Abdomen and Thoracic Imaging: An Engineering & Clinical Perspective PDF
Preview Abdomen and Thoracic Imaging: An Engineering & Clinical Perspective
Ayman S. El-Baz · Luca Saba Jasjit Suri Editors Abdomen and Thoracic Imaging An Engineering & Clinical Perspective Abdomen and Thoracic Imaging Ayman S. El-Baz (cid:129) Luca Saba (cid:129) Jasjit Suri Editors Abdomen and Thoracic Imaging An Engineering & Clinical Perspective Editors AymanS.El-Baz LucaSaba DepartmentofBioengineering UniversityofCagliari UniversityofLouisville Cagliari,Italy Louisville,KY,USA JasjitSuri BiomedicalTechnologies,Inc IdahoStateUniversity(Affiliated) Roseville,CA,USA ISBN978-1-4614-8497-4 ISBN978-1-4614-8498-1(eBook) DOI10.1007/978-1-4614-8498-1 SpringerNewYorkHeidelbergDordrechtLondon LibraryofCongressControlNumber:2013953312 ©SpringerScience+BusinessMediaNewYork2014 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionor informationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodologynowknownorhereafterdeveloped.Exemptedfromthislegalreservationarebriefexcerpts inconnectionwithreviewsorscholarlyanalysisormaterialsuppliedspecificallyforthepurposeofbeing enteredandexecutedonacomputersystem,forexclusiveusebythepurchaserofthework.Duplication ofthispublicationorpartsthereofispermittedonlyundertheprovisionsoftheCopyrightLawofthe Publisher’s location, in its current version, and permission for use must always be obtained from Springer.PermissionsforusemaybeobtainedthroughRightsLinkattheCopyrightClearanceCenter. ViolationsareliabletoprosecutionundertherespectiveCopyrightLaw. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexempt fromtherelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. While the advice and information in this book are believed to be true and accurate at the date of publication,neithertheauthorsnortheeditorsnorthepublishercanacceptanylegalresponsibilityfor anyerrorsoromissionsthatmaybemade.Thepublishermakesnowarranty,expressorimplied,with respecttothematerialcontainedherein. Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) Ayman S. El-Baz would like to dedicate this book to his wife, daughter, son, mother, and father. Luca Saba would like to dedicate this book to his parents Giovanni Saba and Raffaela Polla for their love. Jasjit Suri would like to dedicate this book to hischildrenHarmanSuriandNehaSuri, and his loving wife Malvika. Contents 1 Computer-AidedDiagnosisSystemsforAcuteRenalTransplant Rejection:ChallengesandMethodologies. . . . . . . . . . . . . . . . . . . . 1 MahmoudMostapha,FahmiKhalifa,AmirAlansary, AhmedSoliman,JasjitSuri,andAymanS.El-Baz 2 KidneyDetectionandSegmentationinContrast-Enhanced Ultrasound3DImages. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 37 RaphaelPrevost,BenoitMory,RemiCuingnet, Jean-MichelCorreas,LaurentD.Cohen,andRobertoArdon 3 RenalCortexSegmentationonComputedTomography. . . . . . . . . 69 XinjianChen,DehuiXiang,WeiJu,HemingZhao,andJianhuaYao 4 DiffuseFattyLiverDisease:FromDiagnosistoQuantification. . . . 99 Lu´ısCurvo-Semedo,DanielRamosAndrade,CatarinaRuivo, Cla´udiaPaulino,andFilipeCaseiro-Alves 5 MultimodalityApproachtoDetectionandCharacterization ofHepaticHemangiomas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123 RajanT.GuptaandDanieleMarin 6 UltrasoundLiverSurfaceandTexturalCharacterization fortheDetectionofLiverCirrhosis. . . . . . . . . . . . . . . . . . . . . . . . 145 RicardoRibeiro,RuiT.Marinho,JasjitSuri, andJ.MiguelSanches 7 MRImagingofHepatocellularCarcinoma. . . . . . . . . . . . . . . . . . . 169 DongHoLeeandJeongMinLee 8 MagneticResonanceImagingofAdenocarcinoma ofthePancreas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 209 RichardC.Semelka,LuzAdrianaEscobar,NajwaAlAnsari, andCharlesThomasAlexanderSemelka vii viii Contents 9 QuantitativeEvaluationofLiverFunctionWithin MRImaging. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 233 AkiraYamada 10 Diffusion-WeightedImagingoftheLiver. . . . . . . . . . . . . . . . . . . . 253 AliMuhi,TomoakiIchikawa,andUtarohMotosugi 11 Shape-BasedLiverSegmentationWithoutPrior StatisticalModels. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 279 AhmedAfifiandToshiyaNakaguchi 12 CTImagingCharacteristicsofHepatocellularCarcinoma. . . . . . . 317 MasahiroOkadaandTakamichiMurakami 13 ClinicalApplicationsofHepatobiliaryMRContrastAgents. . . . . . 347 AntoineWadihandSebastianFeuerlein 14 FastObjectDetectionUsingColorFeaturesforColonoscopy QualityMeasurements. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 365 JayanthaMuthukudage,JungHwanOh,RuwanNawarathna, WallapakTavanapong,JohnnyWong,andPietC.deGroen 15 ColonSurfaceRegistrationUsingRicciFlow. . . . . . . . . . . . . . . . . 389 WeiZeng,RuiShi,ZhengyuSu,andDavidXianfengGu 16 EfficientTopologicalCleaningforVisualColon SurfaceFlattening. . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . .. . . . 421 WeiZeng,RuiShi,ZhengyuSu,andDavidXianfengGu 17 TowardsSelf-ParameterizedActiveContoursforMedical ImageSegmentationwithEmphasisonAbdomen. . . . . . . . . . . . . . 443 EleftheriaA.Mylona,MichalisA.Savelonas,andDimitrisMaroulis 18 BridgingtheGapBetweenModelingofTumor GrowthandClinicalImaging. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 463 BehnazAbdollahi,NealDunlap,andHermannB.Frieboes 19 EvaluationofMedicalImageRegistrationbyUsing High-AccuracyImageMatchingTechniques. . . . . . . . . . . . . . . . . 489 ZishengLiandTsuneyaKurihara 20 PreclinicalVisualizationofHypoxia,Proliferation andGlucoseMetabolisminNon-smallCellLungCancer andItsMetastasis. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 509 Xiao-FengLiandYuanyuanMa 21 ThermoacousticImagingwithVHFSignalGeneration: ANewContrastMechanismforCancerImaging OverLargeFieldsofView. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 523 MichaelRoggenbuck,JaredCatenacci,RyanWalker, EricHanson,JiangHsieh,andS.K.Patch Contents ix 22 AutomatedProstateCancerLocalizationwithMultiparametric MagneticResonanceImaging. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 559 YusufArtan,ImamSamilYetik,andMasoomA.Haider 23 Ultrasound-FluoroscopyRegistrationforIntraoperative DynamicDosimetryinProstateBrachytherapy. . . . . . . . . . . . . . . 587 EhsanDehghan,NathanaelKuo,AntonDeguet,YiLe, ElwoodArmour,E.ClifBurdette,DannyY.Song, GaborFichtinger,JerryL.Prince,andJunghoonLee 24 Multi-Atlas-BasedSegmentationofPelvicStructures fromCTScansforPlanninginProstateCancerRadiotherapy. . . 623 OscarAcosta,JasonDowling,GaelDrean,AntoineSimon, RenauddeCrevoisier,andPascalHaigron 25 PropagatingSegmentationofaSingleExample toSimilarImages:DifferentialSegmentation oftheProstatein3-DMRI. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 657 EmmanouilMoschidisandJamesGraham 26 3DRegistrationofWhole-MountProstateHistology ImagestoExVivoMagneticResonanceImages UsingStrand-ShapedFiducials. . . . . . . . . . . . . . . . . . . . . . . . . . . . 683 E.Gibson,M.Gaed,J.A.Go´mez,M.Moussa,C.Romagnoli, S.Pautler,J.L.Chin,C.Crukley,G.S.Bauman, A.Fenster,andA.D.Ward 27 AnatomicalLandmarkDetection. . . . . . . . . . . . . . . . . . . . . . . . . . 717 DavidLiuandS.KevinZhou AbouttheEditors. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 755 Index. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 759
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