Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation: International Workshops, POCUS 2018, BIVPCS 2018, CuRIOUS 2018, and CPM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16–20, 2018, Proceedi PDF
Preview Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation: International Workshops, POCUS 2018, BIVPCS 2018, CuRIOUS 2018, and CPM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16–20, 2018, Proceedi
Danail Stoyanov · Zeike Taylor Stephen Aylward · João Manuel R. S. Tavares Yiming Xiao · Amber Simpson et al. (Eds.) 2 4 Simulation, Image Processing, 0 1 1 and Ultrasound Systems for S C N Assisted Diagnosis and Navigation L International Workshops, POCUS 2018, BIVPCS 2018, CuRIOUS 2018, and CPM 2018 Held in Conjunction with MICCAI 2018 Granada, Spain, September 16–20, 2018, Proceedings 123 Lecture Notes in Computer Science 11042 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, Zurich, 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, Chennai, 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 Danail Stoyanov Zeike Taylor (cid:129) ã Stephen Aylward Jo o Manuel R. S. Tavares (cid:129) Yiming Xiao Amber Simpson et al. (Eds.) (cid:129) Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation International Workshops, POCUS 2018, BIVPCS 2018, CuRIOUS 2018, and CPM 2018 Held in Conjunction with MICCAI 2018 – Granada, Spain, September 16 20, 2018 Proceedings 123 Editors DanailStoyanov João Manuel R. S.Tavares University CollegeLondon University of Porto London,UK Porto, Portugal ZeikeTaylor Yiming Xiao University of Leeds RobartsResearch Institute Leeds,UK Western University London,ON,Canada StephenAylward Kitware Inc. Amber Simpson Carrboro, NC, USA Memorial SloanKettering Cancer Center NewYork,NY, USA Additional WorkshopEditors seenext page ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Computer Science ISBN 978-3-030-01044-7 ISBN978-3-030-01045-4 (eBook) https://doi.org/10.1007/978-3-030-01045-4 LibraryofCongressControlNumber:2018955279 LNCSSublibrary:SL6–ImageProcessing,ComputerVision,PatternRecognition,andGraphics ©SpringerNatureSwitzerlandAG2018 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.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Additional Workshop Editors Tutorial and Educational Chair Anne Martel University of Toronto Toronto, ON Canada Workshop and Challenge Co-chair Lena Maier-Hein German Cancer Research Center (DKFZ) Heidelberg Germany International Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, BIVPCS 2018 Shuo Li University of Western Ontario London, ON Canada International Workshop on Correction of Brainshift with Intra-Operative Ultrasound, CuRIOUS 2018 Hassan Rivaz Matthieu Chabanas Concordia University Grenoble Institute of Technology Montréal, QC Grenoble Canada France Ingerid Reinertsen SINTEF Health Research Trondheim Norway VI Additional Workshop Editors International Workshop on Computational Precision Medicine, CPM 2018 Keyvan Farahani National Cancer Institute Bethesda, MD USA POCUS 2018 Preface For the full potential of point-of-care ultrasound (POCUS) to be realized, POCUS systems must be approached as if they were new diagnostic modalities, not simply inexpensive, portable ultrasound image systems. Building on the highly successful MICCAI 2017 POCUS Workshop, this MICCAI 2018 workshop dedicated to the research and clinical evaluations of the technologies specific to POCUS. POCUS involvesautomateddataanalyses,ruggedhardware,andspecializedinterfacestoguide novice users to properly place and manipulate an ultrasound probe and interpret the returnedultrasounddata.Inparticular,theoutputofaPOCUSsystemshouldtypically be quantitative measures and easy-to-understand reformulations of the acquired data, notb-modeimages;itshouldbeassumedthattheexpertiseneededtointerpretb-mode imageswillnotbereadilyavailableatthepointsofcare.Imageanalysisalgorithmsas well as tracking and systems engineering are essential to POCUS applications. Example applications include detection of intra-abdominal bleeding by emergency medical services (EMS) personnel for patient triage at the scene of an accident, diagnosis of increased intra-cranial pressure by medics using computer-assisted mea- surement of optic nerve sheath diameter, and monitoring of liver tissue health in the homes of at-risk patients. At the workshop, attendees learned from leaders in POCUS research via oral presentations as well as via numerous live demonstrations. September 2018 Stephen Aylward Emad Boctor Gabor Fitchinger BIVPCS 2018 Preface Imaging and visualization are among the most dynamic and innovative areas of research of the past few decades. Justification of this activity arises from the require- ments of important practical applications such as the visualization of computational data,theprocessingofmedicalimagesforassistingmedicaldiagnosisandintervention, and the 3D geometry reconstruction and processing for computer simulations. Cur- rently, owing to the development of more powerful hardware resources, mathematical and physical methods, investigators have been incorporating advanced computational techniques to derive sophisticated methodologies that can better enable the solution oftheproblems encountered. Consequenttotheseefforts, anyeffectivemethodologies have been proposed, validated, and some of them have already been integrated into commercial software for computer simulations. The main goal of this MICCAI workshop on “Bio-Imaging and Visualization for Patient-Customized Simulations” is toprovideaplatformforcommunicationamongspecialistsfromcomplementaryfields such as signal and image processing, mechanics, computational vision, mathematics, physics, informatics, computer graphics, bio-medical practice, psychology and indus- try. Another important objective of this MICCAI workshop is to establish a viable connection between software developers, specialist researchers, and applied end-users from diverse fields related to signal processing, imaging, visualization, biomechanics and simulation. This book contains the full papers presented at the MICCAI 2018 workshop on “Bio-Imaging and Visualization for Patient-Customized Simulations” (MWBIVPCS2018),whichwasorganizedundertheauspicesofthe21stInternational Conference on Medical Image Computing and Computer-Assisted Intervention 2018 that was held in Granada, Spain, during September 16–20, 2018. MWBIVPCS 2018 brought together researchers representing several fields, such as biomechanics, engi- neering, medicine, mathematics, physics, and statistics. The works included in this book present and discuss new trends in those fields, using several methods and tech- niques, including convolutional neural networks, similarity metrics, atlas, level-set, deformable models,GPGPUprogramming, sparse annotation, and sensorscalibration, in order to address more efficiently different and timely applications involving signal and image acquisition, image processing and analysis, image visualization, image segmentation, image reconstruction, image fusion, computer simulation, image based modelling, ray tracing, virtual reality, image-based diagnosis, surgery planning and simulation,andtherapyplanning. Theeditors wishtothank alltheMWBIVPCS2018 authors and members of the Program Committee for sharing their expertise, and also the MICCAI Society for having hosted and supported the workshop within MICCAI 2018. September 2018 João Manuel R. S. Tavares Shuo Li CuRIOUS 2018 Preface Radicalbraintumorresectioncaneffectively improvethepatient’ssurvival.However, resectionqualityandsafetycanoftenbeheavilyaffectedbyintra-operativebraintissue shift due to factors such as gravity, drug administration, intracranial pressure change, andtissueremoval.Suchtissueshiftcandisplacethesurgicaltargetandvitalstructures (e.g.,bloodvessels)showninpre-operativeimageswhilethesedisplacementsmaynot be directly visible in the surgeon’s field of view. Intra-operative ultrasound (iUS) is a robust and relatively inexpensive technique to track intra-operative tissue shift. To update pre-surgicalplans withthis information,accurate androbust image registration algorithms are needed in order to relate pre-surgical magnetic resonance imaging (MRI) to iUS images. Despite the great progress so far, medical image registration techniquesarestillnotinroutineclinicaluseinneurosurgerytodirectlybenefitpatients with brain tumors. The MICCAI Challenge 2018 for Correction of Brain Shift with Intra-Operative Ultrasound (CuRIOUS) offered a snapshot of the state-of-the-art pro- gress in the field through extended discussions, and provided researchers with an opportunity to characterize their image registration methods on a newly released standardized dataset of iUS-guided brain tumor resection. September 2018 Ingerid Reinertsen Hassan Rivaz Yiming Xiao Matthieu Chabanas
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