Enhancement of Visual Perception with Use of Dynamic Cues

dc.contributor.authorAndia, Marcelo E.
dc.contributor.authorPlett, Johannes
dc.contributor.authorTejos, Cristian
dc.contributor.authorGuarini, Marcelo W.
dc.contributor.authorNavarro, Maria E.
dc.contributor.authorRazmilic, Dravna
dc.contributor.authorMeneses, Luis
dc.contributor.authorVillalon, Manuel J.
dc.contributor.authorIrarrazaval, Pablo
dc.date.accessioned2024-01-10T12:05:14Z
dc.date.available2024-01-10T12:05:14Z
dc.date.issued2009
dc.description.abstractInstitutional review board approval and signed informed consent were not needed, as medical images included in public databases were used in this study. The purpose of this study was to improve the detection of microcalcifications on mammograms and lung nodules on chest radiographs by using the dynamic cues algorithm and the motion and flickering sensitivity of the human visual system (HVS). Different sets of mammograms from the Mammographic Image Analysis Society database and chest radiographs from the Japanese Society of Radiological Technology database were presented statically, as is standard, and in a video sequence generated with the dynamic cues algorithm. Nine observers were asked to rate the presence of abnormalities with a five-point scale (1, definitely not present; 5, definitely present). The data were analyzed with receiver operating characteristic (ROC) techniques and the Dorfman-Berbaum-Metz method. The video sequence generated with the dynamic cues algorithm increased the rate of detection of microcalcifications by 10.2% (P = .002) compared with that obtained with the standard static method, as measured by the area under the ROC curve. Similar results were obtained for lung nodules, with an increase of 12.3% (P = .0054). The increase in the rate of correct detection did not come just from the image contrast change produced by the algorithm but also from the fact that image frames generated with the dynamic cues algorithm were put together in a video sequence so that the motion sensitivity of the HVS could be used to facilitate the detection of low-contrast objects. (C) RSNA, 2009
dc.description.funderFONDECYT
dc.description.funderFONDEF
dc.fechaingreso.objetodigital2024-05-14
dc.format.extent7 páginas
dc.fuente.origenWOS
dc.identifier.doi10.1148/radiol.2502080168
dc.identifier.issn0033-8419
dc.identifier.pubmedidMEDLINE:19188323
dc.identifier.urihttps://doi.org/10.1148/radiol.2502080168
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/75971
dc.identifier.wosidWOS:000265642800031
dc.information.autorucMedicina;Andia ME;S/I;90691
dc.information.autorucIngeniería;Guarini MW ;S/I;99643
dc.information.autorucIngeniería;Irarrazaval P;S/I;57376
dc.information.autorucMedicina;Meneses L ;S/I;10742
dc.information.autorucMedicina;Navarro ME ;S/I;100233
dc.information.autorucIngeniería;Plett J ;S/I;17766
dc.information.autorucMedicina;Razmilic D;S/I;114040
dc.information.autorucIngeniería;Tejos C ;S/I;4027
dc.information.autorucCiencias Biológicas;Villalon MJ;S/I;99264
dc.issue.numero2
dc.language.isoen
dc.nota.accesocontenido parcial
dc.pagina.final557
dc.pagina.inicio551
dc.publisherRADIOLOGICAL SOC NORTH AMERICA
dc.revistaRADIOLOGY
dc.rightsacceso restringido
dc.subjectCOMPUTER-AIDED DIAGNOSIS
dc.subjectCHEST RADIOGRAPHS
dc.subjectLUNG NODULES
dc.subjectMOTION
dc.subject.ods05 Gender Equality
dc.subject.ods03 Good Health and Well-being
dc.subject.odspa05 Igualdad de género
dc.subject.odspa03 Salud y bienestar
dc.titleEnhancement of Visual Perception with Use of Dynamic Cues
dc.typeartículo
dc.volumen250
sipa.codpersvinculados90691
sipa.codpersvinculados99643
sipa.codpersvinculados57376
sipa.codpersvinculados10742
sipa.codpersvinculados100233
sipa.codpersvinculados17766
sipa.codpersvinculados114040
sipa.codpersvinculados4027
sipa.codpersvinculados99264
sipa.indexWOS
sipa.indexScopus
sipa.trazabilidadCarga SIPA;09-01-2024
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