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jpatrickpark avatar jpatrickpark commented on May 24, 2024

The mammogram images are extracted from DICOM and saved as png without any modification except for normalization to 16-bit unsigned integer. As far as our model can see, the original DICOM images and normalized 16-bit images are identical because we apply standardization to image pixel values in runtime.

from breast_cancer_classifier.

yoheimatt avatar yoheimatt commented on May 24, 2024

But there are two types of mammogram images in DICOM. Please refer to http://dicom.nema.org/medical/dicom/2015c/output/chtml/part03/sect_C.8.11.html
for details.

One is FOR_PROCESSING and one is FOR_PRESENTATION. Which image types the dataset contains?

Thanks,
Matt (The OP is my colleague)

from breast_cancer_classifier.

jpatrickpark avatar jpatrickpark commented on May 24, 2024

The value of PresentationIntentType for all of our images are "FOR PRESENTATION".

from breast_cancer_classifier.

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