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Some overviews to get you started with DICOM medical image data like those in TCIA include:

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DICOM standard abbreviations in a table:    https://wiki.cancerimagingarchive.net/display/Public/DICOM+Modality+Abbreviations


And here are links to helpful information about using TCIA.

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