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hal.structure.identifierMedisysResearch Lab [Medisys]
dc.contributor.authorCuingnet, Rémi*
hal.structure.identifierMedisysResearch Lab [Medisys]
dc.contributor.authorSomphone, Oudom*
hal.structure.identifierMedisysResearch Lab [Medisys]
dc.contributor.authorMory, Benoît*
hal.structure.identifierCEntre de REcherches en MAthématiques de la DEcision [CEREMADE]
dc.contributor.authorPrevost, Raphaël*
hal.structure.identifierInstitute of Biomedical Engineering [Oxford] [IBME]
dc.contributor.authorYaqub, Mohammad*
hal.structure.identifier
dc.contributor.authorNapolitano, Raffaele*
hal.structure.identifier
dc.contributor.authorPapageorghiou, A.*
hal.structure.identifierPhilips Ultrasound Bothell
dc.contributor.authorRoundhill, David*
hal.structure.identifierInstitute of Biomedical Engineering [Oxford] [IBME]
dc.contributor.authorNoble, J. Alison*
hal.structure.identifierMedisysResearch Lab [Medisys]
dc.contributor.authorArdon, Roberto*
dc.date.accessioned2014-01-14T14:50:43Z
dc.date.available2014-01-14T14:50:43Z
dc.date.issued2013
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/12425
dc.language.isoenen
dc.subjectauto-alignment
dc.subjectultrasound
dc.subjectrandom forest
dc.subjecttemplate deformation
dc.subject.ddc006.3en
dc.titleWhere is my baby? A fast fetal head auto-alignment in 3D-ultrasound
dc.typeCommunication / Conférence
dc.contributor.editoruniversityotherNuffield Department of Obstetrics and Gynaecology University of Oxford (UK);Royaume-Uni
dc.contributor.editoruniversityotherInstitute of Biomedical Engineering [Oxford] http://www.ibme.ox.ac.uk/ Department of Engineering Science – University of Oxford;Royaume-Uni
dc.description.abstractenUltrasonography is the main modality for prenatal screening examination of the fetal central nervous system. Due to the variability of the position of the fetal brain relatively to the probe, getting through structures of interest requires both time and a high level of expertise. The method presented in this paper aims at helping the clinician navigate through the brain by automatically aligning the head in near real time (<; 1 s) in a 3D ultrasound volume. The alignment is obtained by defining a frame of reference based on the skull, the mid-sagittal plan and the orbits of the eyes; their signals remain strong and stable across acquisitions. They are detected by combining state-of-the-art techniques (random forests and template deformation). Our method has proven fast and accurate on a dataset of 78 volumes (19-24 gestational weeks): maximal alignment errors' medians range from 5.1 to 5.8mm for the transcerebellar, transventricular and transthalamic planes.
dc.identifier.citationpages768 - 771
dc.relation.ispartoftitleISBI 2013
dc.relation.ispartofpublnameIEEE
dc.relation.ispartofpublcityPiscataway, NJ
dc.relation.ispartofdate2013
dc.subject.ddclabelIntelligence artificielleen
dc.relation.ispartofisbn978 -1- 4673 - 6454 -6
dc.relation.confcountryUNITED STATES
dc.relation.forthcomingnonen
dc.identifier.doi10.1109/ISBI.2013.6556588
dc.description.ssrncandidatenon
dc.description.halcandidateoui
dc.description.readershiprecherche
dc.description.audienceInternational
dc.date.updated2018-01-15T11:06:12Z
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