Analytic Imaging Diagnostics Arena (AIDA) is a Swedish arena for research and innovation on artificial intelligence, AI, for medical image analysis. Here, academia, healthcare and industry meet to translate technical advances in AI technology into patient benefit in the form of clinically useful tools.
The most important factor for training world-class AI is access to massive amounts of high-quality training data. The AIDA data hub is a place where researchers can collaboratively gather, annotate, share and enrich large volumes of research data for machine learning in medical imaging diagnostics. This site facilitates data sharing by providing information on the datasets that have been shared on the AIDA data hub, and makes them findable and citeable using Digital Object Identifiers (DOI).
We currently share 5.05TB data and growing according to clinical data acquisition priorities.
Datasets shared on the AIDA data hub
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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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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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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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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, 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. doi:10.23698/aida/megre |
2020 |