Evidence map›Paper›PMID 39996989›Full record

ArticleBiosensors2025

Differential Measurement of Involuntary Breathing Movements.

Jacob Seman, Carlos Rodriguez Amaro, Lillian Tucker, Jordan M Fleury, Keegan Erickson, Gannon White, Talles Batista Rattis Santos, Michelle M Mellenthin

Abstract read
In one paragraph

Article in Biosensors, 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

8 authors.

Jacob SemanDepartment of Computer Science and Engineering, Colorado Mesa University, Grand Junction, CO 81501, USA.
Carlos Rodriguez AmaroDepartment of Computer Science and Engineering, Colorado Mesa University, Grand Junction, CO 81501, USA.ORCID 0009-0007-4073-7233
Lillian TuckerDepartment of Computer Science and Engineering, Colorado Mesa University, Grand Junction, CO 81501, USA.
Jordan M FleuryDepartment of Kinesiology, Colorado Mesa University, Grand Junction, CO 81501, USA.
Keegan EricksonDepartment of Computer Science and Engineering, Colorado Mesa University, Grand Junction, CO 81501, USA.
Gannon WhiteDepartment of Kinesiology, Colorado Mesa University, Grand Junction, CO 81501, USA.
Talles Batista Rattis SantosDepartment of Computer Science and Engineering, Colorado Mesa University, Grand Junction, CO 81501, USA.ORCID 0000-0002-8887-5607
Michelle M MellenthinDepartment of Computer Science and Engineering, Colorado Mesa University, Grand Junction, CO 81501, USA.ORCID 0009-0003-6552-1261

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Free divers are known to experience a physiological response during extreme breath holding, causing involuntary breathing movements (IBMs). To investigate these movements, a low-cost multi-core ESP32-Pico microcontroller prototype was developed to measure IBMs during a static breath hold. This novel device, called the bioSense, uses a differential measurement between two accelerometers placed on the sternum and the xiphoid process to acquire breathing-related movements. Sensor placement allowed for data acquisition that was posture- and body-shape-agnostic. Sensor placement was also designed to be as non-intrusive as possible and precisely capture breathing movements at configurable sampling rates. Measurements from the device were sent over WiFi to be accessed on a password-protected webserver and backed up to a micro-secure digital (microSD) card. This device was used in a pilot study, where it captured the various phases of breathing experienced by recreational free divers alongside a force plate measurement system for comparison.

Indexed as

Biosensing TechniquesRespirationAccelerometryBreath HoldingHumansMovementaccelerometerbreathing movementsdifferential measurements

Identifiers

PMID39996989
PMCPMC11852619

What OpenQuestion holds

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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.