Can you post your code to read a DICOM file and save into a 16-bit TIF file?

[wjtan99]

I just want to make sure I get all the details of your approach.
Thanks a lot.

[mr7495]

Hello

For Writing:
import pydicom as dicom
import PIL.Image as pil_image
ds = dicom.dcmread("DICOM Address")
pixels = ds.pixel_array
im = pil_image.fromarray( pixels)
im.save('TIFF address')

For Reading:
img = cv2.imread('TIFF Address',cv2.IMREAD_UNCHANGED )

[wjtan99]

Thanks a lot for your fast response.

[wjtan99]

Hi, do you do any other preprocessing before you save it into tif image? I use a different DICOM dataset and train with your code. The validation accuracy cannot exceed 0.6.
Thanks.

[mr7495]

Hello; no the original images just were converted to TIFF for easy usage and then would have been used for training the models.
Did you use ResNet50V2+FPN model?