Dataset of Breast mammography images with Masses

Published: 17 Jan 2020 | Version 1 | DOI: 10.17632/x7bvzv6cvr.1
Contributor(s):

Description of this data

The dataset combining four breast density categories with breast mass labeled benign or malignant, there are 8 categories in our classification task. The eight categories are:
(1) The category of breast density is 1 and breast mass is benign (Density1+Benign)
(2) The category of breast density is 1 and breast mass is malignant (Density1+Malignant)
(3) The category of breast density is 2 and breast mass is benign (Density2+Benign)
(4) The category of breast density is 2 and breast mass is malignant (Density2+Malignant
(5) The category of breast density is 3 and breast mass is benign (Density3+Benign)
(6) The category of breast density is 3 and breast mass is malignant (Density3+Malignant)
(7) The category of breast density is 4 and breast mass is benign (Density4+Benign)
(8) The category of breast density is 4 and breast mass is malignant (Density4+Malignant).
In addition, the data contains images before and after data augmentation, and the image matrix was 224 x 224 or 227 x 227.

Experiment data files

Latest version

  • Version 1

    2020-01-17

    Published: 2020-01-17

    DOI: 10.17632/x7bvzv6cvr.1

    Cite this dataset

    Huang, Mei-Ling; Lin, Ting-Yu (2020), “Dataset of Breast mammography images with Masses”, Mendeley Data, v1 http://dx.doi.org/10.17632/x7bvzv6cvr.1

Statistics

Views: 44
Downloads: 2

Categories

Biomedical Imaging

Licence

CC BY 4.0 Learn more

The files associated with this dataset are licensed under a Creative Commons Attribution 4.0 International licence.

What does this mean?
You can share, copy and modify this dataset so long as you give appropriate credit, provide a link to the CC BY license, and indicate if changes were made, but you may not do so in a way that suggests the rights holder has endorsed you or your use of the dataset. Note that further permission may be required for any content within the dataset that is identified as belonging to a third party.

Report