Lecture Notes in Computer Science 9350

Commenced Publication in 1973Founding and Former Series Editors:Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen

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David HutchisonLancaster University, Lancaster, UK

Takeo KanadeCarnegie Mellon University, Pittsburgh, PA, USA

Josef KittlerUniversity of Surrey, Guildford, UK

Jon M. KleinbergCornell University, Ithaca, NY, USA

Friedemann MatternETH Zürich, Zürich, Switzerland

John C. MitchellStanford University, Stanford, CA, USA

Moni NaorWeizmann Institute of Science, Rehovot, Israel

C. Pandu RanganIndian Institute of Technology, Madras, India

Bernhard SteffenTU Dortmund University, Dortmund, Germany

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More information about this series at http://www.springer.com/series/7412

Nassir Navab · Joachim HorneggerWilliam M. Wells · Alejandro F. Frangi (Eds.)

Medical Image Computingand Computer-AssistedIntervention – MICCAI 201518th International ConferenceMunich, Germany, October 5–9, 2015Proceedings, Part II

ABC

EditorsNassir NavabTechnische Universität MünchenGarchingGermany

Joachim HorneggerFriedrich-Alexander-Universität

Erlangen-NürnbergErlangenGermany

William M. WellsBrigham and Women’s HospitalHarvard Medical SchoolBostonUSA

Alejandro F. FrangiUniversity of SheffieldSheffieldUK

ISSN 0302-9743 ISSN 1611-3349 (electronic)Lecture Notes in Computer ScienceISBN 978-3-319-24570-6 ISBN 978-3-319-24571-3 (eBook)DOI 10.1007/978-3-319-24571-3

Library of Congress Control Number: 2015949456

LNCS Sublibrary: SL6 – Image Processing, Computer Vision, Pattern Recognition, and Graphics

Springer Cham Heidelberg New York Dordrecht Londonc© Springer International Publishing Switzerland 2015

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Preface

In 2015, the 18th International Conference on Medical Image Computing andComputer-Assisted Intervention (MICCAI 2015) was held in Munich, Germany.It was organized by the Technical University Munich (TUM) and the FriedrichAlexander University Erlangen-Nuremberg (FAU). The meeting took place inthe Philharmonic Hall “Gasteig” during October 6-8, one week after the world-famous Oktoberfest. Satellite events associated with MICCAI 2015 took placeon October 5 and October 9 in the Holiday Inn Hotel Munich City Centreand Klinikum rechts der Isar. MICCAI 2015 and its satellite events attractedword-leading scientists, engineers, and clinicians, who presented high-standardpapers, aiming at uniting the fields of medical image processing, medical imageformation, and medical robotics.

This year the triple anonymous review process was organized in severalphases. In total, 810 valid submissions were received. The review process washandled by one primary and two secondary Program Committee members foreach paper. It was initiated by the primary Program Committee member, whoassigned a minimum of three expert reviewers. Based on these initial reviews,79 papers were directly accepted and 248 papers were rejected. The remainingpapers went to the rebuttal phase, in which the authors had the chance to re-spond to the concerns raised by reviewers. The reviews and associated rebuttalswere subsequently discussed in the next phase among the reviewers leading tothe acceptance of another 85 papers and the rejection of 118 papers. Subse-quently, secondary Program Committee members issued a recommendation foreach paper by weighing both the reviewers’ recommendations and the authors’rebuttals. This resulted in “accept” for 67 papers and in “reject” for 120 papers.The remaining 92 papers were discussed at a Program Committee meeting inGarching, Germany, in May 2015, where 36 out of 75 Program Committee mem-bers were present. During two days, the 92 papers were examined by expertsin the respective fields resulting in another 32 papers being accepted. In total263 papers of the 810 submitted papers were accepted which corresponds to anacceptance rate of 32.5%.

The frequency of primary and secondary keywords is almost identical in thesubmitted, the rejected, and the accepted paper pools. The top five keywords ofall submissions were machine learning (8.3%), segmentation (7.1%), MRI (6.6%),and CAD (4.9%).

The correlation between the initial keyword counts by category and the ac-cepted papers was 0.98. The correlation with the keyword distribution of therejected papers was 0.99. The distributions of the intermediate accept and re-ject phases was also above 0.9 in all cases, i.e., there was a strong relationshipbetween the submitted paper categories and the finally accepted categories. Thekeyword frequency was essentially not influenced by the review decisions. As a

VI Preface

conclusion, we believe the review process was fair and the distribution of topicsreflects no favor of any particular topic of the conference.

This year we offered all authors the opportunity of presenting their workin a five-minute talk. These talks were organized in 11 parallel sessions settingthe stage for further scientific discussions during the poster sessions of the mainsingle-track conference. Since we consider all of the accepted papers as excellent,the selection of long oral presentations representing different fields in a singletrack was extremely challenging. Therefore, we decided to organize the papers inthese proceedings in a different way than in the conference program. In contrastto the conference program, the proceedings do not differentiate between posterand oral presentations. The proceedings are only organized by conference topics.Only for the sake of the conference program did we decide on oral and posterpresentations. In order to help us in the selection process, we asked the authors tosubmit five-minute short presentations. Based on the five-minute presentationsand the recommendations of the reviewers and Program Committee members,we selected 36 papers for oral presentation. We hope these papers to be to someextent representative of the community covering the entire MICCAI spectrum.The difference in raw review score between the poster and oral presentationswas not statistically significant (p > 0.1). In addition to the oral presentationselection process, all oral presenters were asked to submit their presentationstwo months prior to the conference for review by the Program Committee whochecked the presentations thoroughly and made suggestions for improvement.

Another feature in the conference program is the industry panel that featuresleading members of the medical software and device companies who gave theiropinions and presented their future research directions and their strategies fortranslating scientific observations and results of the MICCAI community intomedical products.

We thank Aslı Okur, who did an excellent job in the preparation of the con-ference. She took part in every detail of the organization for more than one year.We would also like to thank Andreas Maier, who supported Joachim Horneggerin his editorial tasks following his election as president of the Friedrich AlexanderUniversity Erlangen-Nuremberg (FAU) in early 2015. Furthermore, we thank thelocal Organizing Committee for arranging the wonderful venue and the MICCAIStudent Board for organizing the additional student events ranging from a tourto the BMW factory to trips to the world-famous castles of Neuschwanstein andLinderhof. The workshop, challenge, and tutorial chairs did an excellent job inenriching this year’s program. In addition, we thank the MICCAI society forprovision of support and insightful comments as well as the Program Commit-tee for their support during the review process. Last but not least, we thank oursponsors for the financial support that made the conference possible.

We look forward to seeing you in Istanbul, Turkey in 2016!

October 2015 Nassir NavabJoachim HorneggerWilliam M. Wells

Alejandro F. Frangi

Organization

General Chair

Nassir Navab Technische Universitat Munchen, Germany

General Co-chair

Joachim Hornegger Friedrich-Alexander-UniversitatErlangen-Nurnberg, Germany

Program Chairs

Nassir Navab Technische Universitat Munchen, GermanyJoachim Hornegger Friedrich-Alexander-Universitat

Erlangen-Nurnberg, GermanyWilliam M. Wells Harvard Medical School, USAAlejandro F. Frangi University of Sheffield, UK

Local Organization Chairs

Ralf Stauder Technische Universitat Munchen, GermanyAslı Okur Technische Universitat Munchen, GermanyPhilipp Matthies Technische Universitat Munchen, GermanyTobias Zobel Friedrich-Alexander-Universitat

Erlangen-Nurnberg, Germany

Publication Chair

Andreas Maier Friedrich-Alexander-UniversitatErlangen-Nurnberg, Germany

Sponsorship and Publicity Chairs

Stefanie Demirci Technische Universitat Munchen, GermanySu-Lin Lee Imperial College London, UK

VIII Organization

Workshop Chairs

Purang Abolmaesumi University of British Columbia, CanadaWolfgang Wein ImFusion, GermanyBertrand Thirion Inria, FranceNicolas Padoy Universite de Strasbourg, France

Challenge Chairs

Bjorn Menze Technische Universitat Munchen, GermanyLena Maier-Hein German Cancer Research Center, GermanyBram van Ginneken Radboud University, The NetherlandsValeria De Luca ETH Zurich, Switzerland

Tutorial Chairs

Tom Vercauteren University College London, UKTobias Heimann Siemens Corporate Technology, USASonia Pujol Harvard Medical School, USACarlos Alberola University of Valladolid, Spain

MICCAI Society Board of Directors

Stephen Aylward Kitware, Inc., NY, USASimon Duchesne Universite Laval, Quebec, CanadaGabor Fichtinger (Secretary) Queen’s University, Kingston, ON, CanadaAlejandro F. Frangi University of Sheffield, Sheffield, UKPolina Golland MIT, Cambridge, MA, USAPierre Jannin INSERM/INRIA, Rennes, FranceLeo Joskowicz The Hebrew University of JerusalemWiro Niessen

(Executive Director) Erasmus MC - University Medical Centre,Rotterdam, The Netherlands

Nassir Navab Technische Universitat, Munich, GermanyAlison Noble (President) University of Oxford, Oxford, UKSebastien Ourselin (Treasurer) University College, London, UKXavier Pennec INRIA, Sophia Antipolis, FranceJosien Pluim Eindhoven University of Technology,

The NetherlandsDinggang Shen UNC, Chapel Hill, NC, USALi Shen Indiana University, IN, USA

Organization IX

MICCAI Society Consultants to the Board

Alan Colchester University of Kent, Canterbury, UKTerry Peters University of Western Ontario, London, ON,

CanadaRichard Robb Mayo Clinic College of Medicine, MN, USA

MICCAI Society Staff

Society Secretariat Janette Wallace, CanadaRecording Secretary Jackie Williams, CanadaFellows Nomination

Coordinator Terry Peters, Canada

Program Committee

Acar, BurakBarbu, AdrianBen Ayed, IsmailCastellani, UmbertoCattin, Philippe C.Chung, Albert C.S.Cootes, Timde Bruijne, MarleenDelingette, HerveFahrig, RebeccaFalcao, AlexandreFichtinger, GaborGerig, GuidoGholipour, AliGlocker, BenGreenspan, HayitHager, Gregory D.Hamarneh, GhassanHandels, HeinzHarders, MatthiasHeinrich, Mattias PaulHuang, JunzhouIonasec, RazvanIsgum, IvanaJannin, PierreJoshi, SarangJoskowicz, Leo

Kamen, AliKobashi, SyojiLangs, GeorgLi, ShuoLinguraru, Marius GeorgeLiu, HuafengLu, LeMadabhushi, AnantMaier-Hein, LenaMartel, AnneMasamune, KenMoradi, MehdiNielsen, MadsNielsen, PoulNiethammer, MarcOurselin, SebastienPadoy, NicolasPapademetris, XeniosParagios, NikosPernus, FranjoPohl, KilianPreim, BernhardPrince, JerryRadeva, PetiaRohde, GustavoSabuncu, Mert RorySakuma, Ichiro

X Organization

Salcudean, TimSalvado, OlivierSato, YoshinobuSchnabel, Julia A.Shen, LiStoyanov, DanailStudholme, ColinSyeda-Mahmood, TanveerTaylor, ZeikeUnal, GozdeVan Leemput, Koen

Wassermann, DemianWeese, JurgenWein, WolfgangWu, XiaodongYang, Guang ZhongYap, Pew-ThianYin, ZhaozhengYuan, JingZheng, GuoyanZheng, Yefeng

Additional Reviewers

Abolmaesumi, PurangAchterberg, HakimAcosta-Tamayo, OscarAerts, HugoAfacan, OnurAfsari, BijanAganj, ImanAhad, Md. Atiqur RahmanAhmidi, NargesAichert, AndreAkbari, HamedAkhondi-Asl, AlirezaAksoy, MuratAlam, SaadiaAlberola-Lopez, CarlosAljabar, PaulAllan, MaximilianAllassonnieres, StephanieAntani, SameerAntony, BhavnaArbel, TalAuvray, VincentAwate, SuyashAzzabou, NouraBagci, UlasBai, WenjiaBaka, NoraBalocco, SimoneBao, SiqiBarmpoutis, Angelos

Bartoli, AdrienBatmanghelich, KayhanBaust, MaximilianBaxter, JohnBazin, Pierre-LouisBerger, Marie-OdileBernal, JorgeBernard, OlivierBernardis, ElenaBhatia, KanwalBieth, MarieBilgic, BerkinBirkfellner, WolfgangBlaschko, MatthewBloch, IsabelleBoctor, EmadBogunovic, HrvojeBouarfa, LoubnaBouix, SylvainBourgeat, PierrickBrady, MichaelBrost, AlexanderBuerger, ChristianBurgert, OliverBurschka, DariusCaan, MatthanCahill, NathanCai, WeidongCarass, AaronCardenes, Ruben

Organization XI

Cardoso, Manuel JorgeCarmichael, OwenCaruyer, EmmanuelCathier, PascalCerrolaza, JuanCetin, MustafaCetingul, Hasan ErtanChakravarty, M. MallarChamberland, MaximeChapman, Brian E.Chatelain, PierreChen, GengChen, ShuhangChen, TingCheng, JianCheng, JunCheplygina, VeronikaChicherova, NataliaChowdhury, AnandaChristensen, GaryChui, Chee KongCinar Akakin, HaticeCinquin, PhilippeCiompi, FrancescoClarkson, MatthewClarysse, PatrickCobzas, DanaColliot, OlivierCommowick, OlivierCompas, ColinCorso, JasonCriminisi, AntonioCrum, WilliamCuingnet, RemiDaducci, AlessandroDaga, PankajDalca, AdrianDarkner, SuneDavatzikos, ChristosDawant, BenoitDehghan, EhsanDeligianni, FaniDemirci, StefanieDepeursinge, AdrienDequidt, Jeremie

Descoteaux, MaximeDeslauriers-Gauthier, SamuelDiBella, EdwardDijkstra, JoukeDing, KaiDing, XiaoweiDojat, MichelDong, XiaoDowling, JasonDowson, NicholasDu, JiaDuchateau, NicolasDuchesne, SimonDuncan, James S.Dzyubachyk, OlehEavani, HariniEbrahimi, MehranEhrhardt, JanEklund, AndersEl-Baz, AymanEl-Zehiry, NohaEllis, RandyElson, DanielErdt, MariusErnst, FlorisEslami, AbouzarFallavollita, PascalFang, RuoguFenster, AaronFeragen, AasaFick, RutgerFigl, MichaelFischer, PeterFishbaugh, JamesFletcher, P. ThomasFlorack, LucFonov, VladimirForestier, GermainFradkin, MaximFranz, AlfredFreiman, MotiFreysinger, WolfgangFripp, JurgenFrisch, BenjaminFritscher, Karl

XII Organization

Fundana, KetutGamarnik, ViktorGao, FeiGao, MingchenGao, YaozongGao, YueGaonkar, BilwajGarvin, MonaGaser, ChristianGass, TobiasGatta, CarloGeorgescu, BogdanGerber, SamuelGhesu, Florin-CristianGiannarou, StamatiaGibaud, BernardGibson, EliGilles, BenjaminGinsburg, ShoshanaGirard, GabrielGiusti, AlessandroGoh, AlvinaGoksel, OrcunGoldberger, JacobGolland, PolinaGooya, AliGrady, LeoGray, KatherineGrbic, SasaGrisan, EnricoGrova, ChristopheGubern-Merida, AlbertGuevara, PamelaGuler, Riza AlpGuo, Peifang B.Gur, YanivGutman, BorisGomez, PedroHacihaliloglu, IlkerHaidegger, TamasHajnal, JosephHamamci, AndacHammers, AlexanderHan, DongfengHargreaves, Brian

Hastreiter, PeterHatt, ChuckHawkes, DavidHayasaka, SatoruHaynor, DavidHe, HuiguangHe, TianchengHeckel, FrankHeckemann, RolfHeimann, TobiasHeng, Pheng AnnHennersperger, ChristophHolden, MatthewHong, Byung-WooHonnorat, NicolasHoogendoorn, CorneHossain, BelayatHossain, ShaheraHowe, RobertHu, YipengHuang, HengHuang, XiaojieHuang, XiaoleiHutter, JanaIbragimov, BulatIglesias, Juan EugenioIgual, LauraIordachita, IulianIrving, BenjaminJackowski, MarcelJacob, MathewsJain, AmeetJanoos, FirdausJanowczyk, AndrewJerman, TimJi, ShuiwangJi, SongbaiJiang, HaoJiang, WenchaoJiang, XiJiao, FangxiangJin, YanJolly, Marie-PierreJomier, JulienJoshi, Anand

Organization XIII

Joshi, ShantanuJung, ClaudioK.B., JayanthiKabus, SvenKadoury, SamuelKahl, FredrikKainmueller, DagmarKainz, BernhardKakadiaris, IoannisKandemir, MelihKapoor, AnkurKapur, TinaKatouzian, AminKelm, MichaelKerrien, ErwanKersten-Oertel, MartaKhan, AliKhurd, ParmeshwarKiaii, BobKikinis, RonKim, BoklyeKim, EdwardKim, MinjeongKim, SungminKing, AndrewKlein, StefanKlinder, TobiasKluckner, StefanKobayahsi, EtsukoKonukoglu, EnderKumar, PuneetKunz, ManuelaKohler, ThomasLadikos, AlexanderLandman, BennettLang, AndrewLapeer, RudyLarrabide, IgnacioLasser, TobiasLauze, FrancoisLay, NathanLe Reste, Pierre-JeanLee, Han SangLee, KangjooLee, Su-Lin

Lefkimmiatis, StamatisLefevre, JulienLekadir, KarimLelieveldt, BoudewijnLenglet, ChristopheLepore, NatashaLesage, DavidLi, GangLi, JiangLi, QuanzhengLi, XiangLi, YangLi, YeqingLiang, LiangLiao, HongenLin, HenryLindeman, RobertLindner, ClaudiaLinte, CristianLitjens, GeertLiu, FengLiu, JiaminLiu, Jian FeiLiu, JundongLiu, MingxiaLiu, SidongLiu, TianmingLiu, TingLiu, YinxiaoLombaert, HerveLorenz, CristianLorenzi, MarcoLou, XinghuaLu, YaoLuo, XiongbiaoLv, JingleiLuthi, MarcelMaass, NicoleMadooei, AliMahapatra, DwarikanathMaier, AndreasMaier-Hein (ne Fritzsche),

Klaus HermannMajumdar, AngshulMalandain, Gregoire

XIV Organization

Mansi, TommasoMansoor, AwaisMao, HongdaMao, YunxiangMarchesseau, StephanieMargeta, JanMarini Silva, RafaelMariottini, Gian LucaMarsden, AlisonMarsland, StephenMartin-Fernandez, MarcosMartı, RobertMasutani, YoshitakaMateus, DianaMcClelland, JamieMcIntosh, ChrisMedrano-Gracia, PauMeier, RaphaelMendizabal-Ruiz, E. GerardoMenegaz, GloriaMenze, BjoernMeyer, ChuckMiga, MichaelMihalef, ViorelMiller, JamesMiller, KarolMisaki, MasayaModat, MarcMoghari, MehdiMohamed, AshrafMohareri, OmidMoore, JohnMorales, Hernan G.Moreno, RodrigoMori, KensakuMorimoto, MasakazuMurphy, KeelinMuller, HenningNabavi, AryaNakajima, YoshikazuNakamura, RyoichiNapel, SandyNappi, JanneNasiriavanaki, MohammadrezaNenning, Karl-Heinz

Neumann, DominikNeumuth, ThomasNg, BernardNguyen Van, HienNicolau, stephaneNing, LipengNoble, AlisonNoble, JackNoblet, VincentO’Donnell, LaurenO’Donnell, ThomasOda, MasahiroOeltze-Jafra, SteffenOh, JunghwanOktay, Ayse BetulOkur, AslıOliver, ArnauOlivetti, EmanueleOnofrey, JohnOnogi, ShinyaOrihuela-Espina, FelipeOtake, YoshitoOu, YangmingOzarslan, EvrenPace, DaniellePapa, JoaoParsopoulos, KonstantinosPaul, PerrinePaulsen, RasmusPeng, TingyingPennec, XavierPeruzzo, DenisPeter, LoicPeterlik, IgorPetersen, JensPetitjean, CarolinePeyrat, Jean-MarcPham, DzungPiella, GemmaPitiot, AlainPizzolato, MarcoPlenge, EsbenPluim, JosienPoline, Jean-BaptistePrasad, Gautam

Organization XV

Prastawa, MarcelPratt, PhilipPreiswerk, FrankPreusser, TobiasPrevost, RaphaelPrieto, ClaudiaPunithakumar, KumaradevanPutzer, DavidQian, XiaoningQiu, WuQuellec, GwenoleRafii-Tari, HedyehRajchl, MartinRajpoot, NasirRaniga, ParneshRapaka, SaikiranRathi, YogeshRathke, FabianRauber, PauloReinertsen, IngeridReinhardt, JosephReiter, AustinRekik, IslemReyes, MauricioRicha, RogerioRieke, NicolaRiess, ChristianRiklin Raviv, TammyRisser, LaurentRit, SimonRivaz, HassanRobinson, EmmaRoche, AlexisRohling, RobertRohr, KarlRopinski, TimoRoth, HolgerRousseau, FrancoisRousson, MikaelRoy, SnehashisRueckert, DanielRueda Olarte, AndreaRuijters, DanielSamaras, DimitrisSarry, Laurent

Sato, JoaoSchaap, MichielScheinost, DustinScherrer, BenoitSchirmer, Markus D.Schmidt, FrankSchmidt-Richberg, AlexanderSchneider, CaitlinSchneider, MatthiasSchultz, ThomasSchumann, SteffenSchwartz, ErnstSechopoulos, IoannisSeiler, ChristofSeitel, AlexanderSermesant, MaximeSeshamani, SharmishtaaShahzad, RahilShamir, Reuben R.Sharma, PuneetShen, XilinShi, FengShi, KuangyuShi, WenzheShi, YinghuanShi, YonggangShin, Hoo-ChangSimpson, AmberSingh, VikasSinkus, RalphSlabaugh, GregSmeets, DirkSona, DiegoSong, YangSotiras, AristeidisSpeidel, MichaelSpeidel, StefanieSpiclin, ZigaStaib, LawrenceStamm, AymericStaring, MariusStauder, RalfStayman, J. WebsterSteinman, DavidStewart, James

XVI Organization

Styles, IainStyner, MartinSu, HangSuinesiaputra, AvanSuk, Heung-IlSummers, RonaldSun, ShanhuiSzekely, GaborSznitman, RaphaelTakeda, TakahiroTalbot, HuguesTam, RogerTamura, ManabuTang, LisaTao, LinglingTasdizen, TolgaTaylor, RussellThirion, BertrandThung, Kim-HanTiwari, PallaviToews, MatthewToh, Kim-ChuanTokuda, JunichiTong, YubingTornai, Gabor JanosTosun, DuyguTotz, JohannesTournier, J-DonaldToussaint, NicolasTraub, JoergTroccaz, JocelyneTustison, NicholasTwinanda, Andru PutraTwining, CaroleUkwatta, ErangaUmadevi Venkataraju, KannanUnay, DevrimUrschler, MartinUzunbas, MustafaVaillant, RegisVallin Spina, ThiagoVallotton, PascalVan assen, HansVan Ginneken, BramVan Tulder, Gijs

Van Walsum, TheoVandini, AlessandroVannier, MichaelVaroquaux, GaelVegas-Sanchez-Ferrero, GonzaloVenkataraman, ArchanaVercauteren, TomVeta, MtikoVignon-Clementel, IreneVillard, Pierre-FredericVisentini-Scarzanella, MarcoViswanath, SatishVitanovski, DimeVoigt, IngmarVon Berg, JensVoros, SandrineVrtovec, TomazWachinger, ChristianWaechter-Stehle, IrinaWahle, AndreasWang, AncongWang, ChaohuiWang, HaiboWang, HongzhiWang, JunchenWang, LiWang, LianshengWang, LichaoWang, LinweiWang, QianWang, QiuWang, SongWang, YalinWang, YuanquanWee, Chong-YawWei, LiuWels, MichaelWerner, ReneWesarg, StefanWestin, Carl-FredrikWhitaker, RossWhitney, JonWiles, AndrewWorz, StefanWu, Guorong

Organization XVII

Wu, HaiyongWu, Yu-ChienXie, YuchenXing, FuyongXu, YanwuXu, ZiyueXue, ZhongYagi, NaomiYamazaki, TakaharuYan, PingkunYang, LinYang, YingYao, JianhuaYaqub, MohammadYe, Dong HyeYeo, B.T. ThomasYnnermann, AndersYoung, AlistairYushkevich, PaulZacharaki, EvangeliaZacur, ErnestoZelmann, RinaZeng, WeiZhan, Liang

Zhan, YiqiangZhang, DaoqiangZhang, HuiZhang, LingZhang, MiaomiaoZhang, PeiZhang, ShaotingZhang, TianhaoZhang, TuoZhang, YongZhao, BoZhao, WeiZhijun, ZhangZhou, jinghaoZhou, LupingZhou, S. KevinZhou, YanZhu, DajiangZhu, HongtuZhu, YueminZhuang, lingZhuang, XiahaiZuluaga, Maria A.

Contents – Part II

Computer Aided Diagnosis II: Automation

Computer-Aided Detection and Quantification of IntracranialAneurysms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3

Tim Jerman, Franjo Pernus, Bostjan Likar, and Ziga Spiclin

Discriminative Feature Selection for Multiple Ocular DiseasesClassification by Sparse Induced Graph Regularized Group Lasso . . . . . . 11

Xiangyu Chen, Yanwu Xu, Shuicheng Yan, Tat-Seng Chua,Damon Wing Kee Wong, Tien Yin Wong, and Jiang Liu

Detection of Glands and Villi by Collaboration of Domain Knowledgeand Deep Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 20

Jiazhuo Wang, John D. MacKenzie, Rageshree Ramachandran,and Danny Z. Chen

Minimum S-Excess Graph for Segmenting and Tracking MultipleBorders with HMM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 28

Ehab Essa, Xianghua Xie, and Jonathan-Lee Jones

Automatic Artery-Vein Separation from Thoracic CT Images UsingInteger Programming . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36

Christian Payer, Michael Pienn, Zoltan Balint, Andrea Olschewski,Horst Olschewski, and Martin Urschler

Automatic Dual-View Mass Detection in Full-Field DigitalMammograms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 44

Guy Amit, Sharbell Hashoul, Pavel Kisilev, Boaz Ophir,Eugene Walach, and Aviad Zlotnick

Leveraging Mid-Level Semantic Boundary Cues for Automated LymphNode Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 53

Ari Seff, Le Lu, Adrian Barbu, Holger Roth, Hoo-Chang Shin,and Ronald M. Summers

Computer-Aided Pulmonary Embolism Detection Using a NovelVessel-Aligned Multi-planar Image Representation and ConvolutionalNeural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 62

Nima Tajbakhsh, Michael B. Gotway, and Jianming Liang

XX Contents – Part II

Ultrasound-Based Detection of Prostate Cancer Using AutomaticFeature Selection with Deep Belief Networks . . . . . . . . . . . . . . . . . . . . . . . . 70

Shekoofeh Azizi, Farhad Imani, Bo Zhuang, Amir Tahmasebi,Jin Tae Kwak, Sheng Xu, Nishant Uniyal, Baris Turkbey,Peter Choyke, Peter Pinto, Bradford Wood, Mehdi Moradi,Parvin Mousavi, and Purang Abolmaesumi

MCI Identification by Joint Learning on Multiple MRI Data . . . . . . . . . . . 78Yue Gao, Chong-Yaw Wee, Minjeong Kim,Panteleimon Giannakopoulos, Marie-Louise Montandon,Sven Haller, and Dinggang Shen

Medical Image Retrieval Using Multi-graph Learning for MCIDiagnostic Assistance . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 86

Yue Gao, Ehsan Adeli-M., Minjeong Kim,Panteleimon Giannakopoulos, Sven Haller,and Dinggang Shen

Regenerative Random Forest with Automatic Feature Selection toDetect Mitosis in Histopathological Breast Cancer Images . . . . . . . . . . . . . 94

Angshuman Paul, Anisha Dey, Dipti Prasad Mukherjee,Jayanthi Sivaswamy, and Vijaya Tourani

HoTPiG: A Novel Geometrical Feature for Vessel Morphometry and ItsApplication to Cerebral Aneurysm Detection . . . . . . . . . . . . . . . . . . . . . . . . 103

Shouhei Hanaoka, Yukihiro Nomura, Mitsutaka Nemoto,Soichiro Miki, Takeharu Yoshikawa, Naoto Hayashi, Kuni Ohtomo,Yoshitaka Masutani, and Akinobu Shimizu

Robust Segmentation of Various Anatomies in 3D Ultrasound UsingHough Forests and Learned Data Representations . . . . . . . . . . . . . . . . . . . . 111

Fausto Milletari, Seyed-Ahmad Ahmadi, Christine Kroll,Christoph Hennersperger, Federico Tombari, Amit Shah,Annika Plate, Kai Boetzel, and Nassir Navab

Improved Parkinson’s Disease Classification from Diffusion MRI Databy Fisher Vector Descriptors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119

Luis Salamanca, Nikos Vlassis, Nico Diederich, Florian Bernard,and Alexander Skupin

Automated Shape and Texture Analysis for Detection of Osteoarthritisfrom Radiographs of the Knee . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 127

Jessie Thomson, Terence O’Neill, David Felson, and Tim Cootes

Hashing Forests for Morphological Search and Retrieval inNeuroscientific Image Databases . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 135

Sepideh Mesbah, Sailesh Conjeti, Ajayrama Kumaraswamy,Philipp Rautenberg, Nassir Navab, and Amin Katouzian

Contents – Part II XXI

Computer-Aided Infarction Identification from Cardiac CT Images:A Biomechanical Approach with SVM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 144

Ken C.L. Wong, Michael Tee, Marcus Chen, David A. Bluemke,Ronald M. Summers, and Jianhua Yao

Automatic Graph-Based Localization of Cochlear Implant Electrodesin CT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 152

Jack H. Noble and Benoit M. Dawant

Towards Non-invasive Image-Based Early Diagnosis of Autism . . . . . . . . . 160M. Mostapha, M.F. Casanova, G. Gimel’farb, and A. El-Baz

Identifying Connectome Module Patterns via New BalancedMulti-graph Normalized Cut . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 169

Hongchang Gao, Chengtao Cai, Jingwen Yan, Lin Yan,Joaquin Goni Cortes, Yang Wang, Feiping Nie, John West,Andrew Saykin, Li Shen, and Heng Huang

Semantic 3-D Labeling of Ear Implants Using a Global ParametricTransition Prior . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 177

Alexander Zouhar, Carsten Rother, and Siegfried Fuchs

Learning the Correlation Between Images and Disease Labels UsingAmbiguous Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 185

Tanveer Syeda-Mahmood, Ritwik Kumar, and Colin Compas

Longitudinal Analysis of Brain Recovery after Mild Traumatic BrainInjury Based on Groupwise Consistent Brain Network Clusters . . . . . . . . 194

Hanbo Chen, Armin Iraji, Xi Jiang, Jinglei Lv, Zhifeng Kou,and Tianming Liu

Registration: Method and Advanced Applications

Dictionary Learning Based Image Descriptor for MyocardialRegistration of CP-BOLD MR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 205

Ilkay Oksuz, Anirban Mukhopadhyay, Marco Bevilacqua,Rohan Dharmakumar, and Sotirios A. Tsaftaris

Registration of Color and OCT Fundus Images Using Low-dimensionalStep Pattern Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 214

Jimmy Addison Lee, Jun Cheng, Guozhen Xu, Ee Ping Ong,Beng Hai Lee, Damon Wing Kee Wong, and Jiang Liu

Estimating Patient Specific Templates for Pre-operative and Follow-UpBrain Tumor Registration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 222

Dongjin Kwon, Ke Zeng, Michel Bilello, and Christos Davatzikos

XXII Contents – Part II

Topography-Based Registration of Developing Cortical Surfaces inInfants Using Multidirectional Varifold Representation . . . . . . . . . . . . . . . . 230

Islem Rekik, Gang Li, Weili Lin, and Dinggang Shen

A Liver Atlas Using the Special Euclidean Group . . . . . . . . . . . . . . . . . . . . 238Mohamed S. Hefny, Toshiyuki Okada, Masatoshi Hori,Yoshinobu Sato, and Randy E. Ellis

Multi-scale and Multimodal Fusion of Tract-Tracing, Myelin Stain andDTI-derived Fibers in Macaque Brains . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 246

Tuo Zhang, Jun Kong, Ke Jing, Hanbo Chen, Xi Jiang,Longchuan Li, Lei Guo, Jianfeng Lu, Xiaoping Hu,and Tianming Liu

Space-Frequency Detail-Preserving Construction of Neonatal BrainAtlases . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 255

Yuyao Zhang, Feng Shi, Pew-Thian Yap, and Dinggang Shen

Mid-Space-Independent Symmetric Data Term for Pairwise DeformableImage Registration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 263

Iman Aganj, Eugenio Iglesias, Martin Reuter, Mert R. Sabuncu,and Bruce Fischl

A 2D-3D Registration Framework for Freehand TRUS-Guided ProstateBiopsy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 272

Siavash Khallaghi, C. Antonio Sanchez, Saman Nouranian,Samira Sojoudi, Silvia Chang, Hamidreza Abdi, Lindsay Machan,Alison Harris, Peter Black, Martin Gleave, Larry Goldenberg,S. Sidney Fels, and Purang Abolmaesumi

Unsupervised Free-View Groupwise Segmentation for M3 CardiacImages Using Synchronized Spectral Network . . . . . . . . . . . . . . . . . . . . . . . . 280

Yunliang Cai, Ali Islam, Mousumi Bhaduri, Ian Chan, and Shuo Li

Uncertainty Quantification for LDDMM Using a Low-Rank HessianApproximation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 289

Xiao Yang and Marc Niethammer

A Stochastic Quasi-Newton Method for Non-Rigid ImageRegistration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 297

Yuchuan Qiao, Zhuo Sun, Boudewijn P.F. Lelieveldt,and Marius Staring

Locally Orderless Registration for Diffusion Weighted Images . . . . . . . . . . 305Henrik G. Jensen, Francois Lauze, Mads Nielsen, and Sune Darkner

Predicting Activation Across Individuals with Resting-State FunctionalConnectivity Based Multi-Atlas Label Fusion . . . . . . . . . . . . . . . . . . . . . . . . 313

Georg Langs, Polina Golland, and Satrajit S. Ghosh

Contents – Part II XXIII

Crossing-Lines Registration for Direct Electromagnetic Navigation . . . . . 321Brian J. Rasquinha, Andrew W.L. Dickinson, Gabriel Venne,David R. Pichora, and Randy E. Ellis

A Robust Outlier Elimination Approach for Multimodal Retina ImageRegistration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 329

Ee Ping Ong, Jimmy Addison Lee, Jun Cheng, Guozhen Xu,Beng Hai Lee, Augustinus Laude, Stephen Teoh, Tock Han Lim,Damon W.K. Wong, and Jiang Liu

Estimating Large Lung Motion in COPD Patients by SymmetricRegularised Correspondence Fields . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 338

Mattias P. Heinrich, Heinz Handels, and Ivor J.A. Simpson

Combining Transversal and Longitudinal Registrationin IVUS Studies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 346

G.D. Maso Talou, P.J. Blanco, I. Larrabide, C. Guedes Bezerra,P.A. Lemos, and R.A. Feijoo

Interpolation and Averaging of Multi-Compartment Model Images . . . . . 354Renaud Hedouin, Olivier Commowick, Aymeric Stamm,and Christian Barillot

Structured Decision Forests for Multi-modal Ultrasound ImageRegistration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 363

Ozan Oktay, Andreas Schuh, Martin Rajchl, Kevin Keraudren,Alberto Gomez, Mattias P. Heinrich, Graeme Penney,and Daniel Rueckert

A Hierarchical Bayesian Model for Multi-Site DiffeomorphicImage Atlases . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 372

Michelle Hromatka, Miaomiao Zhang, Greg M. Fleishman,Boris Gutman, Neda Jahanshad, Paul Thompson,and P. Thomas Fletcher

Distance Networks for Morphological Profiling and Characterization ofDICCCOL Landmarks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 380

Yue Yuan, Hanbo Chen, Jianfeng Lu, Tuo Zhang, and Tianming Liu

Which Metrics Should Be Used in Non-linear RegistrationEvaluation? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 388

Andre Santos Ribeiro, David J. Nutt, and John McGonigle

Modeling and Simulation for Diagnosis andInterventional Planning

Illustrative Visualization of Vascular Models for Static2D Representations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 399

Kai Lawonn, Maria Luz, Bernhard Preim, and Christian Hansen

XXIV Contents – Part II

Perfusion Paths: Inference of Voxelwise Blood Flow Trajectories in CTPerfusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 407

David Robben, Stefan Sunaert, Vincent Thijs, Guy Wilms,Frederik Maes, and Paul Suetens

Automatic Prostate Brachytherapy Preplanning Using Joint SparseAnalysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 415

Saman Nouranian, Mahdi Ramezani, Ingrid Spadinger,William J. Morris, Septimiu E. Salcudean, and Purang Abolmaesumi

Bayesian Personalization of Brain Tumor Growth Model . . . . . . . . . . . . . . 424Matthieu Le, Herve Delingette, Jayashree Kalpathy-Cramer,Elizabeth R. Gerstner, Tracy Batchelor, Jan Unkelbach,and Nicholas Ayache

Learning Patient-Specific Lumped Models for Interactive CoronaryBlood Flow Simulations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 433

Hannes Nickisch, Yechiel Lamash, Sven Prevrhal, Moti Freiman,Mani Vembar, Liran Goshen, and Holger Schmitt

Vito – A Generic Agent for Multi-physics Model Personalization:Application to Heart Modeling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 442

Dominik Neumann, Tommaso Mansi, Lucian Itu,Bogdan Georgescu, Elham Kayvanpour, Farbod Sedaghat-Hamedani,Jan Haas, Hugo Katus, Benjamin Meder, Stefan Steidl,Joachim Hornegger, and Dorin Comaniciu

Database-Based Estimation of Liver Deformation underPneumoperitoneum for Surgical Image-Guidance and Simulation . . . . . . . 450

S.F. Johnsen, S. Thompson, M.J. Clarkson, M. Modat, Y. Song,J. Totz, K. Gurusamy, B. Davidson, Z.A. Taylor, D.J. Hawkes,and S. Ourselin

Computational Sonography . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 459Christoph Hennersperger, Maximilian Baust, Diana Mateus,and Nassir Navab

Hierarchical Shape Distributions for Automatic Identification of 3DDiastolic Vortex Rings from 4D Flow MRI . . . . . . . . . . . . . . . . . . . . . . . . . . 467

Mohammed S.M. Elbaz, Boudewijn P.F. Lelieveldt,and Rob J. van der Geest

Robust CT Synthesis for Radiotherapy Planning: Application to theHead and Neck Region . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 476

Ninon Burgos, M. Jorge Cardoso, Filipa Guerreiro, Catarina Veiga,Marc Modat, Jamie McClelland, Antje-Christin Knopf,Shonit Punwani, David Atkinson, Simon R. Arridge,Brian F. Hutton, and Sebastien Ourselin

Contents – Part II XXV

Mean Aneurysm Flow Amplitude Ratio Comparison between DSA andCFD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 485

Fred van Nijnatten, Odile Bonnefous, Hernan G. Morales,Thijs Grunhagen, Roel Hermans, Olivier Brina,Vitor Mendes Pereira, and Daniel Ruijters

Application of L0-Norm Regularization to Epicardial PotentialReconstruction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 493

Liansheng Wang, Xinyue Li, Yiping Chen, and Jing Qin

MRI-Based Lesion Profiling of Epileptogenic Cortical Malformations . . . 501Seok-Jun Hong, Boris C. Bernhardt, Dewi Schrader,Benoit Caldairou, Neda Bernasconi, and Andrea Bernasconi

Patient-specific 3D Ultrasound Simulation Based on ConvolutionalRay-tracing and Appearance Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . 510

Mehrdad Salehi, Seyed-Ahmad Ahmadi, Raphael Prevost,Nassir Navab, and Wolfgang Wein

Robust Transmural Electrophysiological Imaging: Integrating Sparseand Dynamic Physiological Models into ECG-Based Inference . . . . . . . . . 519

Jingjia Xu, John L. Sapp, Azar Rahimi Dehaghani, Fei Gao,Milan Horacek, and Linwei Wang

Estimating Biophysical Parameters from BOLD Signals throughEvolutionary-Based Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 528

Pablo Mesejo, Sandrine Saillet, Olivier David, Christian Benar,Jan M. Warnking, and Florence Forbes

Radiopositive Tissue Displacement Compensation for SPECT-guidedSurgery . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 536

Francisco Pinto, Bernhard Fuerst, Benjamin Frisch,and Nassir Navab

A Partial Domain Approach to Enable Aortic Flow Simulation WithoutTurbulent Modeling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 544

Taha S. Koltukluoglu, Christian Binter, Christine Tanner,Sven Hirsch, Sebastian Kozerke, Gabor Szekely,and Aymen Laadhari

Reconstruction, Image Formation, AdvancedAcquisition - Computational Imaging

Flexible Reconstruction and Correction of Unpredictable Motion fromStacks of 2D Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 555

Bernhard Kainz, Amir Alansary, Christina Malamateniou,Kevin Keraudren, Mary Rutherford, Joseph V. Hajnal,and Daniel Rueckert

XXVI Contents – Part II

Efficient Preconditioning in Joint Total Variation Regularized ParallelMRI Reconstruction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 563

Zheng Xu, Yeqing Li, Leon Axel, and Junzhou Huang

Accessible Digital Ophthalmoscopy Based on Liquid-Lens Technology . . . 571Christos Bergeles, Pierre Berthet-Rayne, Philip McCormac,Luis C. Garcia-Peraza-Herrera, Kosy Onyenso, Fan Cao,Khushi Vyas, Melissa Berthelot, and Guang-Zhong Yang

Estimate, Compensate, Iterate: Joint Motion Estimation andCompensation in 4-D Cardiac C-arm Computed Tomography . . . . . . . . . . 579

Oliver Taubmann, Gunter Lauritsch, Andreas Maier,Rebecca Fahrig, and Joachim Hornegger

Robust Prediction of Clinical Deep Brain Stimulation Target Structuresvia the Estimation of Influential High-Field MR Atlases . . . . . . . . . . . . . . . 587

Jinyoung Kim, Yuval Duchin, Hyunsoo Kim, Jerrold Vitek,Noam Harel, and Guillermo Sapiro

RF Ultrasound Distribution-Based Confidence Maps . . . . . . . . . . . . . . . . . 595Tassilo Klein and William M. Wells III

Prospective Prediction of Thin-Cap Fibroatheromas from BaselineVirtual Histology Intravascular Ultrasound Data . . . . . . . . . . . . . . . . . . . . . 603

Ling Zhang, Andreas Wahle, Zhi Chen, John Lopez,Tomas Kovarnik, and Milan Sonka

Cooperative Robotic Gamma Imaging: Enhancing US-guided NeedleBiopsy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 611

Marco Esposito, Benjamin Busam, Christoph Hennersperger,Julia Rackerseder, An Lu, Nassir Navab, and Benjamin Frisch

Bayesian Tomographic Reconstruction Using Riemannian MCMC . . . . . . 619Stefano Pedemonte, Ciprian Catana, and Koen Van Leemput

A Landmark-Based Approach for Robust Estimation of Exposure IndexValues in Digital Radiography . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 627

Paolo Irrera, Isabelle Bloch, and Maurice Delplanque

Accelerated Dynamic MRI Reconstruction with Total Variation andNuclear Norm Regularization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 635

Jiawen Yao, Zheng Xu, Xiaolei Huang, and Junzhou Huang

Robust PET Motion Correction Using Non-local Spatio-temporalPriors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 643

S. Thiruvenkadam, K.S. Shriram, R. Manjeshwar,and S.D. Wollenweber

Contents – Part II XXVII

Subject-specific Models for the Analysis of PathologicalFDG PET Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 651

Ninon Burgos, M. Jorge Cardoso, Alex F. Mendelson,Jonathan M. Schott, David Atkinson, Simon R. Arridge,Brian F. Hutton, and Sebastien Ourselin

Hierarchical Reconstruction of 7T-like Images from 3T MRI UsingMulti-level CCA and Group Sparsity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 659

Khosro Bahrami, Feng Shi, Xiaopeng Zong, Hae Won Shin,Hongyu An, and Dinggang Shen

Robust Spectral Denoising for Water-Fat Separation in MagneticResonance Imaging . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 667

Felix Lugauer, Dominik Nickel, Jens Wetzl,Stephan A.R. Kannengiesser, Andreas Maier,and Joachim Hornegger

Scale Factor Point Spread Function Matching: Beyond Aliasing inImage Resampling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 675

Manuel Jorge Cardoso, Marc Modat, Tom Vercauteren,and Sebastien Ourselin

Analytic Quantification of Bias and Variance of Coil Sensitivity ProfileEstimators for Improved Image Reconstruction in MRI . . . . . . . . . . . . . . . 684

Aymeric Stamm, Jolene Singh, Onur Afacan,and Simon K. Warfield

Mobile C-arm 3D Reconstruction in the Presence of UncertainGeometry . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 692

Caleb Rottman, Lance McBride, Arvidas Cheryauka, Ross Whitaker,and Sarang Joshi

Fast Preconditioning for Accelerated Multi-contrast MRIReconstruction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 700

Ruoyu Li, Yeqing Li, Ruogu Fang, Shaoting Zhang, Hao Pan,and Junzhou Huang

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 709