Monitoring of Lung Ultrasound Acquisition using Volume Sweep Imaging Protocol

dc.contributor.affiliationPontificia Universidad Católica del Perú. Laboratorio de Imágenes Médicas (LIM)
dc.contributor.affiliationPontificia Universidad Católica del Perú
dc.contributor.authorGuevara, N.
dc.contributor.authorMontoya, X.
dc.contributor.authorAlarcón, R.
dc.contributor.authorCastañeda, B.
dc.contributor.authorRomero Gutierrez, S.E.
dc.date.accessioned2026-03-13T16:59:22Z
dc.date.issued2023
dc.description.abstractThe lung is vulnerable to suffering from different diseases, for its diagnosis one of the imaging technologies is ultrasound; however, it requires an expert to perform the acquisition and interpretation of the same. In Peru, many rural areas have little technology and untrained personnel, so one solution is to divide the acquisition and diagnosis. In this way, the radiologist only receives the video and performs the diagnosis through it and the local personnel is trained to perform the Volume Sweep Imaging protocol; however, there are some mistakes during its performance which are detected lately. To solve this problem, the paper proposes the use of three different algorithms: Adaptive Threshold, Threshold + non-consecutive minimum distance analysis and Derivative Analysis + Peak Detection, which show a better accuracy in the longitudinal direction of 77.96%; nevertheless, their work principle needs to be reformulated for transverse acquisition, where accuracy is less than 50%. This result show is possible to validate the protocol for lung ultrasound and give feedback to the locally trained physicians.
dc.description.sponsorshipFunding: For this study, the authors acknowledge the support of CONCYTEC. In particular, Stefano Romero was under a scholarship for the doctoral program in Computer Science (174-2020-FONDECYT-PUCP). In additión, this project was made possible thanks to the BBVA Peru Foundatión (PI0726-PUCP-2).
dc.identifier.doihttps://doi.org/10.1117/12.2670172
dc.identifier.urihttp://hdl.handle.net/20.500.14657/206284
dc.language.isoeng
dc.publisherSPIE
dc.relation.conferencenameProceedings of SPIE - The InterNational Society for Optical Engineering; Vol. 12567 (2023)
dc.relation.ispartofurn:isbn:978-1-5106-6194-3
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectProtocol (science)
dc.subjectComputer science
dc.subjectLung ultrasound
dc.subjectUltrasound
dc.subjectVolume (thermodynamics)
dc.subjectData acquisition
dc.subjectComputer vision
dc.subjectMedical physics
dc.subjectArtificial intelligence
dc.subjectRadiology
dc.subjectReal-time computing
dc.subjectMedicine
dc.subjectPathology
dc.subject.ocdehttps://purl.org/pe-repo/ocde/ford#3.01.00
dc.titleMonitoring of Lung Ultrasound Acquisition using Volume Sweep Imaging Protocol
dc.typehttp://purl.org/coar/resource_type/c_5794
dc.type.otherComunicación de congreso
dc.type.versionhttps://vocabularies.coar-repositories.org/version_types/c_970fb48d4fbd8a85/

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