Evidence map›Paper›PMID 41840015›Full record

ArticleScientific reports2026

In vivo evaluation of a soft optical sensor for bleeding detection in colonoscopy.

Arincheyan Gerald, Kamin Palkawong-Na-Ayuddhaya, Viola Del Bono, Johann Pang, Hiroyuki Aihara, Sheila Russo

Abstract read
In one paragraph

Article in Scientific reports, 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.

Arincheyan GeraldDepartment of Mechanical Engineering, Boston University, 110 Cummington Mall, Boston, 02215, MA, USA.
Kamin Palkawong-Na-AyuddhayaDepartment of Mechanical Engineering, Boston University, 110 Cummington Mall, Boston, 02215, MA, USA. ikamin66@bu.edu.
Viola Del BonoDepartment of Mechanical Engineering, Boston University, 110 Cummington Mall, Boston, 02215, MA, USA.
Johann PangDepartment of Biomedical Engineering, Boston University, 44 Cummington Mall, Boston, 02215, MA, USA.
Hiroyuki AiharaBrigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, 02115, MA, USA.
Sheila RussoDepartment of Mechanical Engineering, Boston University, 110 Cummington Mall, Boston, 02215, MA, USA. russos@bu.edu.

Funding

A Soft Robotic Sleeve to Enable Safer and Easier Colonoscopy ProceduresR21EB029154 · NIBIB · BOSTON UNIVERSITY (CHARLES RIVER CAMPUS) · PI AIHARA, HIROYUKI, RUSSO, SHEILA · 2020 to 2020
$683k
NIH HHS R21EB029154
6 · The paper itself

Abstract

backgroundColonoscopy is an essential procedure that allows screening for colorectal cancer and other lower bowel diseases. However, the procedure itself poses the risk of inducing bleeding and perforation that could go undetected if it occurs behind the distal tip camera. A soft optical sensor has been developed as an add-on device onto the colonoscope to detect bleeding. Previously, the device was successfully tested on an ex-vivo bovine colon model. Advancing towards clinical trials, here we present results of the in-vivo evaluation of our device.

methodsThe device is evaluated using two Yorkshire pigs across two testing sessions by expert endoscopists. The sensor was assessed in terms of bleeding detection accuracy, navigation time, NASA TLX, safety, and device durability.

resultsThe soft optical blood sensor is able to achieve an accuracy of 92%, precision of 83%, sensitivity of 100%, and specificity of 87%. The average navigation time indicates that there is no significant clinical workflow interruption caused by the device. The average NASA TLX demonstrates that equipping the device does not contribute significantly to the increased workload. Lastly, the sensor remains intact and the colon has no damage observed after testing trials.

conclusionsThe sensor demonstrates its capability to reliably detect bleeding in pre-clinical trials without interrupting the clinical workflow. For the future work, the sensor could be evaluated with a larger cohort of users to progress towards clinical translation.

Indexed as

ColonoscopyGastrointestinal HemorrhageHemorrhageAnimalsColonoscopesEquipment DesignSwineBlood detectionColonoscopyIn vivoMedical devicesSoft optical sensing

Identifiers

PMID41840015
PMCPMC13125480

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LicenceCC BY-NC-ND
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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.