Evidence map›Paper›PMID 40572421›Full record

ArticleMicromachines2025

Design and Optimization of a Tapered Magnetic Soft Continuum Robot for Enhanced Navigation in Cerebral Vasculature.

Jiahang Wang, Yuhang Liu, Xiwen Lu, Yunlong Zhu, Chenyao Bai

Abstract read
In one paragraph

Article in Micromachines, 2025. 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

5 authors.

Jiahang WangCollege of Intelligent Robotics and Advanced Manufacturing, Fudan University, 220 Handan Road Yangpu District, Shanghai 200433, China.ORCID 0009-0001-0601-5639
Yuhang LiuCollege of Intelligent Robotics and Advanced Manufacturing, Fudan University, 220 Handan Road Yangpu District, Shanghai 200433, China.
Xiwen LuCollege of Intelligent Robotics and Advanced Manufacturing, Fudan University, 220 Handan Road Yangpu District, Shanghai 200433, China.ORCID 0000-0002-3126-8996
Yunlong ZhuCollege of Intelligent Robotics and Advanced Manufacturing, Fudan University, 220 Handan Road Yangpu District, Shanghai 200433, China.
Chenyao BaiCollege of Intelligent Robotics and Advanced Manufacturing, Fudan University, 220 Handan Road Yangpu District, Shanghai 200433, China.

Funding

Guangdong Province Brilliant Action Project CC/XM-202402ZJ0101Guangdong Provincial Key R&D Program 2022B0303010001
6 · The paper itself

Abstract

Magnetic soft continuum robots (MSCRs) have broad application advantages in vascular intervention; however, current MSCRs still face challenges in navigating the narrower and tortuous structure of the cerebral vasculature. To address this challenge, we propose a tapered MSCR (T-MSCR), which is designed to facilitate smooth navigation through microvascular structures via its miniature tip. Specifically, to optimize its bending ability, we combine the Gray Wolf Optimizer (GWO) with the Euler-Bernoulli beam theory and introduce a Discrete GWO (DGWO) approach to optimize the distribution of magnetic particles within the T-MSCR. We then demonstrate the optimization process of the T-MSCR's bending ability, comparing and analyzing its deflection angle and deformation characteristics, highlighting its capability to enter microvasculars. Furthermore, we demonstrate the magnetic steering and path selection capabilities of T-MSCR in a two-dimensional vascular model and its navigation performance in real-scale human vascular models. Finally, biocompatibility tests confirm that T-MSCR exhibits no toxicity to human cells, thereby laying a solid foundation for its clinical application. The proposed T-MSCR design and optimization are expected to provide a more efficient and feasible solution for future cerebrovascular interventions.

Indexed as

gray wolf optimizermagnetic soft continuum robottapered MSCRvascular intervention

Identifiers

PMID40572421
PMCPMC12195137

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.