11. Prepare DICOM Images for ML
Prepare DICOM Images for ML
ND320 C2 L2 13 Preparing DICOM Images For Machine Learning Video
Summary
For efficient algorithm training, the best practice is to pre-extract all data from DICOM headers into a dataframe.
DICOM header has some other applications besides training models. It can be used to mitigate the risks of the algorithm. It can also be used to optimize image processing workflow.