Evidence map›Paper›PMID 40852094›Full record

ArticleAdvanced intelligent systems (Weinheim an der Bergstrasse, Germany)2025

Minimally Invasive Bowel Cancer Detection through Vibrating Microrobot-Induced Elastography.

Andrew Bickerdike, Jiyuan Tian, Yang Liu, Shyam Prasad

Abstract read
In one paragraph

Article in Advanced intelligent systems (Weinheim an der Bergstrasse, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. AI-Enhanced Vibrational Capsule for Minimally Invasive Detection of Abnormal Bowel Tissue.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
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

4 authors.

Andrew BickerdikeExeter Small-Scale Robotics Laboratory Engineering Department University of Exeter Exeter EX4 4QF UK.
Jiyuan TianExeter Small-Scale Robotics Laboratory Engineering Department University of Exeter Exeter EX4 4QF UK.
Yang LiuExeter Small-Scale Robotics Laboratory Engineering Department University of Exeter Exeter EX4 4QF UK.ORCID https://orcid.org/0000-0003-3867-5137
Shyam PrasadDepartment of Gastroenterology Royal Devon University Healthcare NHS Foundation Trust Barrack Road Exeter EX2 5DW UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Early detection of bowel cancer is crucial for substantially improving patient outcomes, highlighting the need for less invasive diagnostic methods. Herein, an innovative diagnostic application of vibrating microrobots combined with laser speckle contrast imaging (LSCI) to minimally invasively estimate the elasticity of potential tumors and surrounding healthy tissue is proposed. By positioning a vibrating microrobot on tissue surfaces, the resonant frequencies of the resulting vibrations are analyzed to create detailed elasticity maps. These maps reveal tumor margins and provide critical information about the tumor's properties spatially. This approach leverages the high spatio-temporal resolution and noncontact nature of LSCI to offer a minimally invasive elastography method for potential use in colonoscopy, providing an alternative to complex and time-consuming biopsy analysis and advancing future cancer diagnostics.

Indexed as

bowel cancersearly detectionselastographiesmicrorobotsvibrations

Identifiers

PMID40852094
PMCPMC12370167

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.