Re-curated Breast Imaging Subset DDSM Dataset (RBIS-DDSM) is a curated version of 849 images from the CBIS-DDSM dataset available online with a permissive copyright license (CC-BY-SA 3.0). The  CBIS-DDSM dataset is an improved version of the DDSM dataset. The authors of the CBIS-DDSM dataset attempted to improve the ground truth by applying simple image processing based methods to enhance the edges without any manual intervention from medical experts in order to segment and annotate masses. However, these annotations (segmentation maps) are inaccurate in most of the images. 

Dataset Files

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Documentation: 
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[1] Arunava Chakravarty, Tandra Sarkar , Rakshith Sathish, Ramanathan Sethuraman, Debdoot Sheet, "Re-curated Breast Imaging Subset DDSM Dataset (RBIS-DDSM)", IEEE Dataport, 2022. [Online]. Available: http://dx.doi.org/10.21227/nqp1-sp19. Accessed: Apr. 13, 2024.
@data{nqp1-sp19-22,
doi = {10.21227/nqp1-sp19},
url = {http://dx.doi.org/10.21227/nqp1-sp19},
author = {Arunava Chakravarty; Tandra Sarkar ; Rakshith Sathish; Ramanathan Sethuraman; Debdoot Sheet },
publisher = {IEEE Dataport},
title = {Re-curated Breast Imaging Subset DDSM Dataset (RBIS-DDSM)},
year = {2022} }
TY - DATA
T1 - Re-curated Breast Imaging Subset DDSM Dataset (RBIS-DDSM)
AU - Arunava Chakravarty; Tandra Sarkar ; Rakshith Sathish; Ramanathan Sethuraman; Debdoot Sheet
PY - 2022
PB - IEEE Dataport
UR - 10.21227/nqp1-sp19
ER -
Arunava Chakravarty, Tandra Sarkar , Rakshith Sathish, Ramanathan Sethuraman, Debdoot Sheet. (2022). Re-curated Breast Imaging Subset DDSM Dataset (RBIS-DDSM). IEEE Dataport. http://dx.doi.org/10.21227/nqp1-sp19
Arunava Chakravarty, Tandra Sarkar , Rakshith Sathish, Ramanathan Sethuraman, Debdoot Sheet, 2022. Re-curated Breast Imaging Subset DDSM Dataset (RBIS-DDSM). Available at: http://dx.doi.org/10.21227/nqp1-sp19.
Arunava Chakravarty, Tandra Sarkar , Rakshith Sathish, Ramanathan Sethuraman, Debdoot Sheet. (2022). "Re-curated Breast Imaging Subset DDSM Dataset (RBIS-DDSM)." Web.
1. Arunava Chakravarty, Tandra Sarkar , Rakshith Sathish, Ramanathan Sethuraman, Debdoot Sheet. Re-curated Breast Imaging Subset DDSM Dataset (RBIS-DDSM) [Internet]. IEEE Dataport; 2022. Available from : http://dx.doi.org/10.21227/nqp1-sp19
Arunava Chakravarty, Tandra Sarkar , Rakshith Sathish, Ramanathan Sethuraman, Debdoot Sheet. "Re-curated Breast Imaging Subset DDSM Dataset (RBIS-DDSM)." doi: 10.21227/nqp1-sp19