Functional Imaging and Modeling of the Heart: 8th International Conference, FIMH 2015, Maastricht, The Netherlands, June 25-27, 2015. Proceedings PDF
Preview Functional Imaging and Modeling of the Heart: 8th International Conference, FIMH 2015, Maastricht, The Netherlands, June 25-27, 2015. Proceedings
Hans van Assen Peter Bovendeerd Tammo Delhaas (Eds.) 6 2 1 Functional Imaging 9 S C and Modeling of the Heart N L 8th International Conference, FIMH 2015 Maastricht, The Netherlands, June 25–27, 2015 Proceedings 123 Lecture Notes in Computer Science 9126 Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen Editorial Board David Hutchison Lancaster University, Lancaster, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Friedemann Mattern ETH Zurich, Zürich, Switzerland John C. Mitchell Stanford University, Stanford, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen TU Dortmund University, Dortmund, Germany Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbrücken, Germany More information about this series at http://www.springer.com/series/7412 Hans van Assen Peter Bovendeerd (cid:129) Tammo Delhaas (Eds.) Functional Imaging and Modeling of the Heart 8th International Conference, FIMH 2015 – Maastricht, The Netherlands, June 25 27, 2015 Proceedings 123 Editors Hans vanAssen TammoDelhaas Eindhoven University of Technology Maastricht University Eindhoven Maastricht TheNetherlands TheNetherlands PeterBovendeerd Eindhoven University of Technology Eindhoven TheNetherlands ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Computer Science ISBN 978-3-319-20308-9 ISBN978-3-319-20309-6 (eBook) DOI 10.1007/978-3-319-20309-6 LibraryofCongressControlNumber:2015941125 LNCSSublibrary:SL6–ImageProcessing,ComputerVision,PatternRecognition,andGraphics SpringerChamHeidelbergNewYorkDordrechtLondon ©SpringerInternationalPublishingSwitzerland2015 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade. Printedonacid-freepaper SpringerInternationalPublishingAGSwitzerlandispartofSpringerScience+BusinessMedia (www.springer.com) Preface FIMH2015wasthe8thInternationalConferenceonFunctionalImagingandModeling oftheHeart.ItwasheldinMaastricht,TheNetherlands,duringJune25–27,2015.The previous editions of this conference were held in Helsinki (2001), Lyon (2003). Bar- celona (2005), Salt Lake City (2007), Nice (2009), New York (2011), and London (2013). This biennial scientific event aims to integrate the research and development efforts in the fields of cardiovascular modeling and image analysis. For this particular edition, we especially welcomed contributions related to cardiac imaging through ultrasound. The main goal of FIMH is to encourage collaboration among scientists in signal and image processing, imaging, applied mathematics, biophysics, biomedical engineering, and experts in cardiology, radiology, biology, and physiology. The final objective is to contribute to the diagnosis and treatment of cardiovascular diseases. Theseproceedingscontainthe54contributionsthatwereselectedoutof72original submissionsthrougharigorousreviewprocess.Eachpaper,withalengthof8–11pages in the proceedings format, was reviewed by two to four members of the International Program Committee, composed of approximately 50 prominent scientists in the field. The authors had to submit a point-by-point response to the reviewers’ comments, and thefinalselectionofthepaperswasmadeonthebasisofthereviewers’opinionafterthis rebuttal. The proceedings, published in a dedicated volume of the Springer series Lecture Notes in Computer Science (LNCS), were available atthe time ofthe event. The conference was greatly enhanced by keynote lectures given by four invited speakers. The common topic of these lectures was the relation between measurement data, their interpretation, and the role of models in this interpretation. Dr. Mark K. Friedberg (Associate Professor of Paediatrics, Hospital for Sick Children and Uni- versityofToronto)revealedtheharshworldofgettingdata,especiallyfromkids.Prof. Darrel P. Francis, (Professor of Cardiology, Imperial College London) conveyed the reliability of input data for models in relation to the way doctors collect and interpret data. Prof. Michiel van den Broeke (Professor of Polar Meteorology, Utrecht Uni- versity) reported on modeling in the seemingly completely different field of meteo- rology,with surprisingly similarissues toourfield: sample resolution, samplequality, reliability of models, what do politicians want to hear, what is hearsay and what are facts?Prof.AntoonF.M.Moorman(EmeritusProfessorofAnatomyandEmbryology, Academic Medical Center, Amsterdam) disclosed how imaging techniques and anal- yses can and did help to understand cardiac development. We want to express our special thanks to the members of the Program Committee, theadditionalreviewers,theorganizingteam,andtheparticipantsofthemeeting,who contributed to the success of this event. June 2015 Hans van Assen Peter Bovendeerd Tammo Delhaas Organization FIMH 2015 was organized by Maastricht University and Eindhoven University of Technology. Organizing Committee General Co-chairs Hans van Assen EindhovenUniversityofTechnology,TheNetherlands Peter Bovendeerd EindhovenUniversityofTechnology,TheNetherlands Tammo Delhaas Maastricht University, The Netherlands Local Organization Claire Meertens Maastricht University, The Netherlands Program Committee Elsa Angelini Columbia University, USA Theo Arts Maastricht University, The Netherlands Leon Axel NYU, USA Olivier Bernard Creatis INSA Lyon, France Hans Bosch Erasmus MC, The Netherlands Oscar Cámara Universitat Pompeu Fabra, Spain Dominique Chapelle Inria, France Patrick Clarysse University of Lyon, France Pierro Colli Franzone Pavia University, Italy Dorin Comaniciu Siemens, USA Herve Delingette Inria, France Jan D’hooge KU Leuven, Belgium Olaf Doessel Karlsruhe University, Germany James Duncan Yale University, USA Alejandro Frangi University of Sheffield, UK Jean-Frederic Gerbeau Inria, France Arun Holden Leeds University, UK Robert Howe Harvard University, USA Ivana Isgum Image Sciences Institute, The Netherlands Peter Kohl Imperial College, UK Chris de Korte Radboud University MC, The Netherlands Pablo Lamata King’s College London, UK Boudewijn Lelieveldt Leiden University, The Netherlands Cristian Lorenz Philips Research, Germany Lasse Løvstakken NTNU, Norway Isabelle Magnin University of Lyon, France VIII Organization Steven Niederer King’s College, UK Alison Noble Oxford University, UK Sebastien Ourselin University College London, UK Terry Peters Robarts Research Institute, Canada Caroline Petitjean University of Rouen, France Mihaela Pop Sunnybrook Research Institute, Canada Kawal Rhode King’s College London, UK Daniel Rueckert Imperial College London, UK Frank Sachse University of Utah, USA Gunnar Seemann KIT, Germany Maxime Sermesant Inria, France Pengcheng Shi Rochester Institute of Technology, USA Wenzhe Shi Imperial College, UK Nic Smith University of Auckland, New Zealand Larry Staib Yale University, USA Regis Vaillant GE Healthcare, France Andreas Wahle University of Iowa, USA Jurgen Weese Phillips Research, Germany Alistair Young Auckland University, New Zealand Xiahai Zhuang Shangai Advanced Research Institute, China Additional Reviewers Luc Florack EindhovenUniversityofTechnology,TheNetherlands Andrea Fuster EindhovenUniversityofTechnology,TheNetherlands Simona Turco EindhovenUniversityofTechnology,TheNetherlands Contents Function Learning a Global Descriptor of Cardiac Motion from a Large Cohort of 1000+ Normal Subjects . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 Wenjia Bai, Devis Peressutti, Ozan Oktay, Wenzhe Shi, Declan P. O’Regan, Andrew P. King, and Daniel Rueckert Steps Towards Quantification of the Cardiological Stress Exam . . . . . . . . . . 12 R. Chabiniok, E. Sammut, M. Hadjicharalambous, L. Asner, D. Nordsletten, R. Razavi, and N. Smith Personalization of Atrial Electrophysiology Models from Decapolar Catheter Measurements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21 Cesare Corrado, Steven Williams, Henry Chubb, Mark O’Neill, and Steven A. Niederer Automatic LV Feature Detection and Blood-Pool Tracking from Multi-plane TEE Time Series . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29 Shusil Dangi, Yehuda K. Ben-Zikri, Yechiel Lamash, Karl Q. Schwarz, and Cristian A. Linte Assessment of Septal Motion Abnormalities in Left Bundle Branch Block Patients Using Computer Simulations. . . . . . . . . . . . . . . . . . . . . . . . 40 Peter R. Huntjens, John Walmsley, Vincent Wu, Tammo Delhaas, Leon Axel, and Joost Lumens Quantifying Structural and Functional Differences Between Normal and Fibrotic Ventricles. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 48 Prashanna Khwaounjoo, Ian J. LeGrice, Mark L. Trew, and Bruce H. Smaill Sparsity and Biomechanics Inspired Integration of Shape and Speckle Tracking for Cardiac Deformation Analysis . . . . . . . . . . . . . . . . . . . . . . . . 57 Nripesh Parajuli, Colin B. Compas, Ben A. Lin, Smita Sampath, Matthew O’Donnell, Albert J. Sinusas, and James S. Duncan Characterization of Myocardial Velocities by Multiple Kernel Learning: Application to Heart Failure with Preserved Ejection Fraction. . . . . . . . . . . . 65 Sergio Sanchez-Martinez, Nicolas Duchateau, Bart Bijnens, Tamás Erdei, Alan Fraser, and Gemma Piella X Contents Quantitative Analysis of Lead Position vs. Correction of Electrical Dyssynchrony in an Experimental Model of LBBB/CRT . . . . . . . . . . . . . . . 74 David Soto-Iglesias, Nicolas Duchateau, Constantine Butakoff, David Andreu, Juan Fernández-Armenta, Bart Bijnens, Antonio Berruezo, Marta Sitges, and Oscar Camara Principal Component Analysis for the Classification of Cardiac Motion Abnormalities Based on Echocardiographic Strain and Strain Rate Imaging . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 83 Mahdi Tabassian, Martino Alessandrini, Luca De Marchi, Guido Masetti, Nicholas Cauwenberghs, Tatiana Kouznetsova, and Jan D’hooge Prediction of Clinical Information from Cardiac MRI Using Manifold Learning. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91 Haiyan Wang, Wenzhe Shi, Wenjia Bai, Antonio M. Simoes Monteiro de Marvao, Timothy J.W. Dawes, Declan P. O’Regan, Philip Edwards, Stuart Cook, and Daniel Rueckert Revealing Differences in Anatomical Remodelling of the Systemic Right Ventricle . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 99 Ernesto Zacur, James Wong, Reza Razavi, Tal Geva, Gerald Greil, and Pablo Lamata Imaging Assessment of Myofiber Orientation in High Resolution Phase-Contrast CT Images. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 111 V. Baličević, S. Lončarić, R. Cárdenes, A. Gonzalez-Tendero, B. Paun, F. Crispi, C. Butakoff, and B. Bijnens Sensitivity Analysis of Diffusion Tensor MRI in Simulated Rat Myocardium. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 120 Joanne Bates, Irvin Teh, Peter Kohl, Jürgen E. Schneider, and Vicente Grau 3D Farnebäck Optic Flow for Extended Field of View of Echocardiography . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 129 A. Danudibroto, O. Gerard, M. Alessandrini, O. Mirea, J. D’hooge, and E. Samset Towards Automatic Assessment of the Mitral Valve Coaptation Zone from 4D Ultrasound . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137 Sandy Engelhardt, Nils Lichtenberg, Sameer Al-Maisary, Raffaele De Simone, Helmut Rauch, Jens Roggenbach, Stefan Müller, Matthias Karck, Hans-Peter Meinzer, and Ivo Wolf
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