Low-dose CT image reconstruction method
A CT image, low-dose technology, applied in the field of medical CT imaging, can solve problems such as affecting clinical diagnosis and inability to reconstruct, and achieve the effect of avoiding the problem of reconstructed image artifacts and reducing radiation dose.
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[0035] Hereinafter, specific embodiments of the present application will be described in detail with reference to the accompanying drawings, from which those skilled in the art can clearly understand the present application and be able to implement the present application. Without departing from the principles of the present application, the features of the various embodiments may be combined to obtain new embodiments, or instead of certain features of certain embodiments, to obtain other preferred embodiments.
[0036] K-nearest neighbor principle:
[0037] In order to judge the class of the unknown instance, all instances of the known class are used as a reference.
[0038] Choose parameter K. (For an unknown instance, we need to select a known instance that is close to it to judge the result of the target attribute (objective function) of the unknown instance. In the fourth step, the number of instances closest to the unknown instance is selected to be k)
[0039] Calcula...
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