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PROCEEDINGS VOLUME 10576 • new

Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling
Editor(s): Baowei Fei; Robert J. Webster
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Softcover $123.75 $165.00

Volume Details

Volume Number: 10576
Date Published: 9 July 2018
Softcover: 96 papers (742) pages
ISBN: 9781510616417

Table of Contents
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Front Matter: Volume 10576
Author(s): Proceedings of SPIE
Automatic slice segmentation of intraoperative transrectal ultrasound images using convolutional neural networks
Author(s): Nooshin Ghavami; Yipeng Hu; Ester Bonmati; Rachael Rodell; Eli Gibson; Caroline Moore; Dean Barratt
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Generative adversarial networks for specular highlight removal in endoscopic images
Author(s): Isabel Funke; Sebastian Bodenstedt; Carina Riediger; Jürgen Weitz; Stefanie Speidel
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Tumor margin classification of head and neck cancer using hyperspectral imaging and convolutional neural networks
Author(s): Martin Halicek; James V. Little; Xu Wang; Mihir Patel; Christopher C. Griffith; Amy Y. Chen; Baowei Fei
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Inverse biomechanical modeling of the tongue via machine learning and synthetic training data
Author(s): Aniket A. Tolpadi; Maureen L. Stone; Aaron Carass; Jerry L. Prince; Arnold D. Gomez
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Cine cardiac MRI slice misalignment correction towards full 3D left ventricle segmentation
Author(s): Shusil Dangi; Cristian A. Linte; Ziv Yaniv
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Toward image-guided partial nephrectomy with the da Vinci robot: exploring surface acquisition methods for intraoperative re-registration
Author(s): James M. Ferguson; Leon Y. Cai; Alexander Reed; Michael Siebold; Smita De; S. Duke Herrell; Robert J. Webster
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Technical note: feasibility of photoacoustic guided hysterectomies with the da Vinci robot
Author(s): Margaret Allard; Joshua Shubert; Muyinatu A. Lediju Bell
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Known-component registration for robotic drill guide positioning in spine pedicle screw placement (Conference Presentation)
Author(s): Thomas Yi; Vignesh Ramchandran; Jeffrey H. Siewerdsen; Ali Uneri
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Clustered iterative sub-atlas registration for improved deformable registration using statistical shape models
Author(s): B. Ramsay; T. De Silva; R. Han; M. Ketcha; A. Uneri; J. Goerres; Niral Sheth; Matt Jacobson; S. Vogt; G. Kleinszig; G. Osgood; J. H. Siewerdsen
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Technical note: nonrigid registration for laparoscopic liver surgery using sparse intraoperative data
Author(s): Jon S. Heiselman; Jarrod A. Collins; Logan W. Clements; Jared A. Weis; Amber L. Simpson; Sunil K. Geevarghese; T. Peter Kingham; William R. Jarnagin; Michael I. Miga
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Real-time image-based 3D-2D registration for ultrasound-guided spinal interventions
Author(s): T. De Silva; A. Uneri; X. Zhang; M. Ketcha; R. Han; M. Jacobson; N. Sheth; S. Vogt; G. Kleinszig; A. Belzberg; D. M. Sciubba; J. H. Siewerdsen
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Influence of 4D CT motion artifacts on correspondence model-based 4D dose accumulation
Author(s): Thilo Sothmann; Tobias Gauer; René Werner
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Deformable registration of radiation isodose lines to delayed contrast-enhanced magnetic resonance images for assessment of myocardial lesion formation following proton beam therapy
Author(s): M. E. Rettmann; A. Suzuki; A. J. Deisher; S. Wang; S. Hohmann; H. Konishi; H. I. Lehmann; J. J. Kruse; J. T. Cusma; L. K. Newman; K. D. Parker; M. G. Herman; D. L. Packer
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Technical note: on-the-fly augmented reality for orthopaedic surgery using a multi-modal fiducial
Author(s): Sebastian Andress; Alex Johson; Mathias Unberath; Alexander Winkler; Kevin Yu; Javad Fotouhi; Simon Weidert; Greg Osgood; Nassir Navab
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Technical note: probabilistic visual and electromagnetic data fusion for robust drift-free sequential mosaicking: application to fetoscopy
Author(s): Marcel Tella-Amo; Loic Peter; Dzhoshkun I. Shakir; Jan Deprest; Danail Stoyanov; Juan Eugenio Iglesias; Tom Vercauteren; Sebastien Ourselin
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Technical note: an augmented reality system for total hip arthroplasty
Author(s): Javad Fotouhi; Clayton P. Alexander; Mathias Unberath; Giacomo Taylor; Sing Chun Lee; Bernhard Fuerst; Alex Johnson; Greg Osgood; Russell H. Taylor; Harpal Khanuja; Nassir Navab; Mehran Armand
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Technical note: automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network
Author(s): Ester Bonmati; Yipeng Hu; Nikhil Sindhwani; Hans Peter Dietz; Jan D'hooge; Dean Barratt; Jan Deprest; Tom Vercauteren
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Technical note: known-component registration for robotic drill guide positioning
Author(s): T. Yi; V. Ramchandran; J. H. Siewerdsen; A. Uneri
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Technical note: design and validation of an open-source library of dynamic reference frames for research and education in optical tracking
Author(s): A. Brown; A. Uneri; T. De Silva; A. Manbachi; J. H. Siewerdsen
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Technical note: on cardiac ablation lesion visualization for image-guided therapy monitoring
Author(s): Cristian A. Linte; Jon J. Camp; Maryam E. Rettmann; Dieter Haemmerich; Mehmet K. Aktas; David T. Huang; Douglas L. Packer; David R. Holmes
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Technical note: a radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma
Author(s): Saima Rathore; Hamed Akbari; Jimit Doshi; Gaurav Shukla; Martin Rozycki; Michel Bilello; Robert Lustig; Christos Davatzikos
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Model-based correction for brain shift in deep brain stimulation burr hole procedures: a comparison using interventional magnetic resonance imaging
Author(s): Ma Luo; Saramati Narasimhan; Alastair J. Martin; Paul S. Larson; Michael I. Miga
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Resection-induced brain-shift compensation using vessel-based methods
Author(s): Fanny Morin; Hadrien Courtecuisse; Ingerid Reinertsen; Florian Le Lann; Olivier Palombi; Yohan Payan; Matthieu Chabanas
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X-ray image guidance workflow development for in-vivo aneurysm treatment using a new retrievable asymmetric flow diverter (RAFD)
Author(s): Ciprian N. Ionita; Ashwin Venkataraman; Alexander Podgorsak; Kelsey N. Sommer; Lauren M. Shepard; Adnan Siddiqui
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Image updating for brain deformation compensation: cross-validation with intraoperative ultrasound
Author(s): Xiaoyao Fan; David W. Roberts; Jonathan D. Olson; Chen Li; Keith D. Paulsen
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Neurosurgical burr hole placement using the Microsoft HoloLens
Author(s): Emily Rae; Andras Lasso; Matthew S. Holden; Evelyn Morin; Ron Levy; Gabor Fichtinger
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3D ultrasound guidance system for permanent breast seed implantation: integrated system performance and phantom procedure
Author(s): Justin Michael; Jessica R. Rodgers; Daniel Morton; Deidre Batchelar; Michelle Hilts; Aaron Fenster
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Feature study on catheter detection in three-dimensional ultrasound
Author(s): Hongxu Yang; Arash Pourtaherian; Caifeng Shan; Alexander F. Kolen; Peter H. N. de With
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Coherent needle detection in ultrasound volumes using 3D conditional random fields
Author(s): Farhad Ghazvinian Zanjani; Arash Pourtaherian; Xikai Tang; Svitlana Zinger; Nenad Mihajlovic; Gary C. Ng; Hendrikus H. M. Korsten; Peter H. N. de With
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Compliant joint echogenicity in ultrasound images: towards highly visible steerable needles
Author(s): Nick J. van de Berg; Juan A. Sánchez-Margallo; Thomas Langø; John J. van den Dobbelsteen
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Real-time transverse process detection in ultrasound
Author(s): Csaba Pinter; Bryan Travers; Zachary Baum; Shahrokh Kamali; Tamas Ungi; Andras Lasso; Ben Church; Gabor Fichtinger
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Visual aid for identifying vertebral landmarks in ultrasound
Author(s): Zachary Baum; Tamas Ungi; Andras Lasso; Ben Church; Christopher Schlenger; Gabor Fichtinger
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Assisted needle guidance using smart see-through glasses
Author(s): Ming Li; Sheng Xu; Brad J. Wood
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Exploration using holographic hands as a modality for skills training in medicine
Author(s): Regina Leung; Andras Lasso; Matthew S. Holden; Boris Zevin; Gabor Fichtinger
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High fidelity virtual reality orthognathic surgery simulator
Author(s): Venkata S. Arikatla; Mohit Tyagi; Andinet Enquobahrie; Tung Nguyen; George H. Blakey; Ray White; Beatriz Paniagua
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Augmented reality needle ablation guidance tool for irreversible electroporation in the pancreas
Author(s): Timur Kuzhagaliyev; Neil T. Clancy; Mirek Janatka; Kevin Tchaka; Francisco Vasconcelos; Matthew J. Clarkson; Kurinchi Gurusamy; David J. Hawkes; Brian Davidson; Danail Stoyanov
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Augmented reality assistance in training needle insertions of different levels of difficulty
Author(s): Caitlin T. Yeo; Tamas Ungi; Regina Leung; Eric Moult; Derek Sargent; Robert McGraw; Gabor Fichtinger
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Automated segmentation and radiomic characterization of visceral fat on bowel MRIs for Crohn's disease
Author(s): Iulia Barbur; Jacob Kurowski; Kaustav Bera; Rajat Thawani; Jean-Paul Achkar; Claudio Fiocchi; Marsha Kay; Rishi Gupta; Satish Viswanath
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A semiautomatic algorithm for three-dimensional segmentation of the prostate on CT images using shape and local texture characteristics
Author(s): Maysam Shahedi; Ling Ma; Martin Halicek; Rongrong Guo; Guoyi Zhang; David M. Schuster; Peter Nieh; Viraj Master; Baowei Fei
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Auto-contouring via automatic anatomy recognition of organs at risk in head and neck cancer on CT images
Author(s): Xingyu Wu; Jayaram K. Udupa; Yubing Tong; Dewey Odhner; Gargi V. Pednekar; Charles B. Simone; David McLaughlin; Chavanon Apinorasethkul; John Lukens; Dimitris Mihailidis; Geraldine Shammo; Paul James; Joseph Camaratta; Drew A. Torigian
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Optimal multimodal virtual bronchoscopy for convex-probe endobronchial ultrasound
Author(s): William E. Higgins; Xiaonan Zang; Ronnarit Cheirsilp; Patrick D. Byrnes; Trevor K. Kuhlengel; Jennifer Toth; Rebecca Bascom
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Machine learning-based colon deformation estimation method for colonoscope tracking
Author(s): Masahiro Oda; Takayuki Kitasaka; Kazuhiro Furukawa; Ryoji Miyahara; Yoshiki Hirooka; Hidemi Goto; Nassir Navab; Kensaku Mori
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A real-time system for prosthetic valve tracking
Author(s): Martin Wagner; Lindsay Bodart; Sebastian Schafer; Amish N. Raval; Michael Speidel
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Determining in-silico left ventricular contraction force of myocardial infarct tissue using a composite material model
Author(s): Sergio C. H. Dempsey; Abbas Samani
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A machine learning approach for biomechanics-based tracking of lung tumor during external beam radiation therapy
Author(s): Elham Karami; Stewart Gaede; Ting-Yim Lee; Abbas Samani
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Lung deformation between preoperative CT and intraoperative CBCT for thoracoscopic surgery: a case study
Author(s): Pablo Alvarez; Matthieu Chabanas; Simon Rouzé; Miguel Castro; Yohan Payan; Jean-Louis Dillenseger
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Regional lung ventilation estimation based on supervoxel tracking
Author(s): Adam Szmul; Bartlomiej W. Papiez; Tahreema Matin; Fergus V. Gleeson; Julia A. Schnabel; Vicente Grau
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Trackerless surgical image-guided system design using an interactive extension of 3D Slicer
Author(s): Xiaochen Yang; Rohan Vijayan; Ma Luo; Logan W. Clements; Reid C. Thompson; Benoit M. Dawant; Michael I. Miga
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Advanced image registration and reconstruction using the O-Arm system: dose reduction, image quality, and guidance using known-component models
Author(s): A. Uneri; X. Zhang; J. W. Stayman; P. Helm; G. M. Osgood; N. Theodore; J. H. Siewerdsen
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A system for automatic monitoring of surgical instruments and dynamic non-rigid surface deformations in breast cancer surgery
Author(s): Winona L. Richey; Ma Luo; Sarah E. Goodale; Logan W. Clements; Ingrid M. Meszoely; Michael I. Miga
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Intraoperative deformation during laryngoscopy of irradiated and non-irradiated patients
Author(s): Xiaotian Wu; Joseph A. Paydarfar; Ryan J. Halter
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Design and validation of a large, open-source library of rigid-body markers for surgical navigation (Conference Presentation)
Author(s): Alisa J. V. Brown; Ali Uneri; Tharindu De Silva; Jeffrey H. Siewerdsen
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A novel small field of view hybrid gamma camera for scintigraphic imaging (Conference Presentation)
Author(s): Mohammed S. Alqahtani; John E. Lees; Sarah L. Bugby; Layal K. Jambi; Aik H. Ng; Bahadar S. Bhatia; Numan S. Dawood; Awad M. Almarhaby; William R. McKnight; Alan C. Perkins
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Needle deflection in thermal ablation procedures of liver tumors: a CT image analysis
Author(s): Tonke L. de Jong; Camiel Klink; Adriaan Moelker; Jenny Dankelman; John J. van den Dobbelsteen
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Atomic force stiffness imaging: capturing differences in mechanical properties to identify and localize areas of prostate cancer tissue
Author(s): Clara Essmann; Alex Freeman; Vijay M. Pawar; Danail Stoyanov
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Automatic definition of surgical trajectories and acceptance window in pelvic trauma surgery using deformable registration
Author(s): R. Han; B. Ramsay; T. De Silva; J. Goerres; A. Uneri; M. Ketcha; M. Jacobson; N. Sheth; S. Vogt; G. Kleinszig; G. Osgood; J. H. Siewerdsen
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Intra-operative 360° 3D transvaginal ultrasound guidance during high-dose-rate interstitial gynecologic brachytherapy needle placement
Author(s): Jessica R. Rodgers; Jeffrey Bax; Vikram Velker; Kathleen Surry; David D'Souza; Eric Leung; Aaron Fenster
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Ring navigation: an ultrasound-guided technique using real-time motion compensation for prostate biopsies
Author(s): Derek J. Gillies; Lori Gardi; David Tessier; Ashley Mercado; Aaron Fenster
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Using water-soluble additive manufacturing for cheap and soft silicon organ models
Author(s): Daniel Reichard; Markus Gern; Isabel Funke; Sebastian Bodenstedt; Hannes Kenngott; Beat Peter Müller-Stich; Christian Pylatiuk; Rüdiger Dillmann; Stefanie Speidel
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PedBot: robotically assisted ankle robot and video game for children with neuromuscular disorders
Author(s): Reza Monfaredi; Hadi Fooladi; Pooneh Roshani; Staci Kovelman; Tyler Salvador; Catherine Coley; Sara Alyamani; Paola Pergami; Kevin Cleary; Sally Evans
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A mold design for creating low-cost patient specific models with complex anatomy
Author(s): Reid Vassallo; Daniel Bainbridge; John Moore; Terry Peters
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3D tissue mimicking biophantoms for ultrasound imaging: bioprinting and image analysis
Author(s): Shekoofeh Azizi; Sharareh Bayat; Ajay Rajaram; Emran M. A. Anas; Tamer Mohamed; Konrad Walus; Purang Abolmaesumi; Parvin Mousavi
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Validation of cochlear implant electrode localization techniques
Author(s): Yiyuan Zhao; Robert F. Labadie; Benoit M. Dawant; Jack H. Noble
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Vessel layer separation in x-ray angiograms with fully convolutional network
Author(s): Haidong Hao; Hua Ma; Theo van Walsum
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Geometric modeling of the aortic inner and outer vessel wall from CTA for aortic dissection analysis
Author(s): Katharina Eigen; Michael Wels; Daniel-Sebastian Dohle; Michael Suehling; Andreas Maier
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Develop and validate a finite element method model for deformation matching of laparoscopic gastrectomy navigation
Author(s): Tao Chen; Guodong Wei; Weili Shi; Yuichiro Hayashi; Masahiro Oda; Zhengang Jiang; Guoxin Li; Kensaku Mori
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Bayesian delineation framework of clinical target volumes for prostate cancer radiotherapy using an anatomical-features-based machine learning technique
Author(s): K. Ninomiya; H. Arimura; M. Sasahara; T. Hirose; S. Ohga; Y. Umezu; H. Honda; T. Sasaki
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Real-time workflow detection using webcam video for providing real-time feedback in central venous catheterization training
Author(s): Rebecca Hisey; Tamas Ungi; Matthew Holden; Zachary Baum; Zsuzsanna Keri; Caitlin McCallum; Daniel W. Howes; Gabor Fichtinger
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Control of real-time MRI with a 3D controller during radiofrequency ablation
Author(s): Vanessa Zurawka; Rüdiger Hoffmann; Oliver Burgert
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In vivo reconstruction of coronary artery and bioresorbable stents from intracoronary optical coherence tomography
Author(s): Yingguang Li; Niels R. Holm; Zhenyu Fei; Jouke Dijkstra; Emil N. Holck; Evald Høj Christiansen; Johan H. C. Reiber; Shengxian Tu
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Automated location detection of injection site for preclinical stereotactic neurosurgery through fully convolutional network
Author(s): Zheng Liu; Hemmings Wu; Shiva Abbaszadeh
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Pre- to post-operative CT image registration to estimate cortical shift for image updating in deep brain stimulation
Author(s): Chen Li; Xiaoyao Fan; Joshua Aronson; Keith D. Paulsen
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A learning curve analysis of ultrasound-guided in-plane and out-of-plane vascular access training with Perk Tutor
Author(s): Sean Xia; Zsuzsanna Keri; Matthew S. Holden; Rebecca Hisey; Hillary Lia; Tamas Ungi; Christopher H. Mitchell; Gabor Fichtinger
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Clinical feasibility of x-ray based pose estimation of a transthoracic echo probe using attached fiducials
Author(s): Lindsay E. Bodart; Benjamin R. Ciske; Martin Wagner; Amish N. Raval; Michael A. Speidel
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Towards webcam-based tracking for interventional navigation
Author(s): Mark Asselin; Andras Lasso; Tamas Ungi; Gabor Fichtinger
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HoloLens in suturing training
Author(s): Hillary Lia; Gregory Paulin; Caitlin T. Yeo; Jessica Andrews; Nelson Yi; Hassan Haq; Steve Emmanuel; Kristian Ludig; Zsuzsanna Keri; Andras Lasso; Gabor Fichtinger
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Architectural analysis on dynamic MRI to study thoracic insufficiency syndrome
Author(s): Jie Song; Jayaram K. Udupa; Yubing Tong; Liang Xiao; Caiyun Wu; Joseph McDonough; Anthony Capraro; Drew A. Torigian; Robert M. Campbell
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Improvement of liver ablation treatment for colorectal liver metastases
Author(s): Brian M. Anderson; Ethan Y. Lin; Guillaume Cazoulat; Sanjay Gupta; Bruno C. Odisio; Kristy K. Brock
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Hippotherapy simulator for children with cerebral palsy
Author(s): Hadi Fooladi Talari; Pooneh R. Tabrizi; Olga Morozova; Justin Burton; Justine Belschner; Reza Monfaredi; Tyler Salvador; Catherine Coley; Sara Alyamani; Sandra Saavedra; Adam Goodworth; Sally Evans; Kevin Cleary
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Quantitative assessment of cardiac motion using multiphase computed tomography imaging with application to cardiac ablation therapy
Author(s): A. C. Hasnain; A. Suzuki; S. Wang; H. Konishi; S. Hohmann; L. K. Newman; K. D. Parker; A. J. Deisher; D. L. Packer; M. E. Rettmann
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Liver surface reconstruction for image guided surgery
Author(s): Congcong Wang; Faouzi Alaya Cheikh; Mounir Kaaniche; Ole Jakob Elle
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Fusing acoustic and optical sensing for needle tracking with ultrasound
Author(s): Alexis Cheng; Bofeng Zhang; Philip Oh; Emad M. Boctor
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Treatment plan library based on population shape analysis for cervical adaptive radiotherapy
Author(s): Bastien Rigaud; Antoine Simon; Maxime Gobeli; Julie Leseur; Danièle Williaume; Oscar Acosta; Pascal Haigron; Renaud de Crevoisier
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Ultrathin and flexible 4-channel scope for guiding surgical resections using a near-infrared fluorescence molecular probe for cancer
Author(s): Yang Jiang; Emily J. Girard; Fiona Pakiam; Eric J. Seibel
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Ultrasound imaging of the posterior skull for neurosurgical registration
Author(s): Grace Underwood; Tamas Ungi; Andras Lasso; Gernot Kronreif; Gabor Fichtinger
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Development of an augmented reality approach to mammographic training: overcoming some real world challenges
Author(s): Qiang Tang; Yan Chen; Gerald Schaefer; Alastair G. Gale
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Image quality and segmentation
Author(s): Gargi V. Pednekar; Jayaram K. Udupa; David J. McLaughlin; Xingyu Wu; Yubing Tong; Charles B. Simone; Joseph Camaratta; Drew A. Torigian
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Distant pulse oximetry based on skin region extraction and multi-spectral measurement
Author(s): Christian Herrmann; Jürgen Metzler; Dieter Willersinn; Jürgen Beyerer
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Tracking of liver vessel bifurcations in 3D+t ultrasound by subsequent approximations of a rigid shape model
Author(s): Heinrich M. Overhoff
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Precision blood flow measurements in vascular networks with conservation constraints
Author(s): Gabe Shaughnessy; Carson Hoffman; Sebastian Schafer; Paul Laeseke; Charles A. Mistretta; Charles M. Strother
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Osteotomy planner: an open-source tool for osteotomy simulation
Author(s): Sam Horvath; Beatriz Paniagua; Johan Andruejol; Antonio R. Porras; Marius George Linguraru; Andinet Enquobahrie
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In vivo imaging of radiopaque resorbable inferior vena cava filter infused with gold nanoparticles
Author(s): Li Tian; Patrick Lee; Burapol Singhana; Aaron Chen; Yang Qiao; Linfeng Lu; Jonathan Martinez; Ennio Tasciotti; Megan C. Jacobsen; Adam Melancon; Mark McArthur; Mitch Eggers; Steven Huang; Marites P. Melancon
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Micromechanics based modelling of in-vivo respiratory motion of the diaphragm muscle with the incorporation of optimized z-disks mechanics
Author(s): Brett Coelho; Abbas Samani
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Cone beam tomosynthesis fluoroscopy: a new approach to 3D image guidance
Author(s): Cristian Atria; Lisa Last; Nathan Packard; Frederic Noo
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Surgical skill level assessment using automatic feature extraction methods
Author(s): Marzieh Ershad; Robert Rege; Ann Majewicz
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Bundling 3D- and 2D-based registration of MRI to x-ray breast tomosynthesis
Author(s): P. Cotic Smole; N. V. Ruiter; C. Kaiser; J. Krammer; T. Hopp
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Towards robust needle segmentation and tracking in pediatric endoscopic surgery
Author(s): Yujun Chen; Murilo M. Marinho; Yusuke Kurose; Atsushi Nakazawa; Kyoichi Deie; Kanako Harada; Mamoru Mitsuishi
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CT-ultrasound deformable registration for PET-determined prostate brachytherapy
Author(s): Junghoon Lee; Daniel Y. Song
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ProjectAlign: a real-time ultrasound guidance system for spinal midline detection during epidural needle placement
Author(s): Alexander R. Toews; Simon Massey; Vit Gunka; Victoria A. Lessoway; Robert N. Rohling
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