Evidence map›Paper›PMID 41530256›Full record

ArticleNPJ digital medicine2026

Enhancing telesurgical safety with predictive digital twin synchronization: a framework for latency compensation in robotic surgery.

Hang Yuan, Junjie Li, Bo Guan, Guangdi Chu, Wei Jiao, Hongzhi Zheng, Xingchi Liu, Jianchang Zhao, Jinhua Li, Jianmin Li and 2 more

Abstract read
In one paragraph

Article in NPJ digital medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Hang Yuan *Department of Urology, The Affiliated Hospital of Qingdao University, Qingdao, China.
Junjie Li *Key Laboratory for Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin, China.
Bo Guan *Key Laboratory for Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin, China.
Guangdi ChuDepartment of Urology, The Affiliated Hospital of Qingdao University, Qingdao, China.
Wei JiaoDepartment of Urology, The Affiliated Hospital of Qingdao University, Qingdao, China.
Hongzhi ZhengKey Laboratory for Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin, China.
Xingchi LiuKey Laboratory for Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin, China.
Jianchang ZhaoKey Laboratory for Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin, China. jianchangzhao@mail.tsinghua.edu.cn.
Jinhua LiKey Laboratory for Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin, China. lijinhua@tju.edu.cn.
Jianmin LiKey Laboratory for Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin, China. mjli@tju.edu.cn.
Xuecheng YangDepartment of Urology, The Affiliated Hospital of Qingdao University, Qingdao, China. 18661805062@163.com.
Haitao NiuDepartment of Urology, The Affiliated Hospital of Qingdao University, Qingdao, China. niuht0532@126.com.

Funding

the National Key Research and Development Program of China 2023YFC2013405the National Natural Science Foundation of China 52475027the National Natural Science Foundation of China 52525504the Natural Science Foundation of Shandong Province ZR2024MH105the Shandong Provincial Key Research and Development Program 2022CXGC020505
6 · The paper itself

Abstract

This study addresses the critical challenge of master-slave latency in robot-assisted telesurgery by introducing a Digital Twin Visual Assistance (DTVA) system. DTVA integrates parametric 3D modeling and virtual endoscopic visualization within a tri-layered architecture to enable real-time bidirectional synchronization. The system was evaluated on a geographically distributed robotic platform using programmable latency emulation. Results demonstrated that DTVA maintained spatial precision within 2 mm error under typical conditions and reduced peg-transfer completion time by 13.6% under 900 ms communication latency while lowering operator workload by 27.2%. Clinical validation through teleoperated radical nephrectomy under 300 ms communication latency confirmed feasibility, with all procedures completed successfully without complications and favorable perioperative outcomes. The study establishes DTVA's capacity to mitigate latency effects and demonstrates preliminary clinical feasibility for telesurgical procedures.

Identifiers

PMID41530256
PMCPMC12864800

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.