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 5.25TB data have been shared, in 27622 scans with 39093 annotations in 17 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

X-ray examinations of atypical femoral fractures
Keywords: Radiology, X-ray, Annotated, Femur, AFF, Atypical femoral fracture.
doi:10.23698/aida/affai
2021
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
Computed Tomography Pulmonary Angiography (CTPA) data
Keywords: Radiology, Computed tomography, Thorax, Pulmonary embolism, Annotated.
doi:10.23698/aida/ctpa
2019
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
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
Breast data from the Visual Sweden project DROID
Keywords: Pathology, Breast, Cancer, Whole slide imaging, Annotated.
doi:10.23698/aida/drbr
2019
Colon data from the Visual Sweden project DROID
Keywords: Pathology, Colon, Cancer, Whole slide imaging, Annotated.
doi:10.23698/aida/drco
2019
Liver data from the Visual Sweden project DROID
Keywords: Radiology, Liver, Cancer, Computed tomography, Annotated.
doi:10.23698/aida/drli
2019
Ovary data from the Visual Sweden project DROID
Keywords: Pathology, Ovary, Cancer, Whole slide imaging, Annotated.
doi:10.23698/aida/drov
2019
Skin data from the Visual Sweden project DROID
Keywords: Pathology, Skin, Cancer, Whole slide imaging, Annotated.
doi:10.23698/aida/drsk
2019
Skeletal data from the Visual Sweden project DROID
Keywords: Radiology, Bone, Cancer, Metastasis, Computed tomography, Annotated.
doi:10.23698/aida/drske
2019
Knee fracture classification according to AO/OTA 2018
Keywords: Radiology, Computed radiography, Knee, Radiographs, Fractures, AO-classification.
doi:10.23698/aida/kf2020
2021
Knee osteoarthritis classification according to Kellgren-Lawrence
Keywords: Radiology, Computed radiography, Knee, Radiographs, Osteoarthritis.
doi:10.23698/aida/koa2021
2021
Regional lymph node metastasis in colon adenocarcinoma
Keywords: Pathology, Whole slide imaging, Annotated, Lymph nodes, Cancer, Colon, Adenocarcinoma.
doi:10.23698/aida/lnco
2019
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
Mammograms from cancer screening
Keywords: Radiology, Breast, Cancer, Mammography, MMG, MG, MAMMO, DM.
doi:10.23698/aida/mbtst-dm
2019
Multi-echo gradient echo (MEGRE)
Keywords: Gold fiducial marker, MRI only, Radiotherapy, MRI radiation therapy, Prostate, Cancer, Radiology.
doi:10.23698/aida/megre
2020