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Lung cancer is the leading cause of cancer-related mortality worldwide, making early diagnosis and intervention critical. With the widespread adoption of low-dose computed tomography (LDCT) screening, the detection rate of pulmonary ground-glass nodules (GGNs) has increased significantly. Although video-assisted thoracoscopic surgery (VATS) remains the standard treatment for early-stage lung cancer, a considerable proportion of patients are ineligible for surgery due to advanced age, impaired cardiopulmonary function, or multiple nodules. Cryoablation, a minimally invasive ablation technique, uses ultra-low temperatures to induce tumor cell death. It offers distinct advantages, including well-defined ablation margins, reduced procedural pain, preservation of adjacent healthy structures, and potential immune activation, providing an important alternative for this patient population. Howev
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