Abdominal Imaging. Computational and Clinical Applications: 6th International Workshop, ABDI 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, September 14, 2014.

303 Pages·2014·67.92 MB·English

by  Hiroyuki Yoshida, Janne J. Näppi, Sanjay Saini (eds.)

Hiroyuki Yoshida
Janne J. Nappi
Sanjay Saini (Eds.)
6
7 Abdominal Imaging
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8

S
C
N Computational and Clinical Applications
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6th International Workshop, ABDI 2014
Held in Conjunction with MICCAI 2014
Cambridge, MA, USA, September 14, 2014
123
Lecture Notes in Computer Science 8676
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Lancaster University, Lancaster, UK
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Carnegie Mellon University, Pittsburgh, PA, USA
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University of Surrey, Guildford, UK
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Cornell University, Ithaca, NY, USA
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ETH Zurich, Zürich, Switzerland
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Stanford University, Stanford, CA, USA
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Weizmann Institute of Science, Rehovot, Israel
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Indian Institute of Technology, Madras, India
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TU Dortmund University, Dortmund, Germany
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Max Planck Institute for Informatics, Saarbruecken, Germany
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Hiroyuki Yoshida Janne J. N ppi
(cid:129)
Sanjay Saini (Eds.)
Abdominal Imaging
Computational
and Clinical Applications
6th International Workshop, ABDI 2014
Held in Conjunction with MICCAI 2014
Cambridge, MA, USA, September 14, 2014
123
Editors
HiroyukiYoshida SanjaySaini
3DImaging Research Department of Radiology
Department of Radiology Massachusetts General Hospital
Massachusetts General Hospital Harvard Medical School
Harvard Medical School Boston,MA
Boston,MA USA
USA
JanneJ. Näppi
3DImaging Research
Department of Radiology
Massachusetts General Hospital
Harvard Medical School
Boston,MA
USA
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin ComputerScience
ISBN 978-3-319-13691-2 ISBN 978-3-319-13692-9 (eBook)
DOI 10.1007/978-3-319-13692-9
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Preface
TheSixthInternationalWorkshoponAbdominalImaging:ComputationalandClinical
Applications, was held in conjunction with the 17th International Conference on
Medical Image Computing and Computer-Assisted Intervention (MICCAI) on Sep-
tember 14, 2014, at the Massachusetts Institute of Technology, Cambridge, USA.
Intheabdomen,theappearancesoforgansanddiseasesarecomplexandsubtle,and
thus the development of computational models that are useful in clinical practice is
highly challenging. Nevertheless, diagnosis often relies on the quantitative measure-
ment of organs and lesions, because their volumes and shapes are strong indicators of
disorders. Given the complexity and high variability of abdominal organs, the identi-
fication of distinct computational challenges for integrative models of organs and
abnormalitiesisessentialforunderstandinganatomyanddisease,evaluatingtreatment,
and planning intervention.
Leveraging the success of the previous workshops, the Sixth International Work-
shop on Abdominal Imaging aimed to provide a comprehensive forum for reviewing
clinical opportunities in computational abdominal imaging and for sharing emerging
state-of-the-art techniques for solving computationally challenging image analysisand
visualizationproblems,bybringingtogetherleadingresearchersandclinician-scientists
from around the world.
In response to a call for papers, a total of 33 papers were initially submitted to the
workshop from 10 countries. These papers underwent a two-tier review process. The
firsttierwasadouble-blindedscientificpeer-review,inwhicheachpaperwasreviewed
by a minimum of two and in most cases by three expert reviewers from the Scientific
Review Committee and the Workshop Committee. Based on the results of this initial
review, 30 papers were moved forward to the second tier, in which these papers were
revised by incorporating the reviewers’ initial comments and were re-reviewed by the
Workshop Committee for final acceptance. As a result, 28 papers were accepted to be
published in the proceedings volume.
TheOutstandingPaperAwardwasestablishedforrecognizingoutstandingscientific
work andclinical applicationspresentedattheworkshop. From thepapersthat earned
an average score of 1–3 in the above first-tier review, the Award Committee, which
consisted of at least three members from the Workshop Committee, selected an
awarding paper from the candidate papers based on scientific merit and clinical
innovation of the paper. As a result, the below paper was selected for receiving the
award,andanawardcertificatewaspresentedtothefirstauthorattheopeningsession
of the workshop: Parameter Estimation for Personalization of Liver Tumor Radiofre-
quency Ablation by Chloé Audigier, Tommaso Mansi, Hervé Delingette, Saikiran
Rapaka, Viorel Mihalef, Daniel Carnegie, Emad Boctor, Michael Choti, Ali Kamen,
Dorin Comaniciu, and Nicholas Ayache.
VI Preface
To provide past and future perspectives of the research topics described in the
accepted papers, three plenary lectures were presented at the workshop: (1) recent
advances in liver ablation and needle biopsy by Dr. Aaron Fenster from Robarts
ResearchInstituteandUniversityofWesternOntario;(2)theroleofCT/MRIperfusion
asimagingbiomarkersfortumorresponseevaluationandpredictionofsurvivalbyDr.
Dushyant Sahani from Massachusetts General Hospital and Harvard Medical School;
and (3) MR enterography for severity assessment in Crohn’s disease: imaging end-
pointsinclinicaltrialsandinflammatoryboweldiseasepracticebyDr.JoelG.Fletcher
from Mayo Clinic.
Asaresultofalltheaboveactivities,thefull-dayworkshopsuccessfullyprovideda
forum among participants for in-depth and interactive discussions of state-of-the-art
researchandtechnologies,exchangeofemergingideas,initiationofcollaborations,and
the exploration of new clinical applications for diagnostic and interventional proce-
dures in abdominal imaging.
We would like to express our sincere appreciation to the authors whose contribu-
tions to this proceedings book have required considerable commitment of time and
effort. We also thank the members of the Scientific Review Committee for their
excellent work in reviewing the submitted manuscripts on a tight schedule, and the
membersoftheEditorialBoardfortheiroutstandingjobincompilingthepapersinthis
proceedings volume.
October 2014 Hiroyuki Yoshida
Janne J. Näppi
Sanjay Saini
Workshop Organization
Organizing Committee
Hiroyuki Yoshida Massachusetts General Hospital/Harvard Medical
School, USA
Janne J. Näppi Massachusetts General Hospital/Harvard Medical
School, USA
Sanjay Saini Massachusetts General Hospital/Harvard Medical
School, USA
Nobuhiko Hata Brigham and Women’s Hospital/Harvard Medical
School, USA
Program Chair
Janne J. Näppi Massachusetts General Hospital/Harvard Medical
School, USA
Workshop Committee
Philippe C. Cattin Medical Image Analysis Center/University
of Basel, Switzerland
Jamshid Dehmeshki Kingston University London, UK
Aaron Fenster Robarts Research Institutes/
University of Western Ontario, Canada
Hiroshi Fujita Gifu University, Japan
Stefaan Gryspeerdt Stedelijk Ziekenhuis, Belgium
Lubomir Hadjiyski University of Michigan, USA
Kenneth R. Hoffman University at Buffalo, USA
Hideaki Haneishi Chiba University, Japan
David Hawkes University College London, UK
David R. Holmes Mayo Clinic College of Medicine, USA
Weimin Huang Institute for Infocomm Research, Singapore
Hongbing Lu Fourth Military Medical University, China
Lakhmi C. Jain University of South Australia, Australia
Hiroshi Kawahira Chiba University, Japan
Se Hyung Kim Seoul National University, South Korea
Jong Hyo Kim Seoul National University, South Korea
Hongbing Lu Fourth Military Medical University, China
Sandy Napel Stanford University, USA
Peter Nöel Technische Universität München, Germany
Kensaku Mori Nagoya University, Japan
VIII Workshop Organization
Yuichi Motai Virginia Commonwealth University, USA
Sandy Napel Stanford University, USA
Emanuele Neri University of Pisa, Italy
Noboru Niki Tokushima University, Japan
Daniele Regge Institute for Cancer Research and Treatment, Italy
Akinobu Shimizu Tokyo University of Agriculture and Technology,
Japan
Yoshihisa Sinagawa Siemens, USA
Yoshihisa Tsuji Kyoto University Hospital, Japan
Frans Vos DelftUniversityofTechnology/AcademicMedical
Center Amsterdam, The Netherlands
Simon Warfield Boston Children’s Hospital/Harvard Medical
School, USA
Program Committee
Onur Afacan Boston Children’s Hospital/Harvard Medical
School, USA
Alborz Amir-Khalili University of British Columbia, Canada
Chloe Audigier Inria Sophia Antipolis, France
Jordan Bano IRCAD/ICube, France
Amalia Cifor University of Oxford, UK
Moti Freiman Boston Children’s Hospital/Harvard Medical
School, USA
Romane Gauriau Institut Mines-Télécom/Philips Research MediSys,
France
Benjamin Irving University of Oxford, UK
June Goo Lee University of Pittsburgh, USA
Sang Ho Lee Massachusetts General Hospital/Harvard Medical
School, USA
Jiang Liu Institue for Infocomm Research, Singapore
Ahmed Maklad Tokushima University, Japan
Masahiro Oda Nagoya University, Japan
Danielle Pace Massachusetts Institutes of Technology, USA
Frank Preiswerk University of Basel, Switzerland
Holger Roth National Institutes of Health, USA
Peter Schüffler ETH Zurich, Switzerland
Christine Tanner ETH Zurich, Switzerland
Sergio Vera Universitat Autònoma de Barcelona, Spain
Huafeng Wang Stony Brook University, USA/Beihang University,
China
Amir Yavariabdi Université d’Auvergne, France
Workshop Organization IX
Scientific Review Committee
Onur Afacan Boston Children’s Hospital/Harvard Medical
School, USA
Alborz Amir-Khalili University of British Columbia, Canada
Chloe Audigier Inria Sophia Antipolis, France
Jordan Bano IRCAD/ICube, France
Philippe C. Cattin University of Basel, Switzerland
Yufei Chen Tongji University, China
Amalia Cifor University of Oxford, UK
Moti Freiman Boston Children’s Hospital/Harvard Medical
School, USA
Hiroshi Fujita Gifu University, Japan
Romane Gauriau Institut Mines-Télécom/Philips Research MediSys,
France
Lubomir Hadjiyski University of Michigan, USA
Hideaki Haneishi Chiba University, Japan
David Hawkes University College London, UK
Kenneth R. Hoffman University at Buffalo, USA
David R. Holmes Mayo Clinic College of Medicine, USA
Weimin Huang Institute for Infocomm Research, Singapore
Benjamin Irving University of Oxford, UK
Hiroshi Kawahira Chiba University, Japan
Jong Hyo Kim Seoul National University, South Korea
June Goo Lee University of Pittsburgh, USA
Sang Ho Lee Massachusetts General Hospital/Harvard Medical
School, USA
Jiang Liu Institue for Infocomm Research, Singapore
Hongbing Lu Fourth Military Medical University, Chiina
Ahmed Maklad Tokushima University, Japan
Kensaku Mori Nagoya University, Japan
Janne J. Näppi Massachusetts General Hospital/Harvard Medical
School, USA
Emanuele Neri University of Pisa, Italy
Noboru Niki Tokushima University, Japan
Peter Nöel Technische Universität München, Germany
Masahiro Oda Nagoya University, Japan
Danielle Pace Massachusetts Institutes of Technology, USA
Frank Preiswerk University of Basel, Switzerland
Daniele Regge Institute for Cancer Research and Treatment, Italy
Holger Roth National Institutes of Health, USA
Peter Schüffler ETH Zurich, Switzerland
Akinobu Shimizu Tokyo University of Agriculture and Technology,
Japan
Yoshihisa Sinagawa Siemens, USA