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Combining Multifractal Analyses of Digital Mammograms and Infrared Thermograms to Assist in Early Breast Cancer Diagnosis

hal.structure.identifierInstitute of Continuous Media Mechanics of the RAS [ICMM]
dc.contributor.authorGERASIMOVA-CHECHKINA, Evgeniya
hal.structure.identifierCompuMAINE Laboratory, Department of Mathematics and Statics
dc.contributor.authorTONER, Brian
hal.structure.identifierCompuMAINE Laboratory, Department of Mathematics and Statics
dc.contributor.authorMARIN, Zach
hal.structure.identifierLaboratoire de Physique de l'ENS Lyon [Phys-ENS]
dc.contributor.authorAUDIT, Benjamin
hal.structure.identifierLaboratoire de Physique de l'ENS Lyon [Phys-ENS]
dc.contributor.authorROUX, Stéphane
hal.structure.identifierLaboratoire Ondes et Matière d'Aquitaine [LOMA]
hal.structure.identifierLaboratoire de Physique de l'ENS Lyon [Phys-ENS]
dc.contributor.authorARGOUL, Françoise
hal.structure.identifierCompuMAINE Laboratory, Department of Mathematics and Statics
dc.contributor.authorKHALIL, André
hal.structure.identifierDepartment of Therapeutic and Propedeutic Dentistry
dc.contributor.authorGILEVA, Olga
hal.structure.identifierInstitute of Continuous Media Mechanics of the RAS [ICMM]
dc.contributor.authorNAIMARK, Oleg
hal.structure.identifierLaboratoire Ondes et Matière d'Aquitaine [LOMA]
hal.structure.identifierLaboratoire de Physique de l'ENS Lyon [Phys-ENS]
dc.contributor.authorARNEODO, Alain
dc.contributor.editorGutmanas
dc.contributor.editorE. Y. and Naimark
dc.contributor.editorO. B. and Sharkeev
dc.contributor.editorY. P.
dc.date.issued2016-08-02
dc.date.conference2016-03-22
dc.description.abstractEnWe used a 1D wavelet transform modulus maxima (WTMM) method to analyze the temporal fluctuations ofbreast skin temperature recorded with an infrared (IR) camera from a panel of patients with breast cancer. This studyshows that the multifractal complexity of temperature fluctuations observed in healthy breasts, is lost in the region of themalignant tumor in cancerous breasts. Then, we applied the 2D WTMM method to analyze the spatial fluctuations ofbreast density in the X-ray mammograms of the same patients. Compared to the correlated roughness fluctuationsobserved in the healthy areas, some clear loss of correlations is detected in malignant tumor foci. These physiological andarchitectural changes in the environment of malignant tumors detected in both thermograms and mammograms open newperspectives in computer-aided multifractal methods to assist in early breast cancer diagnosis.
dc.language.isoen
dc.rights.urihttp://creativecommons.org/licenses/by/
dc.subject.enCancer
dc.subject.enSpatial analysis
dc.subject.enThermal analysis
dc.subject.enInfrared detectors
dc.subject.enWavelet transform
dc.title.enCombining Multifractal Analyses of Digital Mammograms and Infrared Thermograms to Assist in Early Breast Cancer Diagnosis
dc.typeCommunication dans un congrès
dc.identifier.doi10.1063/1.4960237
dc.subject.halPhysique [physics]/Physique [physics]/Biophysique [physics.bio-ph]
bordeaux.page020018
bordeaux.volume1760
bordeaux.countryRU
bordeaux.conference.cityTomsk
bordeaux.peerReviewednon
hal.identifierhal-01556060
hal.version1
hal.invitednon
hal.proceedingsnon
hal.conference.end2016-03-26
hal.popularnon
hal.audienceInternationale
hal.origin.linkhttps://hal.archives-ouvertes.fr//hal-01556060v1
bordeaux.COinSctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.date=2016-08-02&rft.volume=1760&rft.spage=020018&rft.epage=020018&rft.au=GERASIMOVA-CHECHKINA,%20Evgeniya&TONER,%20Brian&MARIN,%20Zach&AUDIT,%20Benjamin&ROUX,%20St%C3%A9phane&rft.genre=unknown


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