When the CBIS-DDSM image dataset is downloaded, the DICOM images are named as 1-1.dcm or 1-2.dcm, but in the description files (CSV), they are named as 000000.dcm or 000001.dcm.
Files named 000000.dcm and 000001.dcm are not consistently mapped to 1-1.dcm or 1-2.dcm files.
Some filepaths listed in the ROI mask file path column do not pont to mask images but to crops.
The processing steps address those issues, so that: