The image data in The Cancer Imaging Archive (TCIA) is organized into purpose-built collections. A collection typically includes studies from several subjects (patients). In some collections, there may be only one study per subject. In other collections, subjects may have been followed over time, in which case there will be multiple studies per subject. The subjects typically have a disease and/or particular anatomical site (lung, brain, etc.) in common.
Please visit our home page for more information about our Collections or click on one from the list below:
- 4D-Lung
- AAPM RT-MAC Grand Challenge 2019
- Abdominal or pelvic enhanced CT images within 10 days before surgery of 230 patients with stage II colorectal cancer (Stage II-Colorectal-CT)
- ACRIN 6698/I-SPY2 Breast DWI (ACRIN 6698)
- ACRIN-Contralateral-Breast-MR (ACRIN 6667)
- ACRIN-DSC-MR-Brain (ACRIN 6677/RTOG 0625)
- ACRIN-FLT-Breast (ACRIN 6688)
- ACRIN-FMISO-Brain (ACRIN 6684)
- ACRIN-HNSCC-FDG-PET/CT (ACRIN 6685)
- ACRIN-NSCLC-FDG-PET (ACRIN 6668)
- A dataset of histopathological whole slide images for classification of Treatment effectiveness to ovarian cancer (Ovarian Bevacizumab Response)
- A DICOM dataset for evaluation of medical image de-identification (Pseudo-PHI-DICOM-Data)
- A Large-Scale CT and PET/CT Dataset for Lung Cancer Diagnosis (Lung-PET-CT-Dx)
- An Expert-Annotated Dataset of Bone Marrow Cytology in Hematologic Malignancies (Bone-Marrow-Cytomorphology_MLL_Helmholtz_Fraunhofer)
- Anti-PD-1 Immunotherapy Lung (Anti-PD-1_Lung)
- Anti-PD-1 Immunotherapy Melanoma (Anti-PD-1_MELANOMA)
- Applied Proteogenomics OrganizationaL Learning and Outcomes (APOLLO)
- A Single-cell Morphological Dataset of Leukocytes from AML Patients and Non-malignant Controls (AML-Cytomorphology_LMU)
- Assessment of Residual Breast Cancer Cellularity after Neoadjuvant Chemotherapy using Digital Pathology (Post-NAT-BRCA)
- A whole-body FDG-PET/CT dataset with manually annotated tumor lesions (FDG-PET-CT-Lesions)
- Brain-Tumor-Progression
- Breast Cancer Screening – Digital Breast Tomosynthesis (BCS-DBT)
- BREAST-DIAGNOSIS
- Breast Metastases to Axillary Lymph Nodes (SLN-Breast)
- Breast-MRI-NACT-Pilot
- C_NMC_2019 Dataset: ALL Challenge dataset of ISBI 2019 (C-NMC 2019)
- Cancer Moonshot Biobank - Colorectal Cancer Collection (CMB-CRC)
- Cancer Moonshot Biobank Date Handling
- Cancer Moonshot Biobank - Gastroesophageal Cancer Collection (CMB-GEC)
- Cancer Moonshot Biobank - Lung Cancer Collection (CMB-LCA)
- Cancer Moonshot Biobank - Melanoma Collection (CMB-MEL)
- Cancer Moonshot Biobank - Multiple Myeloma Collection (CMB-MML)
- Cancer Moonshot Biobank - Prostate Cancer Collection (CMB-PCA)
- CAnine CuTaneous Cancer Histology (CATCH) Dataset
- Categorized Digital Database for Low energy and Subtracted Contrast Enhanced Spectral Mammography images (CDD-CESM)
- CBIS-DDSM
- Chemotherapy and Radiation Therapy in Treating Young Patients With Newly Diagnosed, Previously Untreated, High-Risk Medulloblastoma/PNET (ACNS0332)
- Chest Imaging with Clinical and Genomic Correlates Representing a Rural COVID-19 Positive Population (COVID-19-AR)
- Combination Chemotherapy and Radiation Therapy in Treating Young Patients With Newly Diagnosed Hodgkin Lymphoma (AHOD0831)
- Combination Chemotherapy and Surgery in Treating Young Patients With Wilms Tumor (AREN0534)
- Combination Chemotherapy With or Without Radiation Therapy in Treating Young Patients With Newly Diagnosed Stage III or Stage IV Wilms Tumor (AREN0533)
- Comparison of mIF versus mIHC for immune markers in head and neck carcinoma (HNSCC-mIF-mIHC-comparison)
- Credence Cartridge Radiomics Phantom CT Scans
- Credence Cartridge Radiomics Phantom CT Scans with Controlled Scanning Approach (CC-Radiomics-Phantom-2)
- CT COLONOGRAPHY
- CT Images in COVID-19
- CT Lymph Nodes
- CT-ORG: CT volumes with multiple organ segmentations
- CT Phantom Scans for Head, Chest, and Controlled Protocols on 100 Scanners (CC-Radiomics-Phantom-3)
- CT Ventilation as a Functional Imaging Modality for Lung Cancer Radiotherapy (CT vs PET Ventilation Imaging)
- Data from the training set of the 2019 Kidney and Kidney Tumor Segmentation Challenge (C4KC-KiTS)
- Digital pathological slides from Hungarian (Europe) colorectal cancer screening (Hungarian-Colorectal-Screening)
- Dynamic contrast-enhanced magnetic resonance images of breast cancer patients with tumor locations (Duke-Breast-Cancer-MRI)
- Gamma Knife MR/CT/RTSTRUCT Sets With Hippocampal Contours (GammaKnife-Hippocampal)
- GBM-DSC-MRI-DRO
- Glioma Image Segmentation for Radiotherapy: RT targets, barriers to cancer spread, and organs at risk (GLIS-RT)
- H&E and immunohistochemical stain images of 209 cases of diffuse large B-cell lymphoma linked with cytogenetic features and clinical outcomes (DLBCL-Morphology)
- Head-and-neck squamous cell carcinoma patients with CT taken during pre-treatment, mid-treatment, and post-treatment (HNSCC-3DCT-RT)
- Head-Neck Cetuximab
- Head-Neck-PET-CT
- Head-Neck-Radiomics-HN1
- HER2 and trastuzumab treatment response H&E slides with tumor ROI annotations (HER2 tumor ROIs)
- High-dimensional imaging of colorectal carcinoma and other tumors with 50+ markers (CRC_FFPE-CODEX_CellNeighs)
- HNSCC
- ICDC-Glioma01
- Imaging characterization of a metastatic patient derived model of adenocarcinoma colon: PDMR-997537-175-T
- Imaging characterization of a metastatic patient derived model of adenocarcinoma pancreas: (PDMR-521955-158-R4)
- Imaging characterization of a metastatic patient derived model of adenocarcinoma pancreas: PDMR-292921-168-R
- Imaging characterization of a metastatic patient derived model of bladder cancer: BL0293F (PDMR-BL0293-F563)
- Imaging characterization of a metastatic patient derived model of melanoma: PDMR-425362-245-T
- Imaging tissue characterization of a patient derived xenograft model of adenocarcinoma pancreas: PDMR-833975-119-R
- ISPY1
- I-SPY 2 Breast Dynamic Contrast Enhanced MRI (I-SPY2 TRIAL)
- Ivy Glioblastoma Atlas Project (Ivy GAP)
- LGG-1p19qDeletion
- LIDC-IDRI
- Low Dose CT Image and Projection Data (LDCT-and-Projection-data)
- LungCT-Diagnosis
- Lung CT Segmentation Challenge 2017
- Lung Fused-CT-Pathology
- Lung Phantom
- Medical Imaging Data Resource Center (MIDRC) - RSNA International COVID-19 Open Radiology Database (RICORD) Release 1a - Chest CT Covid+ (MIDRC-RICORD-1a)
- Medical Imaging Data Resource Center (MIDRC) - RSNA International COVID-19 Open Radiology Database (RICORD) Release 1b - Chest CT Covid- (MIDRC-RICORD-1b)
- Medical Imaging Data Resource Center (MIDRC) - RSNA International COVID-19 Open Radiology Database (RICORD) Release 1c - Chest x-ray Covid+ (MIDRC-RICORD-1c)
- MiMM_SBILab Dataset: Microscopic Images of Multiple Myeloma (MiMM_SBILab)
- Mouse-Astrocytoma
- Mouse-Mammary
- Multi-parametric magnetic resonance imaging (mpMRI) scans for de novo Glioblastoma (GBM) patients from the University of Pennsylvania Health System (UPENN-GBM)
- NaF Prostate
- Nascent prostate cancer heterogeneity drives evolution and resistance to intense hormonal therapy (NADT-Prostate)
- National Clinical Trials Network (NCTN) Date Handling
- NRG-1308
- NSCLC-Cetuximab (RTOG-0617)
- NSCLC Radiogenomics
- NSCLC-Radiomics
- NSCLC-Radiomics-Genomics
- NSCLC-Radiomics-Interobserver1
- Osteosarcoma data from UT Southwestern/UT Dallas for Viable and Necrotic Tumor Assessment (Osteosarcoma-Tumor-Assessment)
- Pancreas-CT
- Pancreatic-CT-CBCT-SEG
- Pediatric Chest/Abdomen/Pelvic CT Exams with Expert Organ Contours (Pediatric-CT-SEG)
- Pelvic Reference Data
- Phantom FDA
- Prediction of Sunitinib Efficacy using Computed Tomography in Patients with Pancreatic Neuroendocrine Tumors (CTpred-Sunitinib-panNET)
- Prostate-3T
- PROSTATE-DIAGNOSIS
- Prostate Fused-MRI-Pathology
- PROSTATE-MRI
- Prostate MRI and Ultrasound With Pathology and Coordinates of Tracked Biopsy (Prostate-MRI-US-Biopsy)
- QIBA Anthropomorphic Abdominal Phantom CT Scans (QIBA-CT-Liver-Phantom)
- QIBA CT-1C
- QIN-BRAIN-DSC-MRI
- QIN-Breast
- QIN-BREAST-02
- QIN Breast DCE-MRI
- QIN GBM Treatment Response
- QIN-HEADNECK
- QIN LUNG CT
- QIN PET Phantom
- QIN PROSTATE
- QIN-PROSTATE-Repeatability
- QIN-SARCOMA
- Quantitative Imaging Network Collections
- Radiomic Biomarkers in Oropharyngeal Carcinoma (OPC-Radiomics)
- REMBRANDT
- RIDER Breast MRI
- RIDER Collections
- RIDER Lung CT
- RIDER Lung PET-CT
- RIDER NEURO MRI
- RIDER PHANTOM MRI
- RIDER Phantom PET-CT
- Risk-Based Therapy in Treating Younger Patients With Newly Diagnosed Liver Cancer (AHEP0731)
- Rituximab and Combination Chemotherapy in Treating Patients With Diffuse Large B-Cell Non-Hodgkin's Lymphoma (CALGB50303)
- Segmentation of Vestibular Schwannoma from Magnetic Resonance Imaging: An Open Annotated Dataset and Baseline Algorithm (Vestibular-Schwannoma-SEG)
- SN-AM Dataset: White Blood cancer dataset of B-ALL and MM for stain normalization (SN-AM)
- Soft-tissue-Sarcoma
- SPIE-AAPM Lung CT Challenge
- SPIE-AAPM-NCI PROSTATEx Challenges (PROSTATEx)
- Stanford DRO Toolkit: Digital Reference Objects for Standardization of Radiomic Features (DRO Toolkit)
- Stony Brook University COVID-19 Positive Cases (COVID-19-NY-SBU)
- Synthetic and Phantom MR Images for Determining Deformable Image Registration Accuracy (MRI-DIR)
- The Cancer Genome Atlas Breast Invasive Carcinoma Collection (TCGA-BRCA)
- The Cancer Genome Atlas Cervical Kidney Renal Papillary Cell Carcinoma Collection (TCGA-KIRP)
- The Cancer Genome Atlas Cervical Squamous Cell Carcinoma and Endocervical Adenocarcinoma Collection (TCGA-CESC)
- The Cancer Genome Atlas Colon Adenocarcinoma Collection (TCGA-COAD)
- The Cancer Genome Atlas Esophageal Carcinoma Collection (TCGA-ESCA)
- The Cancer Genome Atlas Glioblastoma Multiforme Collection (TCGA-GBM)
- The Cancer Genome Atlas Head-Neck Squamous Cell Carcinoma Collection (TCGA-HNSC)
- The Cancer Genome Atlas Kidney Chromophobe Collection (TCGA-KICH)
- The Cancer Genome Atlas Kidney Renal Clear Cell Carcinoma Collection (TCGA-KIRC)
- The Cancer Genome Atlas Liver Hepatocellular Carcinoma Collection (TCGA-LIHC)
- The Cancer Genome Atlas Low Grade Glioma Collection (TCGA-LGG)
- The Cancer Genome Atlas Lung Adenocarcinoma Collection (TCGA-LUAD)
- The Cancer Genome Atlas Lung Squamous Cell Carcinoma Collection (TCGA-LUSC)
- The Cancer Genome Atlas Ovarian Cancer Collection (TCGA-OV)
- The Cancer Genome Atlas Prostate Adenocarcinoma Collection (TCGA-PRAD)
- The Cancer Genome Atlas Rectum Adenocarcinoma Collection (TCGA-READ)
- The Cancer Genome Atlas Sarcoma Collection (TCGA-SARC)
- The Cancer Genome Atlas Stomach Adenocarcinoma Collection (TCGA-STAD)
- The Cancer Genome Atlas Thyroid Cancer Collection (TCGA-THCA)
- The Cancer Genome Atlas Urothelial Bladder Carcinoma Collection (TCGA-BLCA)
- The Cancer Genome Atlas Uterine Corpus Endometrial Carcinoma Collection (TCGA-UCEC)
- The Chinese Mammography Database (CMMD)
- The Clinical Proteomic Tumor Analysis Consortium Acute Myeloid Leukemia Collection (CPTAC-AML)
- The Clinical Proteomic Tumor Analysis Consortium Breast Invasive Carcinoma Collection (CPTAC-BRCA)
- The Clinical Proteomic Tumor Analysis Consortium Clear Cell Renal Cell Carcinoma Collection (CPTAC-CCRCC)
- The Clinical Proteomic Tumor Analysis Consortium Colon Adenocarcinoma Collection (CPTAC-COAD)
- The Clinical Proteomic Tumor Analysis Consortium Cutaneous Melanoma Collection (CPTAC-CM)
- The Clinical Proteomic Tumor Analysis Consortium Glioblastoma Multiforme Collection (CPTAC-GBM)
- The Clinical Proteomic Tumor Analysis Consortium Head and Neck Squamous Cell Carcinoma Collection (CPTAC-HNSCC)
- The Clinical Proteomic Tumor Analysis Consortium Lung Adenocarcinoma Collection (CPTAC-LUAD)
- The Clinical Proteomic Tumor Analysis Consortium Lung Squamous Cell Carcinoma Collection (CPTAC-LSCC)
- The Clinical Proteomic Tumor Analysis Consortium Ovarian Serous Cystadenocarcinoma Collection (CPTAC-OV)
- The Clinical Proteomic Tumor Analysis Consortium Pancreatic Ductal Adenocarcinoma Collection (CPTAC-PDA)
- The Clinical Proteomic Tumor Analysis Consortium Sarcomas Collection (CPTAC-SAR)
- The Clinical Proteomic Tumor Analysis Consortium Uterine Corpus Endometrial Carcinoma Collection (CPTAC-UCEC)
- The University of California San Francisco Preoperative Diffuse Glioma MRI (UCSF-PDGM)
- The VICTRE Trial: Open-Source, In-Silico Clinical Trial For Evaluating Digital Breast Tomosynthesis
- Ultrasound data of a variety of liver masses (B-mode-and-CEUS-Liver)
- Vincristine, Dactinomycin, and Doxorubicin With or Without Radiation Therapy or Observation Only in Treating Younger Patients Who Are Undergoing Surgery for Newly Diagnosed Stage I, Stage II, or Stage III Wilms' Tumor (AREN0532)