Evidence map›Paper›PMID 42444869›Full record

ArticleJournal of thoracic disease2026

Comparison of learning curves between electromagnetic navigation bronchoscopy and Ion robotic bronchoscopy for preoperative localization.

Hongjiang Liu, Hecheng Zhang, Xiang Tang, Yong Ge, Xingyu Zhu, Teng Sun, Cheng Zhang, Hao Zhang, Shoujie Feng

Abstract read
In one paragraph

Article in Journal of thoracic disease, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Hongjiang Liu *Jiangsu Key Laboratory of Digital Intelligence in Chronic Disease Prevention and Treatment, Thoracic Surgery Laboratory, Xuzhou Medical University, Xuzhou, China.
Hecheng Zhang *Department of Cardiothoracic Surgery, Fengxian County People's Hospital, Fengxian, China.
Xiang Tang *Jiangsu Key Laboratory of Digital Intelligence in Chronic Disease Prevention and Treatment, Thoracic Surgery Laboratory, Xuzhou Medical University, Xuzhou, China.
Yong GeJiangsu Key Laboratory of Digital Intelligence in Chronic Disease Prevention and Treatment, Thoracic Surgery Laboratory, Xuzhou Medical University, Xuzhou, China.
Xingyu ZhuJiangsu Key Laboratory of Digital Intelligence in Chronic Disease Prevention and Treatment, Thoracic Surgery Laboratory, Xuzhou Medical University, Xuzhou, China.
Teng SunJiangsu Key Laboratory of Digital Intelligence in Chronic Disease Prevention and Treatment, Thoracic Surgery Laboratory, Xuzhou Medical University, Xuzhou, China.
Cheng ZhangJiangsu Key Laboratory of Digital Intelligence in Chronic Disease Prevention and Treatment, Thoracic Surgery Laboratory, Xuzhou Medical University, Xuzhou, China.
Hao ZhangJiangsu Key Laboratory of Digital Intelligence in Chronic Disease Prevention and Treatment, Thoracic Surgery Laboratory, Xuzhou Medical University, Xuzhou, China.
Shoujie FengJiangsu Key Laboratory of Digital Intelligence in Chronic Disease Prevention and Treatment, Thoracic Surgery Laboratory, Xuzhou Medical University, Xuzhou, China.ORCID https://orcid.org/0009-0005-3944-4316

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Electromagnetic navigation bronchoscopy (ENB) and Ion robotic bronchoscopy are novel, high-precision techniques with low complication rates for the preoperative localization of peripheral pulmonary nodules (PPNs). Their clinical application is largely influenced by the operator's learning curve; however, direct, systematic comparisons of the learning curves between these two techniques are scarce. This study therefore aimed to analyze differences in the learning curves between ENB and Ion robotic bronchoscopy for PPN localization. Methods: A retrospective analysis was performed on the perioperative data of 120 patients who underwent preoperative PPN localization (60 consecutive ENB-guided cases and 60 Ion robotic bronchoscopy-guided cases) from September 2024 to June 2025. All procedures were performed by the same thoracic surgeon. The clinical characteristics of the two groups were compared, and the cumulative sum (CUSUM) method was employed to analyze operative time (OT). Results: Perioperative comparisons revealed that the ENB group had a significantly shorter OT (17.13 Conclusions: This study demonstrates that ENB-guided PPN localization has a shorter learning curve than Ion robotic bronchoscopy, while the latter achieves a higher localization success rate.

Indexed as

Electromagnetic navigation bronchoscopy (ENB)Ion robot bronchoscopylearning curveperipheral pulmonary nodules (PPNs)preoperative localization

Identifiers

PMID42444869
PMCPMC13358523

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