Skip to main content

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.

There are two distinct search mechanisms that can be used to find datasets of interest.  The free text search bar functions just like a regular search engine and will return all dataset homepages that contain your query terms.  Alternatively, you can browse the table of datasets below and use the filter box to refine the results.

Filter: Use keywords in the filter box above the table to quickly find analysis results.
Sort: Click any of the column headers to change the sorting method.

TitlePrimary DiagnosisPrimary SiteSubjectsSpeciesData CategoriesData TypesExternal ResourcesLicensesUpdated
TOMPEI-CMMDBreast CancerBreast1,363HumanImage Annotations, Clinical DataSegmentation, Classification, Demographic, Diagnosis, Pathology DetailSegmentations, ClinicalCC BY 4.02025/01/24
S0819-Tumor-AnnotationsLung CancerLung1,297HumanRadiology Images, Image AnnotationsRTSTRUCT, Measurement, ClassificationNCTN/NCORP Data Archive License (Without Collaborative Agreement) and CC BY 4.02024/11/09
CPTAC-Glioblastoma-CODEXGlioblastoma, AstrocytomaBrain12HumanPathology Images, Clinical DataCODEX images, Whole Slide Image, Pathology Detail, Follow-UpClinicalCC BY 4.02024/07/23
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, Uterus882HumanImage Annotations, OtherSegmentation, Radiomic FeatureSegmentationsCC BY 4.02024/03/07
AHEP0731-Tumor-AnnotationsHepatoblastomaLiver80HumanRadiology Images, Image AnnotationsRTSTRUCT, Classification, MeasurementNCTN/NCORP Data Archive License (Without Collaborative Agreement) and CC BY 4.02024/01/05
ARAR0331-Tumor-AnnotationsNasopharyngealHead108HumanRadiology Images, Image AnnotationsRTSTRUCT, Classification, MeasurementNCTN/NCORP Data Archive License (Without Collaborative Agreement) and CC BY 4.02023/11/14
A091105-Tumor-AnnotationsNon-CancerVarious83HumanRadiology Images, Image AnnotationsRTSTRUCT, Measurement, ClassificationNCTN/NCORP Data Archive License (With Collaborative Agreement) and CC BY 4.02023/11/13
ACRIN 6685-Tumor-AnnotationsHead and Neck Squamous Cell CarcinomaHead-Neck258HumanRadiology Images, Image AnnotationsRTSTRUCT, Classification, MeasurementTumor segmentations, Seed pointsTCIA Restricted and CC BY 4.02023/11/13
RSNA-ASNR-MICCAI-BraTS-2021GliomaBrain1,480Radiology Images, OtherSegmentation, MR, OtherTumor segmentationsCC BY 4.02023/08/25
AREN0532-Tumor-AnnotationsWilms TumorKidney543HumanRadiology Images, Image AnnotationsRTSTRUCT, ClassificationNCTN/NCORP Data Archive License (Without Collaborative Agreement) and CC BY 4.02023/08/09
ACNS0332-Tumor-AnnotationsMedulloblastomaHead85HumanRadiology Images, Image AnnotationsSEG, RTSTRUCT, Segmentation, MeasurementNCTN/NCORP Data Archive License (Without Collaborative Agreement) and CC BY 4.02023/08/03
CPTAC-CCRCC-Tumor-AnnotationsClear Cell CarcinomaKidney60HumanRadiology Images, Image AnnotationsRTSTRUCT, Classification, MeasurementCC BY 4.02023/07/24
CPTAC-HNSCC-Tumor-AnnotationsHead and Neck Squamous Cell CarcinomaHead-Neck101HumanRadiology Images, Image AnnotationsRTSTRUCT, Classification, MeasurementTCIA Restricted and CC BY 4.02023/07/24
CPTAC-PDA-Tumor-AnnotationsDuctal AdenocarcinomaPancreas103HumanRadiology Images, Image AnnotationsRTSTRUCT, Classification, MeasurementCC BY 4.02023/07/24
CPTAC-UCEC-Tumor-AnnotationsCorpus Endometrial CarcinomaUterus72HumanRadiology Images, Image AnnotationsRTSTRUCT, Classification, MeasurementCC BY 4.02023/07/24
QIBA-VolCT-1BLungLung40Radiology ImagesPR, SR, SEGTumor segmentations, image featuresCC BY 4.02023/05/24
IvyGAP-RadiomicsGlioblastomaBrain37HumanRadiology Images, Radiology Images, Clinical Data, Image AnnotationsMR, Segmentation, Demographic, Molecular Test, Diagnosis, Follow-Up, Radiomic FeatureTumor segmentations, radiomic featuresCC BY 3.02023/04/23
CALGB50303-Tumor-AnnotationsLymphomaVarious155HumanRadiology Images, Image AnnotationsRTSTRUCT, Classification, MeasurementNCTN/NCORP Data Archive License (Without Collaborative Agreement) and CC BY 4.02023/03/30
AHOD0831-Tumor-AnnotationsHodgkin LymphomaVarious165HumanRadiology Images, Image AnnotationsRTSTRUCT, ClassificationNCTN/NCORP Data Archive License (Without Collaborative Agreement) and CC BY 4.02023/02/10
AREN0534-Tumor-AnnotationsWilms TumorKidney239HumanRadiology Images, Image AnnotationsRTSTRUCT, ClassificationNCTN/NCORP Data Archive License (Without Collaborative Agreement) and CC BY 4.02023/02/08
AREN0533-Tumor-AnnotationsWilms TumorKidney294HumanRadiology Images, Image AnnotationsRTSTRUCT, Classification, MeasurementNCTN/NCORP Data Archive License (Without Collaborative Agreement) and CC BY 4.02023/01/31
Oropharyngeal-Radiomics-OutcomesOropharyngeal CancerHead-Neck412HumanRadiology Images, Clinical DataCT, RTSTRUCT, Treatment, Follow-Up, Diagnosis, Demographic, ExposureClinical, radiomic featuresTCIA Restricted and CC BY 4.02022/08/02
ISPY1-Tumor-SEG-RadiomicsBreastBreast163HumanRadiology Images, Image Annotations, Other, OtherMR, Segmentation, Radiomic Feature, OtherTumor segmentations, radiomic featuresCC BY 3.02022/06/01
RIDER-LungCT-SegLungChest31HumanRadiology ImagesRTSTRUCT, SEGTumor segmentationsCC BY 3.02021/10/28
PROSTATEx-Seg-ZonesProstateProstate98HumanRadiology ImagesSEGOrgan segmentationsCC BY 3.02020/11/25
TCGA-GBM-QI-RadiogenomicsGlioblastomaBrain55HumanOther, Image AnnotationsSegmentation, ClassificationTumor segmentationsCC BY 3.02020/10/07
PROSTATEx-Seg-HiResProstateProstate66HumanRadiology ImagesSEGOrgan segmentationsCC BY 3.02020/09/18
PleThoraLungLung402HumanImage Annotations, Image Annotations, Image Annotations, Other, Other, OtherSegmentation, Radiomic Feature, Measurement, OtherCC BY 3.02020/07/28
MRQy-Quality-MeasuresGlioblastoma, Cervical Squamous Cell Carcinoma, Endocervical AdenocarcinomaBrain, Cervix233Other, Image Annotations, Image AnnotationsRadiomic FeatureImage quality assessment measures, Software/Source CodeCC BY 3.02020/07/16
Radiomic-Feature-StandardsLungChest13Image Annotations, Other, Image Annotations, Image Annotations, Image AnnotationsSegmentation, Other, Radiomic FeatureMulti-center comparison of radiomic features.CC BY 3.02020/06/09
DICOM-SR-Breast-ClinicalBreast CancerBreast474Radiology Images, Radiology Images, Radiology Images, Radiology Images, Radiology ImagesSRDICOM SR descriptions of patient characteristics, Histopathology, receptor status and clinical findings including measurements.CC BY 3.02020/05/26
DICOM-Glioma-SEGGlioblastoma, Low Grade GliomaBrain167Radiology Images, Other, OtherSEG, OtherTumor segmentationsTCIA Restricted and CC BY 4.02020/04/30
TCGA-OV-ProteogenomicsHigh grade serous ovarian cancerOvary20Clinical DataMolecular Test, Measurement, Follow-Up, ClassificationRadiologist assessments of image features, proteogenomic features, ClinicalCC BY 3.02020/04/06
DICOM-LIDC-IDRI-NodulesLungChest875Radiology Images, OtherSEG, SR, OtherTumor segmentations, image features, Software/Source CodeCC BY 3.02020/03/26
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, Endometrium5,204Other, Other, Image Annotations, Other, Other, OtherPathology Detail, Other, MeasurementNuclei segmentationsCC BY 3.02020/02/08
DI-Cubed-ReportsBreast, GlioblastomaBreast, Brain516Other, OtherOtherStandardized (SDTM format) conversions of clinical and image analysis dataCC BY 3.02019/06/21
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 Carcinoma, Metastatic diseaseBladder, Brain, Colon, Head-Neck, Kidney, Lung, Pancreas, Skin, Uterine corpus324Image Annotations, Radiology ImagesMeasurement, SRLesion measurementsCC BY 3.02019/05/30
QIN-LungCT-SegLungChest31Radiology Images, Radiology Images, Other, Other, Other, Image AnnotationsSEG, CT, OtherTumor segmentationsCC BY 3.02018/12/18
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, Uterus4,759Pathology ImagesHistopathologyDeep learning based computational stain for staining tumor-infiltrating lymphocytes (TILs), Software/Source Code, HistopathologyCC BY 3.02018/12/17
TCGA-Breast-RadiogenomicsBreastBreast84HumanImage Annotations, Image Annotations, Image Annotations, Other, Clinical DataRadiomic Feature, Segmentation, Classification, Demographic, Diagnosis, Follow-Up, Molecular Test, Treatmentmulti-gene assaysCC BY 3.02018/09/04
Crowds-Cure-2017Lung Adenocarcinoma, Renal Clear Cell, Liver, OvarianChest, Kidney, Liver, Ovary352HumanImage Annotations, Image Annotations, Clinical DataMeasurement, SR, Demographic, Follow-UpCC BY 3.02018/05/17
LUAD-CT-SurvivalLung AdenocarcinomaChest40Other, Image AnnotationsSegmentation, Radiomic Feature, Follow-UpTumor segmentations, radiomic image featuresCC BY 3.02017/08/11
BraTS-TCGA-GBMGlioblastomaBrain135Radiology Images, Radiology ImagesMR, Radiomic Feature, SegmentationTumor segmentations, radiomic image featuresCC BY 3.0 and TCIA Limited (contact Support)2017/07/17
BraTS-TCGA-LGGLow Grade GliomaBrain108Other, OtherMR, SegmentationTumor segmentations, radiomic image featuresCC BY 3.0 and TCIA Limited (contact Support)2017/07/17
TCGA-LGG-MaskLow Grade GliomaBrain188HumanImage Annotations, Clinical Data, Other, OtherMolecular Test, Follow-Up, Diagnosis, Radiomic Feature, Other, SegmentationSoftware/Source CodeCC BY 3.02017/03/17
TCGA-OV-RadiogenomicsHigh grade serous ovarian cancerOvary93HumanImage Annotations, Image Annotations, Clinical Data, OtherClassification, Follow-Up, MeasurementCC BY 3.02016/08/02
ISBI-MR-Prostate-2013ProstateProstate80HumanImage Annotations, Other, Image Annotations, Radiology Images, Radiology Images, Radiology ImagesSegmentation, MRProstate structure segmentationsCC BY 3.02015/08/20
TCGA-KIRC-RadiogenomicsRenal Clear Cell CarcinomaKidney103Clinical DataDemographic, Measurement, Molecular Test, ClassificationRadiologist assessments of image featuresCC BY 3.02015/05/28
TCGA-GBM-RadiogenomicsGlioblastomaBrain75HumanClinical DataMeasurement, Molecular Test, Other, Demographic, Follow-Up, Treatment, DiagnosisCC BY 3.02014/11/12
GBM-MR-NER-OutcomesGlioblastomaBrain45Radiology Images, Clinical DataMR, Measurement, Demographic, Follow-Up, Molecular TestTCIA Restricted and CC BY 3.02014/07/24