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Abstract Lung puncture biopsy is the gold standard for the qualitative diagnosis of lung nodules. Cone Beam CT (CBCT) is commonly used for guiding punctures to locate lung nodules. However, the poor quality of CBCT images and the limited intelligence of surgical guidance systems have lowered the efficiency of puncture procedures, particularly for small and complex lesions.
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