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Machine learning-based noise reduction for craniofacial bone segmentation in CT images
2022-06-27
dentistry and oral medicine
Title + abstract only
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ObjectiveWhen high X-ray absorption rate materials such as metal prosthetics are in the field of CT scan, noise called metal artifacts might appear. In reconstructing a three-dimensional bone model from X-ray CT images, the metal artifacts remain. Often, the image of the scanning bed also remains. A machine learning-based system to reduce noises in the craniofacial CT images was constructed. MethodsDICOM images of CT archives of patients with head and neck tumors were used. The metal artifacts ...
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