Evidence map›Paper›PMID 41431579›Full record

ArticleCureus2025

Design and Development of a Compact, Portable Nondispersive Infrared (NDIR)-Based Capnography Device for Real-Time End-Tidal Carbon Dioxide (CO₂) Monitoring.

Drin Rrmoku

Abstract read
In one paragraph

Article in Cureus, 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

1 author.

Drin RrmokuElectrical Engineering, Independent Practice, Prishtina, ALB.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Measuring carbon dioxide (CO₂) in exhaled breath provides critical insight into both ventilation and metabolism. Changes in CO₂ levels can indicate hypoventilation, airway obstruction, circulatory compromise, or metabolic imbalance, allowing the early detection of respiratory distress and other life-threatening conditions. Capnography provides continuous, non-invasive monitoring of respiratory status and metabolic function through the measurement of end-tidal CO₂ (ETCO₂). This work focuses on developing a low-cost, portable, battery-powered capnograph that enables accurate, continuous CO₂ monitoring with minimal discomfort during daily activities. This study presents the design of a portable, battery-powered capnograph for non-invasive monitoring, featuring high measurement precision and a lightweight form factor. The device integrates a rechargeable power system and a Bluetooth wireless interface to enable seamless data transmission to healthcare providers. Signal acquisition and CO₂ concentration estimation are processed in real time using an embedded microcontroller. The prototype successfully performs real-time CO₂ monitoring and wireless data transmission. Based on projected power consumption, the system enables a continuous runtime of up to approximately 22 hours on a 2000 mAh lithium battery, depending on usage conditions. Expected sensing performance follows the SprintIR-6S specifications, supporting measurements up to 20% CO₂ concentration within specified accuracy limits. The compact, portable design supports reliable continuous monitoring and may enhance the early detection of respiratory deterioration in both clinical and emergency settings. By enabling the rapid recognition of changes in ventilatory status, such a system has the potential to improve patient outcomes and expand access to timely respiratory care.

Indexed as

acute hypoxemic respiratory failurecapnographycarbon dioxide measurementend-tidal carbon dioxidehealthcare diagnostics technologyportable medical deviceresearch in emergency medicinerespiratory monitoring

Identifiers

PMID41431579
PMCPMC12718662

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.