Removing white text artifacts from medical images with TensorFlow results in black images

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I am working with a dataset of medical CT and MRI scan images that have white text artifacts (patient information) printed on them. I want to remove these artifacts using TensorFlow. My approach is to threshold the images to identify the artifacts and then apply a mask to remove them.

This is a sample CT scan image.

However, it didn't work, I want to know is there a commonly used method or a model for such applications?

Thank you in advance for your assistance!

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