Posts Tagged ‘Cancer’

CBIS-DDSM: Curated Breast Imaging Subset of DDSM:

This dataset contains images for screening Mammography and is a subset of a DDSM dataset (Digital Database for Screening Mammography http://marathon.csee.usf.edu/Mammography/Database.html). CBIS-DDSM contains images of cases with three conditions of breast cancer (normal, benign, and malignant). The dataset also includes ROI segmentation and bounding boxes and pathologic diagnosis for the training data. This dataset can be downloaded from the Data Access section on https://wiki.cancerimagingarchive.net/display/Public/CBIS-DDSM#97542eefbc8e4234a95231cbcd86cb1d.

Here is some information regarding this dataset:

• Number of images in the dataset: 10,239

• Number of subjects: 6671

• Total Images Size in GB: 163.6

If you use this dataset:

Make sure to cite these papers:

R. S. Lee, F. Gimenez, A. Hoogi, D. Rubin. Curated Breast Imaging Subset of DDSM. The Cancer Imaging Archive, 2016.

R. S. Lee, F. Gimenez, A. Hoogi, K. K. Miyake, M. Gorovoy, D. L. Rubin. A Curated Mammography Data set for Use in Computer-aided Detection and Diagnosis Research. Scientific Data Volume 4, Article number: 170177, 2017.

K. Clark, B. Vendt, K. Smith, J. Freymann, J. Kirby, P. Koppel, S. Moore, S. Phillips, D. Maffitt, M. Pringle, L. Tarbox, F. Prior. The Cancer Imaging Archive(TCIA): Maintaining and Operating a Public Information Repository, Journal of Digital Imaging, Volume 26, 2013.

Make sure to follow the Policy and Terms of Use available on https://creativecommons.org/licenses/by/3.0/ and https://wiki.cancerimagingarchive.net/display/Public/Data+Usage+Policies+and+Restrictions.

keywords: Vision, Image, Biology and Health, CT, Classification, Cancer

NLST: National Lung Screening Trial:

This dataset contains images of the screening tests of patients suffering from lung cancer collected during a controlled clinical trial. The patients participated in a study for about 6.5 years of follow-up, while they were randomly divided into two groups of either receiving a low-dose helical CT screening or a single-view chest radiography. The dataset is not public, and a research proposal is required to gain access and download the dataset. To obtain more information regarding the research details or to request to gain access to the dataset, please refer to https://wiki.cancerimagingarchive.net/display/NLST/National+Lung+Screening+Trial#4c242d6186bf4aff949bb62cb2ab60da or https://biometry.nci.nih.gov/cdas/learn/nlst/images/. Additionally, a detailed description regarding the dataset participants, CT screening and abnormalities, X-Ray screening and abnormalities, diagnostic procedures, treatment, cause of death and so many other useful information about the dataset is available on https://biometry.nci.nih.gov/cdas/datasets/nlst/.

Here is some information regarding this dataset:

• Number of images in the dataset: 21,082,502

• Number of subjects: 26,254

• Total Images Size in TB: 11.3

If you use this dataset:

Make sure to provide proper citations according to the Citations & Data Usage Policy available on the same page provided above.

Make sure to follow the Policy and Terms of Use even after receiving access to use the dataset for your own research purpose https://wiki.cancerimagingarchive.net/display/Public/Data+Usage+Policies+and+Restrictions.

keywords: Vision, Image, Biology and Health, CT, Classification, Cancer