Evidence map›Paper›PMID 41822664›Full record

ArticleCureus2026

An Inline System for Air-in-Line Detection and Automatic Occlusion in Peripheral Intravenous Therapy.

Drin Rrmoku

Abstract read
In one paragraph

Article in Cureus, 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

1 author.

Drin RrmokuElectrical Engineering, Independent Research/Practice, Prishtina, ALB.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The presence of air within intravenous (IV) infusion tubing represents a recognized safety concern in routine peripheral IV therapy, particularly when infusion sources run dry or lines are left unattended. While air-in-line detection systems are available in clinical practice, these approaches commonly involve alarm-based notification following detection events. This alarm-dependent approach leaves a gap in automatic mitigation and end-of-infusion control during common clinical workflows. This work presents the design and operating principle of a compact, low-cost, battery-powered air-in-line detection system intended for peripheral IV tubing. The device employs an infrared-based sensing approach to continuously monitor tubing for the presence of air and for conditions consistent with end of infusion, such as depletion of the fluid source. Upon detection, the system automatically actuates a mechanical occlusion mechanism to halt flow while simultaneously providing notification to clinical staff. Benchtop evaluation of the proposed system demonstrated a consistent change in infrared sensor output when air was present within standard intravenous tubing compared to fluid-filled conditions. Detection of air-in-line or end-of-infusion events triggered the control logic, resulting in activation of a user notification and engagement of the motor-driven clamping mechanism designed to interrupt flow. These observations support the feasibility of integrating optical air-in-line detection with automatic flow occlusion within a compact, pump-independent inline system. Existing air-in-line detection approaches typically involve alarm generation to notify clinical staff. The proposed system addresses this limitation by combining continuous monitoring with automatic physical interruption of flow, providing an additional layer of safety and an automated end-of-infusion shutoff mechanism. This approach has the potential to improve IV safety and reduce clinical workload during routine peripheral intravenous therapy.

Indexed as

air-in-line detectionautomatic occlusionhealthcare technologyinfusion therapyinline medical deviceintravenous safetypatient safety

Identifiers

PMID41822664
PMCPMC12978512

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.