Evidence map›Paper›PMID 40251230›Full record

ArticleScientific reports2025

Coupled split square resonator based metamaterial sensor for realtime monitoring of air bubbles in IV channels.

Musa Ahmad, Mohammad Tariqul Islam, Touhidul Alam, Saleh Albadran, Ahmed Alzamil, Ahmed S Alshammari, Haitham Alsaif, Mohamed S Soliman, Md Shabiul Islam

Abstract read
In one paragraph

Article in Scientific reports, 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
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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

9 authors.

Musa AhmadPusat Sains Angkasa, Institut Perubahan Iklim, Universiti Kebangsaan Malaysia (UKM), 43600, Bangi, Selangor, Malaysia.
Mohammad Tariqul IslamDepartment of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia (UKM), 43600, Bangi, Selangor, Malaysia. tariqul@ukm.edu.my.
Touhidul AlamPusat Sains Angkasa, Institut Perubahan Iklim, Universiti Kebangsaan Malaysia (UKM), 43600, Bangi, Selangor, Malaysia. touhidul@ukm.edu.my.
Saleh AlbadranDepartment of Electrical Engineering, College of Engineering, University of Ha'il, Ha'il, 81481, Saudi Arabia.
Ahmed AlzamilDepartment of Electrical Engineering, College of Engineering, University of Ha'il, Ha'il, 81481, Saudi Arabia.
Ahmed S AlshammariDepartment of Electrical Engineering, College of Engineering, University of Ha'il, Ha'il, 81481, Saudi Arabia.
Haitham AlsaifDepartment of Electrical Engineering, College of Engineering, University of Ha'il, Ha'il, 81481, Saudi Arabia.
Mohamed S SolimanDepartment of Electrical Engineering, College of Engineering, Taif University, PO Box 11099, Taif, 21944, Saudi Arabia.
Md Shabiul IslamFaculty of Engineering (FOE), Multimedia University, Persiaran Multimedia, 63100, Cyberjaya, Selangor, Malaysia. shabiul.islam@mmu.edu.my.

Funding

Scientific Research Deanship at University of Ha'il Saudi Arabia RG-23260
6 · The paper itself

Abstract

Air embolism caused by undetected air bubbles in intravenous (IV) lines poses a critical risk in medical treatments, necessitating accurate and reliable detection systems. This study addresses this challenge by developing a novel metamaterial-based sensor for real-time monitoring of air bubbles in IV channels. The sensor employs a Single Negative Complementary Split Square Resonator (CSSR) coupled with a polymer-based microfluidic channel (PMC) to detect dielectric changes caused by air bubbles in flowing saline. Unlike traditional optical or ultrasonic methods, the proposed sensor offers a compact, cost-effective, and fabrication-friendly solution while maintaining high sensitivity of 78% and precision. Experimental validation demonstrated its capability to detect even small air bubbles, with resonant frequency shifts observed between 6.6 GHz and 6.9 GHz. This innovation provides a robust tool for enhancing patient safety by preventing air embolisms, with potential applications in broader biomedical sensing scenarios. By addressing a critical medical need through advanced metamaterial technology, this work contributes significantly to both healthcare monitoring and sensor design.

Indexed as

Embolism, AirEquipment DesignHumansBiomedical sensingLiquid sensingMetamaterial sensorMicrowave sensorTransmission line sensor

Identifiers

PMID40251230
PMCPMC12008186

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

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.