AhmadMustafa015 / Bone-Suppression-X-RAY

Bone suppression in X-ray images. We first generate a training data from CT images by projecting the bone and the rest of the lung region.

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Bone-Suppression-X-RAY

Bone suppression in X-ray images. We first generate a training data from CT images by projecting the bone and the rest of the lung region. #TODO: 1- Select images only < 1mm slice thickness #TODO: 2- Use interpolation to convert the voxels into isotropic voxels. #TODO: 3- Project the image into 2D plane on the antroposterior direction. #TODO: 4- Non-Linear transformation for the pixels into the XRAY intensity. #TODO: 5- Bone enhancement; the bones in Xray are clearer than the ones in CT. #TODO: 6- Unsharp masking process to control the image sharpness in compared to the Xray images. #TODO: 7- Normalize the image to be between 0 and 1023. The generated image is 10 bit image.

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Bone suppression in X-ray images. We first generate a training data from CT images by projecting the bone and the rest of the lung region.


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