Information Processing in Medical Imaging: 27th International Conference, IPMI 2021, Virtual Event, June 28–June 30, 2021, Proceedings (Lecture Notes in Computer Science, 12729)

784 Pages·2021·140.145 MB·English

by  Aasa Feragen (editor), Stefan Sommer (editor), Julia Schnabel (editor), Mads Nielsen (editor)

Aasa Feragen
Stefan Sommer
Julia Schnabel
Mads Nielsen (Eds.)
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Information Processing
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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
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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