Information Processing in Medical Imaging: 27th International Conference, IPMI 2021, Virtual Event, June 28–June 30, 2021, Proceedings (Lecture Notes in Computer Science, 12729) PDF
Preview Information Processing in Medical Imaging: 27th International Conference, IPMI 2021, Virtual Event, June 28–June 30, 2021, Proceedings (Lecture Notes in Computer Science, 12729)
Aasa Feragen Stefan Sommer Julia Schnabel Mads Nielsen (Eds.) 9 2 7 Information Processing 2 1 S C in Medical Imaging N L 27th International Conference, IPMI 2021 Virtual Event, June 28–June 30, 2021 Proceedings Lecture Notes in Computer Science 12729 FoundingEditors GerhardGoos KarlsruheInstituteofTechnology,Karlsruhe,Germany JurisHartmanis CornellUniversity,Ithaca,NY,USA EditorialBoardMembers ElisaBertino PurdueUniversity,WestLafayette,IN,USA WenGao PekingUniversity,Beijing,China BernhardSteffen TUDortmundUniversity,Dortmund,Germany GerhardWoeginger RWTHAachen,Aachen,Germany MotiYung ColumbiaUniversity,NewYork,NY,USA Moreinformationaboutthissubseriesathttp://www.springer.com/series/7412 · · · Aasa Feragen Stefan Sommer Julia Schnabel Mads Nielsen (Eds.) Information Processing in Medical Imaging 27th International Conference, IPMI 2021 Virtual Event, June 28–June 30, 2021 Proceedings Editors AasaFeragen StefanSommer TechnicalUniversityofDenmark UniversityofCopenhagen KgsLyngby,Denmark Copenhagen,Denmark JuliaSchnabel MadsNielsen King’sCollegeLondon UniversityofCopenhagen London,UK Copenhagen,Denmark ISSN 0302-9743 ISSN 1611-3349 (electronic) LectureNotesinComputerScience ISBN 978-3-030-78190-3 ISBN 978-3-030-78191-0 (eBook) https://doi.org/10.1007/978-3-030-78191-0 LNCSSublibrary:SL6–ImageProcessing,ComputerVision,PatternRecognition,andGraphics ©SpringerNatureSwitzerlandAG2021 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface TheInformationProcessinginMedicalImaging(IPMI)conferenceshavealonghistory and broad reach. Since 1969, the conferences have taken place on either side of the Atlantic,andtheveryfirstIPMIinAsiaoccurredfiftyyearslaterinHongKong.IPMI 2021,thetwenty-seventhconferenceintheseries,wasscheduledtohappeninDenmark ontheislandofBornholmintheBalticSea.However,inthespringandsummerof2021, theCOVID-19pandemicremainedachallengeinlargepartsoftheworld.Thoughswift and extensive vaccination programs promised to soon reclaim normality, uncertainty related to international travel made a large physical gathering impossible. Therefore, IPMI2021wasthefirstintheconferenceseriestotakeplacenotinAsia,theUSA,or Europe,butentirelyvirtually. AllthesedecadeshaveestablishedtraditionsthatgivetheIPMIconferencesavery specialfeelandhelptopromotetheseries’hallmarks:IPMIplacestheutmostimportance onhigh-qualitysubmissionscoupledwithpresentationsandthoroughdiscussionsofthe presentedcontributions.Tofacilitatethis,thevenuesareoftenchoseninremotelocations andtheconferenceshavediscussiongroups,socialactivities,andunlimiteddiscussion timeforeachpresentation.In2021,wewerechallengedwithorganizingaconference thatkeptasmanyoftheseaspectsaspossibleinavirtualvenue.Wemadeeveryeffort to retain the IPMI traditions and ideas while navigating the restrictions of a virtual conference. IPMI 2021 built on the traditional study groups to extend the discussions to both paperspresentedorallyandinpostersessions.Thevirtualsettingallowedstudygroups tomeetbeforetheconferencetostartthediscussionsandnetworkinthegroups.During the conference, poster sessions ran twice to accommodate time-zone differences. In addition to live talks, oral presenters had posters where participants could meet and discuss the paper and presentations according to their time-zone preference, with no restrictionsonduration. Gitte Moos Knudsen, Professor at the Department of Neurology and Chair of the NeurobiologyResearchUnit,CopenhagenUniversityHospital,gavethekeynoteatIPMI 2021.AndofcoursetheconferenceincludedthetraditionalIPMIsoccermatch,thistime withoutaphysicalball. IPMI 2021 received 204 submissions, of which 200 papers went into peer review andwerereviewedbyatleast3reviewerseach.Followingthereviewingprocess,each paperthatreceivedatleastone“accept”wasreadbyoneormoremembersofthePaper Selection Committee, and most of these papers were discussed at the paper selection meeting. 59 submissions were accepted for publication and presentation at the con- ference, resulting in a 30% acceptance rate. At the conference, 19 oral presentations and 40 posters were presented on topics ranging from brain connectivity, image reg- istrationandsegmentation,causalmodelsandinterpretability,representationlearning, computer-assistedintervention,differentialgeometry,andshapeanalysis. Oneofthedefiningprioritiesthroughouttheorganizationwasdiversity.Inparticular, allcommitteeshadatleast40%representationofeithergender,andwealsostrivedfor vi Preface adiversereviewingpool.Weareexcitedtonotethatamongtheacceptedpaperswefind firstauthorsfromAsia,Africa,NorthAmericaandEurope–atrendthatwehopewill continue. The François Erbsmann Prize is awarded to a young scientist of age 35 or below, whoisthefirstauthorofapaper,givinghis/herfirstoralpresentationatIPMI.Theprize wasawardedtooneofthe18eligibleoralpresenters,andawardsweregivenforthebest posterpresentations. The IPMI 2021 organizing team would like to send a special thanks to both the Scientific Committee and the Paper Selection Committee: the 166 reviewers did an excellentjobinreviewingthesubmittedpapers.ThePaperSelectionCommittee-Polina Golland, Martin Styner, Albert Chung, Ender Konukoglu, Marleen de Bruijne, Dorin Comaniciu, Ipek Oguz, and Demian Wassermann - reached decisions for each paper basedonthereviewsandthoroughdiscussionsinthecommittee.Duetothepandemic, thepaperselectionmeetingwasvirtualaswell.This,however,provednoobstaclefor thework:thecommitteeworkedefficientlythroughanumberoflonghoursonZoomto decideonthefinallistofacceptedpapers. WewouldliketothanktheIPMIboardforgivingustheopportunitytohostIPMI 2021, and for valuable discussions on how to handle the difficult situation regarding the COVID-19 pandemic. This in particular applies to Albert Chung, who in addition tobeingchairmanoftheIPMIboardwasalsotheorganizerofIPMI2019.Alberthas beeninvaluableinsharingexperiencesonorganizationalaspectsandindiscussinghow toorganizethefirstvirtualIPMI. IPMI 2021 was supported financially by the Carlsberg Foundation, the Lundbeck Foundation,theOttoMønstedFoundation,andSpringer.Weareextremelygratefulfor the support which has allowed us to offer a number of IPMI scholarships for partic- ipants needing financial assistance to attend IPMI as well as a general reduction in registration fees. Furthermore, we wish to thank our universities – the University of Copenhagen, the Technical University of Denmark, and King’s College London - for generousorganizationalandadministrativesupport. We have been delighted to organize IPMI 2021 and present the range of excellent scientific work covered in this volume. We hope IPMI 2021 offered the best possible experience for a first time virtual IPMI. Perhaps IPMI 2021 will be the only virtual conferenceintheseries,orperhapssomeformofvirtualitywillpersistorreappearin futureIPMIs.Wedidourverybesttoorganizetheconferenceinaverydifficulttime. May2021 StefanSommer AasaFeragen JuliaSchnabel MadsNielsen Organization ConferenceChairs StefanSommer UniversityofCopenhagen,Denmark AasaFeragen TechnicalUniversityofDenmark,Denmark JuliaSchnabel King’sCollegeLondon,UK MadsNielsen UniversityofCopenhagen,Denmark CommunicationsandLocalOrganization NannaHøjholt UniversityofCopenhagen,Denmark PaperSelectionCommittee PolinaGolland MassachusettsInstituteofTechnology,USA MartinStyner UniversityofNorthCarolinaatChapelHill,USA AlbertChung TheHongKongUniversityofScienceandTechnology, HongKong EnderKonukoglu ETHZurich,Switzerland MarleendeBruijne Erasmus MC the Netherlands, and University of Copenhagen,Denmark DorinComaniciu SiemensHealthineers,USA IpekOguz Vanderbilt,USA DemianWassermann Inria,France ScientificCommittee AdrianV.Dalca MassachusettsInstituteofTechnology,USA AkshayPai Cerebriu,Denmark AlexisArnaudon ImperialCollegeLondon,UK AliceBarbaraTumpach UniversityofLille,France AlisonNoble UniversityofOxford,UK AnandJoshi UniversityofSouthernCalifornia,USA AndreaFuster EindhovenUniversityofTechnology,theNetherlands AndrewKing King’sCollegeLondon,UK AnnaCalissano PolitecnicodiMilano,Italy AnujSrivastava FloridaStateUniversity,USA ArchanaVenkataraman JohnsHopkinsUniversity,USA ArrateMunozBarrutia UniversidadCarlosIIIdeMadrid,Spain AyushiSinha PhilipsResearch,USA viii Organization BabaVemuri UniversityofFlorida,USA BeatrizPaniagua Kitware,USA BenGlocker ImperialCollegeLondon,UK BennettA.Landman VanderbiltUniversity,USA BenoitDawant VanderbiltUniversity,USA BjoernMenze TechnicalUniversityofMunich,Germany BoklyeKim UniversityofMichigan,USA BoudewijnLelieveldt LeidenUniversityMedicalCenter,theNetherlands BulatIbragimov UniversityofCopenhagen,Denmark Carl-FredrikWestin HarvardUniversity,USA CaroleH.Sudre UniversityCollegeLondon,UK CarolinePetitjean UniversitédeRouen,France CatieChang VanderbiltUniversity,USA ChantalTax CardiffUniversity,UK ChaoChen StonyBrookUniversity,USA ChenChen ImperialCollegeLondon,UK ChenQin ImperialCollegeLondon,UK ChristofSeiler MaastrichtUniversity,theNetherlands ChuyangYe BeijingInstituteofTechnology,China ClaireCury Inria,France ClaraSanchezGutierrez RadboudUMC,theNetherlands DanielAlexander UniversityCollegeLondon,UK DanielRueckert ImperialCollegeLondon,UK DarkoStern TechnicalUniversityofGraz,Austria DianaMateus CentraleNantes,France DouQi TheChineseUniversityofHongKong,HongKong DzungPham HenryM.JacksonFoundation,USA EhsanAdeli StanfordUniversity,USA ElizabethA.Krupinski UniversityofArizona,USA EnzoFerrante CONICET,Argentina ErikB.B.Dam UniversityofCopenhagen,Denmark ErnstSchwartz MedicalUniversityofVienna,Austria ErtuncErdil ETHZurich,Switzerland EstherE.Bron ErasmusMC,theNetherlands EstherPuyol-Antón King’sCollegeLondon,UK Francois-XavierVialard UniversityofParis-Est,France FrithjofKruggel UCIrvine,USA GaryE.Christensen UniversityofIowa,USA GemmaPiella PompeuFabraUniversity,Spain GhadaZamzmi NIH,USA GuidoGerig NewYorkUniversity,USA HarshitaSharma UniversityofOxford,UK HerveLombaert MicrosoftResearch-InriaJointCentre,France HongzhiWang IBMResearch,USA IsabelleBloch TélécomParis,France IslemRekik IstanbulTechnicalUniversity,Turkey Organization ix IvanEzhov TechnicalUniversityofMunich,Germany IvorJ.A.Simpson UniversityofSussex,UK JamesS.Duncan YaleUniversity,USA JamesGee UniversityofPennsylvania,USA JanKybic CzechTechnicalUniversityinPrague,CzechRepublic JanaHutter King’sCollegeLondon,UK JensPetersen UniversityofCopenhagen,Denmark JeppeThagaard Visiopharm,Denmark JerryL.Prince JohnsHopkinsUniversity,USA JesperL.Hinrich UniversityofCopenhagen,Denmark JohnAshburner UniversityCollegeLondon,UK JonSporring UniversityofCopenhagen,Denmark JosephReinhardt UniversityofIowa,USA JustinHaldar UniversityofSouthernCalifornia,USA KaleemSiddiqi McGillUniversity,Canada KarlRohr UniversityofHeidelberg,Germany KarthikGopinath ETSMontreal,Canada KayhanBatmanghelich UniversityofPittsburgh,USA KilianPohl SRI,USA KlausH.Maier-Hein GermanCancerResearchCenter(DKFZ),Germany LauraIgual UniversitatdeBarcelona,Spain LaurentRisser CNRS,France LeiDu NorthwesternPolytechnicalUniversity,USA LeiLi ShanghaiJiaoTongUniversity,China LiShen UniversityofPennsylvania,USA LiTang UniversityofIowa,USA LillaZöllei MassachusettsGeneralHospital,USA LinweiWang RochesterInstituteofTechnology,USA LupingZhou UniversityofSydney,Australia M.JorgeCardoso King’sCollegeLondon,UK MagdaliniPaschali TechnischeUniversitätMünchen,Germany MahdiehKhanmohammadi UniversityofStavanger,Norway MarcNiethammer UNC,USA MarcoLorenzi Inria,France MarcoPizzolato TechnicalUniversityofDenmark,Denmark MariaA.Zuluaga EURECOM,France MathildeBateson ETSMontreal,Canada MatthewToews Écoledetechnologiesupérieure,Canada MattiasHeinrich UniversityofLuebeck,Germany MichelaAntonelli King’sCollegeLondon,UK MingchenGao UniversityatBuffalo,USA MingxiaLiu UNC,USA MooChung UniversityofWisconsinatMadison,USA NatashaLepore Children’sHospitalLosAngeles,USA NicolaRieke NVIDIA,Germany NinaMiolane StanfordUniversity,USA
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