma, Uterine Corpus Endometrial Carcinoma, Colon adenocarcinoma, Rectal Adenocarcinoma, Stomach Adenocarcinoma, Uveal MelanomaBladder, Brain, Breast, Colon, Eye, Lung, Pancreas, Prostate, Rectum, Stomach, Uterus, EndometriumTCGA-CESC, TCGA-BLCA, TCGA-LUAD, TCGA-COAD, TCGA-STAD, TCGA-GBM, TCGA-BRCA, TCGA-PRAD, TCGA-UCEC, TCGA-LUSC, TCGA-READNuclei segmentations2020/02/08
Head-Neck-CT-AtlasHead and Neck Squamous Cell CarcinomaHead-Neck215HNSCCRadiation Therapy Structures2019/07/11
DI-Cubed-ReportsBreast, GlioblastomaBreast, Brain516BREAST-DIAGNOSIS, ISPY1, IVYGAP, TCGA-BRCA, BREAST-MRI-NACT-PILOTStandardized (SDTM format) conversions of clinical and image analysis data2019/06/21
Crowds-Cure-2018Bladder Endothelial Carcinoma, Colon adenocarcinoma, Glioblastoma Multiforme, Head and Neck Squamous Cell Carcinoma, Lung Squamous Cell Carcinoma, Melanoma, Non-small Cell Lung Cancer, Pancreatic Ductal Adenocarcinoma, Renal Clear Cell Carcinoma, Uterine Corpus Endometrial CarcinomaBladder, Brain, Colon, Head-Neck, Kidney, Lung, Pancreas, Skin, Uterine corpus324CPTAC-GBM, CPTAC-CCRCC, TCGA-BLCA, CPTAC-PDA, TCGA-COAD, NSCLC-RADIOGENOMICS, ANTI-PD-1_MELANOMA, TCGA-HNSC, TCGA-UCEC, CPTAC-HNSCC, TCGA-LUSC, ANTI-PD-1_LUNG, CPTAC-UCECLesion measurements2019/05/30
QIN-LungCT-SegLungChest31LIDC-IDRI, RIDER-LUNG-CT, QIN-LUNG-CT, LUNG-PHANTOMTumor segmentations2018/12/18
TIL-WSI-TCGABladder Urothelial Carcinoma, Breast Invasive Carcinoma, Cervical Squamous Cell Carcinoma, Endocervical Adenocarcinoma, Colon adenocarcinoma, Lung Adenocarcinoma, Lung Squamous Cell Carcinoma, Pancreatic adenocarcinoma, Prostate Adenocarcinoma, Rectum Adenocarcinoma, Skin Cutaneous Melanoma, Stomach Adenocarcinoma, Uterine Corpus Endometrial Carcinoma, Uveal MelanomaBladder, Breast, Pelvic Cervix, Chest, Colon, Eye, Lung, Pancreas, Prostate, Rectum, Skin, Stomach, Uterus4,759TCGA-CESC, TCGA-LUADDeep learning based computational stain for staining tumor-infiltrating lymphocytes (TILs), Software/Source Code2018/12/17
TCGA-Breast-RadiogenomicsBreastBreast84TCGA-BRCARadiologist assessments of image features, Tumor segmentations, radiomic features, multi-gene assays2018/09/04
Crowds-Cure-2017Lung Adenocarcinoma, Renal Clear Cell, Liver, OvarianChest, Kidney, Liver, Ovary352TCGA-KIRC, TCGA-LIHC, TCGA-OV, TCGA-LUADLesion measurements2018/05/17
LUAD-CT-SurvivalLung AdenocarcinomaChest40LUNGCT-DIAGNOSIS, QIN-LUNG-CTTumor segmentations, radiomic image features2017/08/11
BraTS-TCGA-GBMGlioblastomaBrain135TCGA-GBMTumor segmentations, radiomic image features2017/07/17
BraTS-TCGA-LGGLow Grade GliomaBrain108TCGA-LGGTumor segmentations, radiomic image features2017/07/17
TCGA-LGG-MaskLow Grade GliomaBrain188TCGA-LGGRadiologist assessments of image features, Tumor segmentations2017/03/17
Image-Compression-Simulation37TCGA-GBM, TCGA-BRCA, CT COLONOGRAPHY, LIDC-IDRI2016/12/08
TCGA-OV-RadiogenomicsHigh grade serous ovarian cancerOvary93TCGA-OVRadiologist assessments of image features, genomic subtypes2016/08/02
ISBI-MR-Prostate-2013ProstateProstate80PROSTATE-DIAGNOSIS, PROSTATE-3TProstate structure segmentations2015/08/20
Spatial-Features-MRI-GBMTCGA-GBM2015/08/20
TCGA-KIRC-RadiogenomicsRenal Clear Cell CarcinomaKidney103TCGA-KIRCRadiologist assessments of image features2015/05/28
Pulmonary-Nodules-SegmentationLIDC-IDRI2015/02/24
Glioblastoma-Genomic-MappingTCGA-GBM2014/12/11
LuminalB-Breast-MR-EnhancementTCGA-BRCA2014/11/12
TCGA-GBM-RadiogenomicsGlioblastomaBrain75TCGA-GBMRadiologist assessments of image features2014/11/12
GBM-MR-NER-OutcomesGlioblastomaBrain45TCGA-GBM2014/07/24
NSCLC Radiogenomics-StanfordNSCLC-RADIOGENOMICS2013/03/01