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Lecture Notes in Computer Science 9350
Commenced Publication in 1973Founding and Former Series Editors:Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen
Editorial Board
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
Demetri TerzopoulosUniversity of California, Los Angeles, CA, USA
Doug TygarUniversity of California, Berkeley, CA, USA
Gerhard WeikumMax Planck Institute for Informatics, Saarbrücken, Germany
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
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of thematerial is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broad-casting, reproduction on microfilms or in any other physical way, and transmission or information storageand retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now knownor hereafter developed.The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoes not imply, even in the absence of a specific statement, that such names are exempt from the relevantprotective laws and regulations and therefore free for general use.The publisher, the authors and the editors are safe to assume that the advice and information in this bookare believed to be true and accurate at the date of publication. Neither the publisher nor the authors or theeditors give a warranty, express or implied, with respect to the material contained herein or for any errors oromissions that may have been made.
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Springer International Publishing AG Switzerland is part of Springer Science+Business Media(www.springer.com)
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
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