Pectus excavatum is the most common chest wall deformity, and the Nuss procedure has become the most widely used surgical treatment owing to its minimally invasive nature and reliable corrective outcomes. However, during the critical step in which the introducer and corrective bar traverse the anterior mediastinum, rare but potentially fatal complications may occur, including injury to the lungs, heart, and great vessels. Although thoracoscopic assistance can reduce the incidence of these events to some extent, it cannot eliminate the risk entirely. To further enhance intraoperative safety, various sternal elevation techniques (SET) have been introduced in recent years and applied in combination with the Nuss procedure for the treatment of pectus excavatum. By temporarily elevating the sternum and anterior chest wall to enlarge the retrosternal space, SET may facilitate safer mediastinal passage and mitigate the risk of cardiopulmonary and major vascular injury. This review summarizes the technical characteristics and recent clinical advances of different SET modalities used in conjunction with the Nuss procedure, analyzes their advantages and limitations, and provides a reference for future research and clinical practice.