Data sources¶
There is quite a bit of publicly available data for benchmarking.
- NCIA
https://imaging.nci.nih.gov/ncia/login.jsf
Includes LIDC and RIDER databases of lung CT images
- PDDCA
http://www.imagenglab.com/pddca_18.html
40 cases from RTOG 0522 with new manual segmentation.
- Internet Brain Segmentation Repository
http://www.nitrc.org/projects/ibsr/
A database of labeled brain MRI.
- ELCAP
http://www.via.cornell.edu/lungdb.html
A database of lung CT images
- DIR-Lab
-
Lung 4D-CT images with point landmark annotation
- POPI
http://www.creatis.insa-lyon.fr/rio/popi-model
A single lung 4D-CT image with point landmark annotation and vector fields
- OASIS
-
Cross-sectional and longitudinal brain MRI images (demented, non-demented)
- IXI
http://brain-development.org/ixi-dataset/
600 MR imgaes of normal brain
- RIRE
http://www.insight-journal.org/rire/
Brain MRI images with ground truth registrations
- SpineWeb
http://spineweb.digitalimaginggroup.ca
MR and CT of vertebrae
- MPPG-TPS
http://www.aapm.org/pubs/MPPG/TPS/default.asp
Reference data sets for radiotherapy treatment planning commissioning
- MIDAS
http://www.insight-journal.org/midas/
Many image data sets
- Oldies but goodies
http://placid.nlm.nih.gov/community/21
Visible human and other images from Bill Lorensen’s desk
- Mammographic image analysis homepage
http://www.mammoimage.org/databases/
A list of mammography databases
- CIP Survey of Biomedical Imaging Archives
https://wiki.nci.nih.gov/display/CIP/CIP+Survey+of+Biomedical+Imaging+Archives
- BrainWeb:
http://mouldy.bic.mni.mcgill.ca/brainweb/
Synthetic MRI images
- NA-MIC libraries:
- DICOM samples:
- Cornell list:
http://www.via.cornell.edu/databases/
A list of medical image databases
- CMU computer vision list:
http://www.cs.cmu.edu/~cil/v-images.html
A list of image databases (some are medical)
- Other unsorted stuff:
http://peipa.essex.ac.uk/benchmark/databases/index.html#medical
http://www.library.uthscsa.edu/find/databases.cfm?Category=Image%20Collections