Evidence map›Paper›PMID 42041459›Full record

ArticleBiomimetics (Basel, Switzerland)2026

A Method for Measuring the Operating Force of Interventional Robots via Integration of Compliant Mechanisms and Sensors.

Baozhen Ren, Hui Li, Yongliang Cao, Chang Wang, Yan Zhao, Jianhua Zhang

Abstract read
In one paragraph

Article in Biomimetics (Basel, Switzerland), 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

6 authors.

Baozhen RenSchool of Mechanical Engineering, Hebei University of Technology, Tianjin 300401, China.ORCID 0009-0008-1206-8033
Hui LiSchool of Mechanical Engineering, University of Science and Technology Beijing, Beijing 100083, China.
Yongliang CaoSchool of Mechanical Engineering, University of Science and Technology Beijing, Beijing 100083, China.ORCID 0009-0006-6822-3392
Chang WangSchool of Mechanical Engineering, University of Science and Technology Beijing, Beijing 100083, China.
Yan ZhaoSchool of Mechanical Engineering, University of Science and Technology Beijing, Beijing 100083, China.
Jianhua ZhangSchool of Mechanical Engineering, University of Science and Technology Beijing, Beijing 100083, China.

Funding

Natural Science Foundation of Hebei Province E2024202138the Beijing-Tianjin-Hebei Basic Research Cooperation Project F2024203121the National Key Research and Development Program of China 2024YFE0216200
6 · The paper itself

Abstract

Interventional robots play a crucial role in surgical procedures, where accurate force measurement is essential for enhancing safety. Compliant mechanisms utilize material deformation to achieve millinewton-scale force output and millimeter-level displacement with high repeatability. Motivated by this, we propose a method for measuring the catheter force by integrating a compliant mechanism and a sensor. First, we designed an operating force detection module. It comprises a double-parallelogram structure with four elastic units, a catheter drive module, and a sensor. The sensor connects the compliant mechanism to the base. Second, stiffness and gravity compensation models were established and validated experimentally. Finally, we constructed an experimental platform to evaluate the force measurement accuracy, drive accuracy, and real-time detection capability. Experimental results demonstrate that the proposed method achieves a maximum detection error of 0.1482 N, an average error of 0.0096 N, a resolution of 0.01 N, and an average axial delivery error of 0.8287 mm. Additionally, a master-slave control framework was developed, along with a master controller that manipulates the slave robot to deliver the catheter within a vascular phantom, while simultaneously displaying real-time force information via the human-computer interaction interface.

Indexed as

compliant mechanisminterventional robotmaster controlleroperating force detection

Identifiers

PMID42041459
PMCPMC13113161

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.