The most important factor for building world-class AI is access to massive amounts of high-quality training data. We help researchers collaboratively gather, annotate, share and enrich large volumes of research data for machine learning in medical imaging diagnostics.
This register shows information on datasets that we have helped researchers share with the world, to make their high-quality datasets more FAIR and citeable using Digital Object Identifiers (DOI).
So far 12.55TB data have been shared, in 140937 scans with 1045962 annotations in 26 datasets, according to clinical data acquisition priorities
You can also Search, see Metrics, use the API, or learn more about FAIR and DOI.
Datasets shared on the AIDA Data Hub
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X-ray examinations of atypical femoral fractures Keywords: Radiology, X-ray, Annotated, Femur, AFF, Atypical femoral fracture. doi:10.23698/aida/affai |
2021 |
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Basal cell carcinoma classification Keywords: Pathology, Whole slide imaging, Weakly annotated, Basal cell carcinoma, Skin cancer. doi:10.23698/aida/bccc |
2023 |
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Axillary lymph nodes in breast cancer cases Keywords: Pathology, Whole slide imaging, Breast, Lymph nodes, Cancer, Sentinel nodes, Immunohistochemical staining, cytokeratin, CKAE1/AE3. doi:10.23698/aida/brln |
2019 |
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Breast data from preoperative and surgical cases Keywords: Breast cancer, Pathology, Whole slide imaging. doi:10.23698/aida/brmbr |
2023 |
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Computed Tomography Pulmonary Angiography (CTPA) data Keywords: Radiology, Computed tomography, Thorax, Pulmonary embolism, Annotated. doi:10.23698/aida/ctpa |
2019 |
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Segmented CT pelvis scans with annotated anatomical landmarks Keywords: Radiology, Annotated, Pelvis, CT, Computed tomography, Anatomical landmarks, Bone segmentation. doi:10.23698/aida/ctpel |
2019 |
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CT of normal skulls in three categories (Female, Male, Mixed) Keywords: Radiology, Skull, CT, Computed tomography, Face blur, Male, Female. doi:10.23698/aida/ctskull |
2021 |
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Breast data from the Visual Sweden project DROID Keywords: Pathology, Breast, Cancer, Whole slide imaging, Annotated. doi:10.23698/aida/drbr |
2019 |
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Colon data from the Visual Sweden project DROID Keywords: Pathology, Colon, Cancer, Whole slide imaging, Annotated. doi:10.23698/aida/drco |
2019 |
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Liver data from the Visual Sweden project DROID Keywords: Radiology, Liver, Cancer, Computed tomography, Annotated. doi:10.23698/aida/drli |
2019 |
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Ovary data from the Visual Sweden project DROID Keywords: Pathology, Ovary, Cancer, Whole slide imaging, Annotated. doi:10.23698/aida/drov |
2019 |
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Skin data from the Visual Sweden project DROID Keywords: Pathology, Skin, Cancer, Whole slide imaging, Annotated. doi:10.23698/aida/drsk |
2019 |
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Skeletal data from the Visual Sweden project DROID Keywords: Radiology, Bone, Cancer, Metastasis, Computed tomography, Annotated. doi:10.23698/aida/drske |
2019 |
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Elbow radiographs with classified fractures according to 2018 AO/OTA and classified degenerative conditions Keywords: Radiology, Plain radiographs, Elbow, Humerus, Ulna, Radius, Fracture, Osteoarthritis, Effusion, Implants, AO/OTA. doi:10.23698/aida/ejr2023 |
2023 |
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Knee fracture classification according to AO/OTA 2018 Keywords: Radiology, Computed radiography, Knee, Radiographs, Fractures, AO-classification. doi:10.23698/aida/kf2020 |
2021 |
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Knee osteoarthritis classification according to Kellgren-Lawrence Keywords: Radiology, Computed radiography, Knee, Radiographs, Osteoarthritis. doi:10.23698/aida/koa2021 |
2021 |
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Low-resolution prostate MR Keywords: Radiology, Annotated, MR-Linac, Radiotherapy, Prostate, Low-resolution. doi:10.23698/aida/lesser |
2023 |
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Regional lymph node metastasis in colon adenocarcinoma Keywords: Pathology, Whole slide imaging, Annotated, Lymph nodes, Cancer, Colon, Adenocarcinoma. doi:10.23698/aida/lnco |
2019 |
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Regional lymph node metastasis in colon adenocarcinoma, second collection series Keywords: Pathology, Annotated, Whole slide imaging, Lymph nodes, Cancer, Colon, Adenocarcinoma. doi:10.23698/aida/lnco2 |
2020 |
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Mammograms from cancer screening Keywords: Radiology, Breast, Cancer, Mammography, MMG, MG, MAMMO, DM. doi:10.23698/aida/mbtst-dm |
2019 |
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Multi-echo gradient echo (MEGRE) Keywords: Gold fiducial marker, MRI only, Radiotherapy, MRI radiation therapy, Prostate, Cancer, Radiology, Annotated. doi:10.23698/aida/megre |
2020 |
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Coregistered H&E- and VEGF-stained histology slides with diffusion tensor imaging data at 200 μm resolution in meningioma tumors Keywords: Radiology, Microstructural features, Mean diffusivity, Fractional anisotropy, cCell density, Cellularity, Meningioma, Coregistration, Hematoxylin & eosin, VEGF. doi:10.23698/aida/micromen |
2023 |
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Spear Prostate Biopsy 2020 (SPROB20) Keywords: Prostate Cancer, Pathology. doi:10.23698/aida/sprob20 |
2020 |
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Shoulder radiographs classified on both fractures according to 2018 AO/OTA and classified degenerative conditions Keywords: Pathology, Annotated, Plain radiographs, Shoulder, Clavicle, Scapula, Humerus, Fracture, Osteoarthritis, Cuff arthropathy. doi:10.23698/aida/sr2023 |
2023 |
Synthetic Datasets shared on the AIDA Data Hub
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Synthetic brain tumor images from GANs and diffusion models Keywords: Radiology, Annotated, Brain, MRI, Tumor, Synthetic, Generative, GAN, Diffusion model. doi:10.23698/aida/synthetic/brgandi |
2023 |
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Synthetic healthy brain aging MRIs with segmentation masks Keywords: Radiology, Annotated, Brain, MRI, Synthetic, Brain aging, Synthetic brain aging, Medical image generation. doi:10.23698/aida/synthetic/shbamri |
2023 |