Development of a urinometer for automatic measurement of urine flow in catheterized patients

dc.contributor.authorLafuente Carrasco, José Luis
dc.contributor.authorGonzález López, Samuel
dc.contributor.authorPuertas Sanz, Enrique
dc.contributor.authorGómez Tello, Vicente
dc.contributor.authorAvilés, Eva
dc.contributor.authorAlbo, Niza
dc.contributor.authorMateo, Claudia
dc.contributor.authorBeunza Nuin, Juan José
dc.date.accessioned2023-12-20T15:36:00Z
dc.date.available2023-12-20T15:36:00Z
dc.date.issued2023
dc.description.abstractUrinary flow measurement and colorimetry are vital medical indicators for critically ill patients in intensive care units. However, there is a clinical need for low-cost, continuous urinary flow monitoring devices that can automatically and in real-time measure urine flow. This need led to the development of a non-invasive device that is easy to use and does not require proprietary disposables. The device operates by detecting urine flow using an infrared barrier that returns an unequivocal pattern, and it is capable of measuring the volume of liquid in real-time, storing the history with a precise date, and returning alarms to detect critical trends. The device also has the ability to detect the color of urine, allowing for extended data and detecting problems in catheterized patients such as hematuria. The device is proposed as an automated clinical decision support system that utilizes the concept of the Internet of Medical Things. It works by using a LoRa communication method with the LoRaWAN protocol to maximize the distance to access points, reducing infrastructure costs in massive deployments. The device can send data wirelessly for remote monitoring and allows for the collection of data on a dashboard in a pseudonymous way. Tests conducted on the device using a gold standard medical grade infusion pump and fluid densities within the 1.005 g/ml to 1.030 g/ml urine density range showed that droplets were satisfactorily captured in the range of flows from less than 1 ml/h to 500 ml/h, which are acceptable ranges for urinary flow. Errors ranged below 15%, when compared to the values obtained by the hospital infusion pump used as gold standard. Such values are clinically adequate to detect changes in diuresis patterns, specially at low urine output ranges, related to renal disfunction. Additionally, tests carried out with different color patterns indicate that it detects different colors of urine with a precision in detecting RGB values <5%. In conclusion, the results suggest that the device can be useful in automatically monitoring diuresis and colorimetry in real-time, which can facilitate the work of nursing and provide automatic decision-making support to intensive care physicians.spa
dc.description.filiationUEMspa
dc.description.impact2.9 Q1 JCR 2023spa
dc.description.impact0.839 Q1 SJR 2023spa
dc.description.impactNo data IDR 2023spa
dc.description.sponsorshipSin financiaciónspa
dc.identifier.citationLafuente, J.-L., González, S., Puertas, E., Gómez-Tello, V., Avilés, E., Albo, N., Mateo, C., & Beunza, J.-J. (2023). Development of a urinometer for automatic measurement of urine flow in catheterized patients. PLOS ONE, 18(8), e0290319. https://doi.org/10.1371/journal.pone.0290319spa
dc.identifier.doi10.1371/journal.pone.0290319
dc.identifier.issn1932-6203
dc.identifier.urihttp://hdl.handle.net/11268/12466
dc.language.isoengspa
dc.peerreviewedSispa
dc.relation.publisherversionhttps://doi.org/10.1371/journal.pone.0290319spa
dc.rightsAttribution 4.0 Internationalspa
dc.rights.accessRightsopen accessspa
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/spa
dc.subject.otherUrologíaspa
dc.subject.otherInternet de las cosasspa
dc.subject.otherCatéteresspa
dc.subject.unescoSistema endocrinospa
dc.subject.unescoTecnología médicaspa
dc.subject.unescoTratamiento médicospa
dc.titleDevelopment of a urinometer for automatic measurement of urine flow in catheterized patientsspa
dc.typejournal articlespa
dspace.entity.typePublication
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relation.isAuthorOfPublication.latestForDiscovery8b081f0d-d082-4170-94f8-cd81068822b6

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