A Survey of Medical Image Registration

Size: px
Start display at page:

Download "A Survey of Medical Image Registration"

Transcription

1 A Survey of Medical Image Registration CT MRI SPECT PET CT X PET PACS [1] / 2D/3D / (feature-based) (intensity-based) (internal feature) (external feature)

2 external marker [2] Andre G [3] 1.5mm 3 2. (internal marker) Hill DL [4] 11 <1mm 1.73mm Meyer CR [5] Maurer CR [6,7] (weighted geometrical features, WGF) 3D [8] 2D/3D 2D 3D [9] 3D CT/PET 3. 2D 3D

3 2D/3D [10] [11,12] Wang Y [13] Krinacou [14] neo-hookean Andresen [15] (diffusion) (Guassian kernel) (geometry-constrained) 1. [16,17] 3D 2. [18] Woods RP [19]

4 2D x y 3. [20,21,22,23] 2D [24] Timothy [25] Fitzpatrick [26] CT MRI PET Evans [27] MRI PET Visible Human CT MRI

5 Golden [1] Maintz JBA, Viergever MA. Asurvey of medical image registration [J]. Medical Image Analysis, 1998, 2(1): 1-36 [2] Maurer CR, Aboutanos GB, Fitzpatrick JM et al. Estimation of accuracy in localizing externally attached markers in multimodal volume head images [J]. Medical Imaging:Image Processing, 1993, 1898: ,SPIE Press [3] Andre G, Wu K. Providing visual information to validate 2-D to 3-D registration [J]. Medical Image Analysis, 2000, 4: [4] Hill DL, Hawkes DJ, Hussain Z, et al. Accurate Frameless Registration of MR and CT Images of the Head: Applications in Surgery and Radiotherapy Planning [J]. Radiology, 1994, 191: [5] Meyer CR, Leichtman GS. Simultaneous Usage of Homologous Point, Lines, and Planes for Optimal, 3-D Linear Registration of Multimodality Imaging Data [J] IEEE Trans Med. Imaging 1995, 14(1): 1-11 [6] Maurer CR, Fitzpatrick JM. Registration of 3-D Image Using Weighted Geometrical Features [J].IEEE Trans Med. Imaging, (6.): [7] Ge Y, Maurer CR, Fitzpatrick JM. Suface-based 3-D image registration using the iterative closest point algorithm with a closet point transform [J]. Medical

6 Imaging:Image Processing, 1996, 2710: ,SPIE Press [8] Hsu L. Automated registration of brain images using edge and surface feature [J].IEEE Engineering in Medicine and Biology, 1999, 11: [9] Chen C, Pelizzari CA, Chen GTY, et al. Image correlation techniques in radiation therapy planning [J]. Comput Med Image Graphics, 1989, 13: [10] Gee JC, Reivicj M, Bajcsy R. Elastically deforming 3D atlas to match anatomical brain images [J]. Computer Assisted Tomography, 1993, 17: [11] Christensen GE, Rabbit RD, Miller MI, et al. Automatic analysis of medical images using a deformable textbook [J]. Computer Assisted Radiology, 1995a: [12] Christensen GE, Rabbit RD, Miller MI, et al. Deformable templates using large deformation Kinematics [J].IEEE Trans on Image Processing, 1996, 5(10): [13] Wang Y, Staib LH. Integrated approaches to non-rigid registration in medical images Workshop on Applications of Computer Vision, Princeton, NJ, 1998, 10: [14] Krinacou SK, Davatzikos C, Zinreich SJ, et al. Nonlinear Elastic Registration of Brain Images with Tumor Pathology using a Biomechanical Model [J]. IEEE Trans. On Medical Imaging, 1999, 18(7): [15] Andresen PR. Non-rigid registration by geometry-constained diffusion [J]. Medical Image Analysis, 2001(5):81-95 [16] Aratan LK. Three-Dimensional Anatomical Model-based Segmentation of MR Brain Image through Principal Axes registration [J]. IEEE Trans. On Biomedical Engineering 1995, 42(11): [17] Atam PD. Iterative principal Axes Registration method for analysis of MR-PET brain images, IEEE Trans. On Biomedical Engineering, 1995, 42(11): [18] Lehmann T, Goerke C, Schmitt W, et al. A retation-extended cepstrum technique optimized by systematic analysis of various sets of X-ray images [J]. Medical Imaging:Image Processing, 1996, 2710: ,SPIE Press [19] Woods RP, Maziiotta JC, Cherry SR, et al. MRI-PET registration with automated algorithm [J]. Comp Assis Tomograph, 1993, 17: [20] Wells WM, Viola P, Kikinis R, et al. Multi-modal volume registration by Maximization of mutual information [J]. Medical Image Analysis, 1996, 1(1):

7 35-51 [21] Meyer CR, Leichtman GS, Brunberg JA,et al. Demonstration of accuracy and clinical versatility of mutual information for automatic multimodality image fusion using affine and thin plane spline warped geometric deformations [J]. Medical Image Analysis, 1997, 1(3): [22] Maes F, Multimodality image registration by Maximization of mutual information [J]. IEEE Trans. On Medical Imaging, 1997, 16(2): [23] Maes F, Vandermeulen D, Suetens P. Comparative evaluation of multiresolution optimization strategies for multimodality image registration by maximization of mutual information [J]. Medical Image Analysis, 1999, 3(12): [24] West J.Comparison and evalution of retrospective intermodality image registration technique [J]. Medical Imaging:Image Processing, 1996, 2710: ,SPIE Press [25] Timothy GT, Ronald JJ. Accuracy of Registration of PET, SPECT and MR Images of a Brain Phantom [J]. Nucl med 1993, 34(9): [26] Ge Y, Fitzpatrick JM. Retrospective registration of PET and MR brain images: An algorithm and its stereotactic validation [J] J Compute Assistant Tomograph, 1994, 18: [27] Evans AC, Collins DL, Nellin P, et al. Correlative analysis of three-dimessional brain images Computer-intergrates Surgery, Technology and Clinical Applications, 1996, , MIT Press

Image Registration and Fusion. Professor Michael Brady FRS FREng Department of Engineering Science Oxford University

Image Registration and Fusion. Professor Michael Brady FRS FREng Department of Engineering Science Oxford University Image Registration and Fusion Professor Michael Brady FRS FREng Department of Engineering Science Oxford University Image registration & information fusion Image Registration: Geometric (and Photometric)

More information

Linköping University Electronic Press

Linköping University Electronic Press Linköping University Electronic Press Book Chapter Multi-modal Image Registration Using Polynomial Expansion and Mutual Information Daniel Forsberg, Gunnar Farnebäck, Hans Knutsson and Carl-Fredrik Westin

More information

A Three-Dimensional Correlation Method for Registration of Medical Images in Radiology

A Three-Dimensional Correlation Method for Registration of Medical Images in Radiology A Three-Dimensional Correlation Method for Registration of Medical Images in Radiology Michalakis F. Georgiou 1, Joachim H. Nagel 2, George N. Sfakianakis 3 1,3 Department of Radiology, University of Miami

More information

A Binary Entropy Measure to Assess Nonrigid Registration Algorithms

A Binary Entropy Measure to Assess Nonrigid Registration Algorithms A Binary Entropy Measure to Assess Nonrigid Registration Algorithms Simon K. Warfield 1, Jan Rexilius 1, Petra S. Huppi 2, Terrie E. Inder 3, Erik G. Miller 1, William M. Wells III 1, Gary P. Zientara

More information

Validation in medical image processing.

Validation in medical image processing. Validation in medical image processing. Pierre Jannin, Elizabeth Krupinski, Simon K. Warfield To cite this version: Pierre Jannin, Elizabeth Krupinski, Simon K. Warfield. Validation in medical image processing..

More information

Learning Similarity Measure for Multi-Modal 3D Image Registration

Learning Similarity Measure for Multi-Modal 3D Image Registration Learning Similarity Measure for Multi-Modal 3D Image Registration Daewon Lee 1, Matthias Hofmann 1,2, Florian Steinke 1,3, Yasemin Altun 1, Nathan D. Cahill 2,4, and Bernhard Schölkopf 1 1 Max Planck Institute

More information

AN ARCHITECTURE FOR INTERACTIVE MULTIMODAL VISUALIZATION SYSTEM

AN ARCHITECTURE FOR INTERACTIVE MULTIMODAL VISUALIZATION SYSTEM AN ARCHITECTURE FOR INTERACTIVE MULTIMODAL VISUALIZATION SYSTEM ISABEL H. MANSSOUR *#, SÉRGIO S. FURUIE +, LUCIANA P. NEDEL * AND CARLA M. DAL SASSO FREITAS * * UFRGS - Universidade Federal do Rio Grande

More information

AnatomyBrowser: A Framework for Integration of Medical Information

AnatomyBrowser: A Framework for Integration of Medical Information In Proc. First International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 98), Cambridge, MA, 1998, pp. 720-731. AnatomyBrowser: A Framework for Integration of Medical

More information

Image Segmentation and Registration

Image Segmentation and Registration Image Segmentation and Registration Dr. Christine Tanner (tanner@vision.ee.ethz.ch) Computer Vision Laboratory, ETH Zürich Dr. Verena Kaynig, Machine Learning Laboratory, ETH Zürich Outline Segmentation

More information

Simultaneous Gamma Correction and Registration in the Frequency Domain

Simultaneous Gamma Correction and Registration in the Frequency Domain Simultaneous Gamma Correction and Registration in the Frequency Domain Alexander Wong a28wong@uwaterloo.ca William Bishop wdbishop@uwaterloo.ca Department of Electrical and Computer Engineering University

More information

Rapid Modeling für bildgestützte Interventionen Prof. Dr.-Ing. Stefan Weber

Rapid Modeling für bildgestützte Interventionen Prof. Dr.-Ing. Stefan Weber Rapid Modeling für bildgestützte Interventionen Prof. Dr.-Ing. Stefan Weber ARTORG - Research Center ISTB - Institute for Surgical Technology and Biomechanics University of Bern Outline > Clinical Challenge:

More information

Image Area. View Point. Medical Imaging. Advanced Imaging Solutions for Diagnosis, Localization, Treatment Planning and Monitoring. www.infosys.

Image Area. View Point. Medical Imaging. Advanced Imaging Solutions for Diagnosis, Localization, Treatment Planning and Monitoring. www.infosys. Image Area View Point Medical Imaging Advanced Imaging Solutions for Diagnosis, Localization, Treatment Planning and Monitoring www.infosys.com Over the years, medical imaging has become vital in the early

More information

Diffeomorphic Diffusion Registration of Lung CT Images

Diffeomorphic Diffusion Registration of Lung CT Images Diffeomorphic Diffusion Registration of Lung CT Images Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, and Heinz Handels Institute of Medical Informatics, University of Lübeck, Lübeck, Germany,

More information

Why do we have so many brain coordinate systems? Lilla ZölleiZ WhyNHow seminar 12/04/08

Why do we have so many brain coordinate systems? Lilla ZölleiZ WhyNHow seminar 12/04/08 Why do we have so many brain coordinate systems? Lilla ZölleiZ WhyNHow seminar 12/04/08 About brain atlases What are they? What do we use them for? Who creates them? Which one shall I use? Brain atlas

More information

High-accuracy ultrasound target localization for hand-eye calibration between optical tracking systems and three-dimensional ultrasound

High-accuracy ultrasound target localization for hand-eye calibration between optical tracking systems and three-dimensional ultrasound High-accuracy ultrasound target localization for hand-eye calibration between optical tracking systems and three-dimensional ultrasound Ralf Bruder 1, Florian Griese 2, Floris Ernst 1, Achim Schweikard

More information

QAV-PET: A Free Software for Quantitative Analysis and Visualization of PET Images

QAV-PET: A Free Software for Quantitative Analysis and Visualization of PET Images QAV-PET: A Free Software for Quantitative Analysis and Visualization of PET Images Brent Foster, Ulas Bagci, and Daniel J. Mollura 1 Getting Started 1.1 What is QAV-PET used for? Quantitative Analysis

More information

Registration of bone structures in 3D ultrasound and CT data: Comparison of different optimization strategies

Registration of bone structures in 3D ultrasound and CT data: Comparison of different optimization strategies Registration of bone structures in 3D ultrasound and CT data: Comparison of different optimization strategies Susanne Winter a Bernhard Brendel b Christian Igel a a Institut für Neuroinformatik, Ruhr-Universität

More information

Multi-Atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT

Multi-Atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT Multi-Atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT Yinong Wang 1, Jianhua Yao 1, Holger R. Roth 1, Joseph E. Burns 2, and Ronald M. Summers 1 1 Imaging

More information

Medical Image Processing on the GPU. Past, Present and Future. Anders Eklund, PhD Virginia Tech Carilion Research Institute andek@vtc.vt.

Medical Image Processing on the GPU. Past, Present and Future. Anders Eklund, PhD Virginia Tech Carilion Research Institute andek@vtc.vt. Medical Image Processing on the GPU Past, Present and Future Anders Eklund, PhD Virginia Tech Carilion Research Institute andek@vtc.vt.edu Outline Motivation why do we need GPUs? Past - how was GPU programming

More information

Representation and visualization of variability in a 3D anatomical atlas using the kidney as an example

Representation and visualization of variability in a 3D anatomical atlas using the kidney as an example Representation and visualization of variability in a 3D anatomical atlas using the kidney as an example Silke Hacker and Heinz Handels Department of Medical Informatics, University Medical Center Hamburg-Eppendorf,

More information

Computer Aided Liver Surgery Planning Based on Augmented Reality Techniques

Computer Aided Liver Surgery Planning Based on Augmented Reality Techniques Computer Aided Liver Surgery Planning Based on Augmented Reality Techniques Alexander Bornik 1, Reinhard Beichel 1, Bernhard Reitinger 1, Georg Gotschuli 2, Erich Sorantin 2, Franz Leberl 1 and Milan Sonka

More information

Moving Beyond RECIST

Moving Beyond RECIST Moving Beyond RECIST Ihab R. Kamel, M.D., Ph.D. ikamel@jhmi.edu Associate Professor Clinical Director, MRI Department of Radiology The Johns Hopkins University School of Medicine Outline Standard measures

More information

REGISTRATION OF 3D ULTRASOUND IMAGES TO SURFACE MODELS OF THE HEART

REGISTRATION OF 3D ULTRASOUND IMAGES TO SURFACE MODELS OF THE HEART To appear in: Proceedings of the Interface to Real & Virtual Worlds (Montpellier, France, May 28-30, 1997) REGISTRATION OF 3D ULTRASOUND IMAGES TO SURFACE MODELS OF THE HEART Stefan Pieper, Michael Weidenbach*,

More information

What s New in DICOM. DICOM Workshop @ SPIE MEDICAL IMAGING February 2010. Bas Revet, Philips Healthcare (Chair WG 6)

What s New in DICOM. DICOM Workshop @ SPIE MEDICAL IMAGING February 2010. Bas Revet, Philips Healthcare (Chair WG 6) What s New in DICOM DICOM Workshop @ SPIE MEDICAL IMAGING February 2010 Bas Revet, Philips Healthcare (Chair WG 6) DICOM is the International Standard for Medical Imaging and related information: images,

More information

Saturation Biopsy vs. 3D Spatial Biopsy vs. Free Hand Ultrasound biopsy for Targeted Prostate Cancer Therapies

Saturation Biopsy vs. 3D Spatial Biopsy vs. Free Hand Ultrasound biopsy for Targeted Prostate Cancer Therapies Saturation Biopsy vs. 3D Spatial Biopsy vs. Free Hand Ultrasound biopsy for Targeted Prostate Cancer Therapies John F. Ward, MD Assistant Professor University of Texas M. D. Anderson Cancer Center Ablation

More information

Emory University RT to Bachelor of Medical Science Degree Medical Imaging

Emory University RT to Bachelor of Medical Science Degree Medical Imaging Emory University RT to Bachelor of Medical Science Degree Medical Imaging Courses: All RT-BMSc students must complete all of the program s core courses and the courses specific to their selected minor

More information

Prediction of Respiratory Motion Using A Statistical 4D Mean Motion Model

Prediction of Respiratory Motion Using A Statistical 4D Mean Motion Model Second International Workshop on -3- Prediction of Respiratory Motion Using A Statistical 4D Mean Motion Model Jan Ehrhardt 1, René Werner 1, Alexander Schmidt Richberg 1, and Heinz Handels 1 Department

More information

Norbert Schuff Professor of Radiology VA Medical Center and UCSF Norbert.schuff@ucsf.edu

Norbert Schuff Professor of Radiology VA Medical Center and UCSF Norbert.schuff@ucsf.edu Norbert Schuff Professor of Radiology Medical Center and UCSF Norbert.schuff@ucsf.edu Medical Imaging Informatics 2012, N.Schuff Course # 170.03 Slide 1/67 Overview Definitions Role of Segmentation Segmentation

More information

WHERE IN THE WORLD JILL LIPOTI?

WHERE IN THE WORLD JILL LIPOTI? WHERE IN THE WORLD IS JILL LIPOTI? HELLO FROM NEW JERSEY CRCPD - National Symposium on Fusion Imaging and Multimodalities February 18-20, 2004 Kansas City, Missouri New Jersey s Requirements As They Pertain

More information

MEHMET ZÜBEYİR ÜNLÜ, PhD

MEHMET ZÜBEYİR ÜNLÜ, PhD MEHMET ZÜBEYİR ÜNLÜ, PhD Izmir Institute of Technology Department of Electrical & Electronics Engineering Gülbahçe Köyü, Urla, 35430, Izmir, Türkiye Office: +90 (232) 750 6598 Cell: +90 (505) 747 2740

More information

ParaVision 6. Innovation with Integrity. The Next Generation of MR Acquisition and Processing for Preclinical and Material Research.

ParaVision 6. Innovation with Integrity. The Next Generation of MR Acquisition and Processing for Preclinical and Material Research. ParaVision 6 The Next Generation of MR Acquisition and Processing for Preclinical and Material Research Innovation with Integrity Preclinical MRI A new standard in Preclinical Imaging ParaVision sets a

More information

Machine Learning for Medical Image Analysis. A. Criminisi & the InnerEye team @ MSRC

Machine Learning for Medical Image Analysis. A. Criminisi & the InnerEye team @ MSRC Machine Learning for Medical Image Analysis A. Criminisi & the InnerEye team @ MSRC Medical image analysis the goal Automatic, semantic analysis and quantification of what observed in medical scans Brain

More information

multimodality image processing workstation Visualizing your SPECT-CT-PET-MRI images

multimodality image processing workstation Visualizing your SPECT-CT-PET-MRI images multimodality image processing workstation Visualizing your SPECT-CT-PET-MRI images InterView FUSION InterView FUSION is a new visualization and evaluation software developed by Mediso built on state of

More information

Feature Point Selection using Structural Graph Matching for MLS based Image Registration

Feature Point Selection using Structural Graph Matching for MLS based Image Registration Feature Point Selection using Structural Graph Matching for MLS based Image Registration Hema P Menon Department of CSE Amrita Vishwa Vidyapeetham Coimbatore Tamil Nadu - 641 112, India K A Narayanankutty

More information

AK IMRT Würzburg 26./27.03.2009. Roland Kramer, Conmedica GmbH, Schriesheim

AK IMRT Würzburg 26./27.03.2009. Roland Kramer, Conmedica GmbH, Schriesheim AK IMRT Würzburg 26./27.03.2009 Roland Kramer, Conmedica GmbH, Schriesheim 2 AK IMRT Würzburg 26./27.03.2009 Roland Kramer, Conmedica GmbH, Schriesheim OVERVIEW 3 Company Background AlignRT GateCT and

More information

S. Raith 1, M.Eder 1, F. v Waldenfels 1, J. Jalali 2, A.Volf 1, L. Kovacs 1

S. Raith 1, M.Eder 1, F. v Waldenfels 1, J. Jalali 2, A.Volf 1, L. Kovacs 1 Optimization of material parameters for the constitutive modelling of the female breast based on MRI data, 3-D surface scanning and finite element simulation S. Raith 1, M.Eder 1, F. v Waldenfels 1, J.

More information

Optimization of image quality through online motion correction

Optimization of image quality through online motion correction Advanced imaging technologies a revolution in diagnosis and treatment Optimization of image quality through online motion correction Oline Vinter Olesen December 10, 2010 Medical Solutions, Siemens Institute

More information

Performance evaluation of an automated image registration algorithm using an integrated kilovoltage imaging and guidance system

Performance evaluation of an automated image registration algorithm using an integrated kilovoltage imaging and guidance system JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, VOLUME 7, NUMBER 1, WINTER 2006 Performance evaluation of an automated image registration algorithm using an integrated kilovoltage imaging and guidance system

More information

Implementation and evaluation of a new workflow for registration and segmentation of pulmonary MRI data for regional lung perfusion assessment

Implementation and evaluation of a new workflow for registration and segmentation of pulmonary MRI data for regional lung perfusion assessment IOP PUBLISHING Phys. Med. Biol. 52 (2007) 1261 1275 PHYSICS IN MEDICINE AND BIOLOGY doi:10.1088/0031-9155/52/5/004 Implementation and evaluation of a new workflow for registration and segmentation of pulmonary

More information

Fuzzy Connectedness Image Co-segmentation for Hybrid PET/MRI and PET/CT Scans

Fuzzy Connectedness Image Co-segmentation for Hybrid PET/MRI and PET/CT Scans Fuzzy Connectedness Image Co-segmentation for Hybrid PET/MRI and PET/CT Scans Ziyue Xu, Ulas Bagci, Jayaram K. Udupa and Daniel J. Mollura Abstract In this paper, we presented a 3-D computer-aided co-segmentation

More information

Proposal Title: Smart Analytic Health Plan Systems

Proposal Title: Smart Analytic Health Plan Systems Proposal Title: Smart Analytic Health Plan Systems By Daniela Raicu, Associate Professor, School of Computing, DePaul University I. Proposal Goals and Motivation Someone is going to turn healthcare into

More information

Medical Marijuana Use in Patients with History of SCCHN Treated with Radiotherapy

Medical Marijuana Use in Patients with History of SCCHN Treated with Radiotherapy HEALTH SERVICES RESEARCH Assessment the Impact of Real-time Tumor Tracking & Reduced Planning Target Volume Margins on Quality-of-Life in Prostate Cancer Patients Treatment with Intensity Modulated Radiotherapy

More information

Appendices Master s degree programme Biomedical Engineering 2011-2012

Appendices Master s degree programme Biomedical Engineering 2011-2012 Appendices Master s degree programme Biomedical Engineering 2011-2012 Appendix A Learning outcomes of the degree programme (art. 1.3) The graduate in Biomedical Engineering (BME): 1. has basic knowledge

More information

Radiation Oncology Department Solution

Radiation Oncology Department Solution Radiation Oncology Department Solution Radiation Oncology Department Solution Why MIM? Leading radiation oncology centers around the world are switching to MIM to maximize efficiency and take advantage

More information

Comparison of radiation dose from X-ray, CT, and PET/ CT in paediatric patients with neuroblastoma using a dose monitoring program

Comparison of radiation dose from X-ray, CT, and PET/ CT in paediatric patients with neuroblastoma using a dose monitoring program Comparison of radiation dose from X-ray, CT, and PET/ CT in paediatric patients with neuroblastoma using a dose monitoring program Poster No.: C-0591 Congress: ECR 2015 Type: Authors: Keywords: DOI: Scientific

More information

MATERIALS AND METHODS

MATERIALS AND METHODS REDISTRIBUTION OF LOAD OF INJURED LOWER CERVICAL SPINE UNDER AXIAL COMPRESSION USING FEM E. C. Teo 1 and H. W. Ng 1 1 School of Mechanical and Production Engineering, Nanyang Technological University,

More information

Detection and staging of recurrent prostate cancer is still one of the important clinical problems in prostate cancer. A rise in PSA or biochemical

Detection and staging of recurrent prostate cancer is still one of the important clinical problems in prostate cancer. A rise in PSA or biochemical Summary. 111 Detection and staging of recurrent prostate cancer is still one of the important clinical problems in prostate cancer. A rise in PSA or biochemical recurrence (BCR) is the first sign of recurrent

More information

NHS Imaging and Radiodiagnostic activity in England. 2012/13 Release. August 2013

NHS Imaging and Radiodiagnostic activity in England. 2012/13 Release. August 2013 NHS Imaging and Radiodiagnostic activity in England 2012/13 Release August 2013 Commentary This National Statistics release covers Imaging and Radiodiagnostic examinations or tests carried out in the NHS

More information

PET/CT-MRI First clinical experience

PET/CT-MRI First clinical experience 20 th April 2013, Barcelona, Sp PET/CT-MRI First clinical experience Philippe Appenzeller, MD Staff Radiologist and Nuclear Medicine Physician Department Medical Imaging, University Hospital Zurich PET/CT-MR

More information

2. MATERIALS AND METHODS

2. MATERIALS AND METHODS Difficulties of T1 brain MRI segmentation techniques M S. Atkins *a, K. Siu a, B. Law a, J. Orchard a, W. Rosenbaum a a School of Computing Science, Simon Fraser University ABSTRACT This paper looks at

More information

Validation of 3D motion tracking of pulmonary lesions using CT fluoroscopy images for robotically assisted lung biopsy

Validation of 3D motion tracking of pulmonary lesions using CT fluoroscopy images for robotically assisted lung biopsy Validation of 3D motion tracking of pulmonary lesions using CT fluoroscopy images for robotically assisted lung biopsy Sheng Xu* a, Gabor Fichtinger a, Russell H. Taylor a, Kevin Cleary b a Engineering

More information

NEW HYBRID IMAGING TECHNOLOGY MAY HAVE BIG POTENTIAL FOR IMPROVING DIAGNOSIS OF PROSTATE CANCER

NEW HYBRID IMAGING TECHNOLOGY MAY HAVE BIG POTENTIAL FOR IMPROVING DIAGNOSIS OF PROSTATE CANCER Media Release April 7, 2009 For Immediate Release NEW HYBRID IMAGING TECHNOLOGY MAY HAVE BIG POTENTIAL FOR IMPROVING DIAGNOSIS OF PROSTATE CANCER London, Ontario Improved hybrid imaging techniques developed

More information

Deformable Registration for Image-Guided Radiation Therapy

Deformable Registration for Image-Guided Radiation Therapy Symposium Multimodality Imaging for Radiotherapy : State of the art, needs and perspectives 1/33 Deformable Registration for Image-Guided Radiation Therapy David Sarrut «Radiation, images, oncology» team

More information

Limitations of Human Vision. What is computer vision? What is computer vision (cont d)?

Limitations of Human Vision. What is computer vision? What is computer vision (cont d)? What is computer vision? Limitations of Human Vision Slide 1 Computer vision (image understanding) is a discipline that studies how to reconstruct, interpret and understand a 3D scene from its 2D images

More information

Objectives. Visualization. Radiological Viewing Station. Image Visualization. 2D 3D: Surface plots

Objectives. Visualization. Radiological Viewing Station. Image Visualization. 2D 3D: Surface plots Visualization Objectives Prof. Dr. Thomas M. Deserno, né ehmann Department of Medical Informatics RWTH Aachen University, Aachen, Germany TM Deserno, Master Program BME Visualization 1 Visualization of

More information

Experimental determination of cervical spine mechanical properties

Experimental determination of cervical spine mechanical properties Acta of Bioengineering and Biomechanics Vol. 10, No. 4, 2008 Experimental determination of cervical spine mechanical properties MAREK GZIK*, WOJCIECH WOLAŃSKI, DAGMARA TEJSZERSKA Division of General Mechanics

More information

C++ for Image Processing

C++ for Image Processing C++ for Image Processing Pengwei Hao p.hao@qmul.ac.uk Lecture 1, ECS624U / ECS756P/D Department of Computer Science Queen Mary, University of London The Module Lectures: Friday, 1-3pm, Bancroft Road Teaching

More information

Magnetic Resonance Imaging

Magnetic Resonance Imaging Magnetic Resonance Imaging What are the uses of MRI? To begin, not only are there a variety of scanning methodologies available, but there are also a variety of MRI methodologies available which provide

More information

An Interactive Visualization Tool for Nipype Medical Image Computing Pipelines

An Interactive Visualization Tool for Nipype Medical Image Computing Pipelines An Interactive Visualization Tool for Nipype Medical Image Computing Pipelines Ramesh Sridharan, Adrian V. Dalca, and Polina Golland Computer Science and Artificial Intelligence Lab, MIT Abstract. We present

More information

A Duality Based Algorithm for TV-L 1 -Optical-Flow Image Registration

A Duality Based Algorithm for TV-L 1 -Optical-Flow Image Registration A Duality Based Algorithm for TV-L 1 -Optical-Flow Image Registration Thomas Pock 1, Martin Urschler 1, Christopher Zach 2, Reinhard Beichel 3, and Horst Bischof 1 1 Institute for Computer Graphics & Vision,

More information

Nuclear PACS: Problems, Solutions

Nuclear PACS: Problems, Solutions Nuclear PACS: Problems, Solutions by Jerold W. Wallis, MD Introduction Reprinted with permission: Wallis JW. Nuclear PACS: Problems, Solutions. Decisions in Imaging Economics. 2004;6;21-25. There is increasing

More information

NeuroImage 46 (2009) 762 774. Contents lists available at ScienceDirect. NeuroImage. journal homepage: www.elsevier.

NeuroImage 46 (2009) 762 774. Contents lists available at ScienceDirect. NeuroImage. journal homepage: www.elsevier. NeuroImage 46 (2009) 762 774 Contents lists available at ScienceDirect NeuroImage journal homepage: www.elsevier.com/locate/ynimg Non-diffeomorphic registration of brain tumor images by simulating tissue

More information

Fast mobile reading on the go November 2013. syngo.via WebViewer. Unrestricted Siemens AG 2013 All rights reserved.

Fast mobile reading on the go November 2013. syngo.via WebViewer. Unrestricted Siemens AG 2013 All rights reserved. Fast mobile reading on the go November 2013 syngo.via WebViewer Answers for life. syngo.via WebViewer The mobile extension of syngo.via syngo.via WebViewer 1, enables mobile reading of images with brilliant

More information

Radiation therapy involves using many terms you may have never heard before. Below is a list of words you could hear during your treatment.

Radiation therapy involves using many terms you may have never heard before. Below is a list of words you could hear during your treatment. Dictionary Radiation therapy involves using many terms you may have never heard before. Below is a list of words you could hear during your treatment. Applicator A device used to hold a radioactive source

More information

Finite Element Formulation for Plates - Handout 3 -

Finite Element Formulation for Plates - Handout 3 - Finite Element Formulation for Plates - Handout 3 - Dr Fehmi Cirak (fc286@) Completed Version Definitions A plate is a three dimensional solid body with one of the plate dimensions much smaller than the

More information

Automatic georeferencing of imagery from high-resolution, low-altitude, low-cost aerial platforms

Automatic georeferencing of imagery from high-resolution, low-altitude, low-cost aerial platforms Automatic georeferencing of imagery from high-resolution, low-altitude, low-cost aerial platforms Amanda Geniviva, Jason Faulring and Carl Salvaggio Rochester Institute of Technology, 54 Lomb Memorial

More information

A Log-Euclidean Framework for Statistics on Diffeomorphisms

A Log-Euclidean Framework for Statistics on Diffeomorphisms A Log-Euclidean Framework for Statistics on Diffeomorphisms Vincent Arsigny 1, Olivier Commowick 1,2, Xavier Pennec 1, and Nicholas Ayache 1 1 INRIA Sophia - Epidaure Project, 2004 Route des Lucioles BP

More information

HIMSS Analytics Europe Database. Sample Hospital 1 Unique ID# 69730 Hospital Profile. Name of Hospital. Background Information. Hospital Statistics

HIMSS Analytics Europe Database. Sample Hospital 1 Unique ID# 69730 Hospital Profile. Name of Hospital. Background Information. Hospital Statistics Page 1: 2011 Sample Hospital 1 Gärtnerstraße 5 Berlin, Berlin 10247 Ph: 004930322777 Web: www.samplehealthsystem.de/samplehospital/a Email Convention: .@samplehealthsystem.de of Data:

More information

DETERMINATION OF WOOD MOISTURE PROPERTIES USING CT- SCANNER IN A CONTROLLED ENVIRONMENT

DETERMINATION OF WOOD MOISTURE PROPERTIES USING CT- SCANNER IN A CONTROLLED ENVIRONMENT DETERMINATION OF WOOD MOISTURE PROPERTIES USING CT- SCANNER IN A CONTROLLED ENVIRONMENT Cherepanova, E. 1 & Hansson, L. 2 ABSTRACT The aim of the present work was to examine the existing algorithm for

More information

Corso Integrato di Metodi per Immagini bio-mediche e Chirurgia Assistita MIMCAS. Metodi per bioimmagini Prof. G. Baselli Seminario 24/04/2012

Corso Integrato di Metodi per Immagini bio-mediche e Chirurgia Assistita MIMCAS. Metodi per bioimmagini Prof. G. Baselli Seminario 24/04/2012 Corso Integrato di Metodi per Immagini bio-mediche e Chirurgia Assistita MIMCAS Metodi per bioimmagini Prof. G. Baselli Seminario 24/04/2012 DTI Applications Maria Giulia Preti maria.preti@mail.polimi.it

More information

Valmet: A new validation tool for assessing and improving 3D object segmentation

Valmet: A new validation tool for assessing and improving 3D object segmentation Valmet: A new validation tool for assessing and improving 3D object segmentation 1,2 Guido Gerig, 1 Matthieu Jomier, 2 Miranda Chakos 1 Department of Computer Science, UNC, Chapel Hill, NC 27599, USA 2

More information

Medical Imaging, Acquisition and Processing

Medical Imaging, Acquisition and Processing Medical Imaging, Acquisition and Processing J. Kybic Center for Machine Perception, CTU Prague Medical Imaging, Acquisition and Processing p.1/59 Overview Introduction and motivation Modalities (acquisition

More information

GE Healthcare. Centricity PACS and PACS-IW with Universal Viewer* Where it all comes together

GE Healthcare. Centricity PACS and PACS-IW with Universal Viewer* Where it all comes together GE Healthcare Centricity PACS and PACS-IW with Universal Viewer* Where it all comes together The healthcare industry is going through an unprecedented period of change with providers being called upon

More information

Embedded Systems in Healthcare. Pierre America Healthcare Systems Architecture Philips Research, Eindhoven, the Netherlands November 12, 2008

Embedded Systems in Healthcare. Pierre America Healthcare Systems Architecture Philips Research, Eindhoven, the Netherlands November 12, 2008 Embedded Systems in Healthcare Pierre America Healthcare Systems Architecture Philips Research, Eindhoven, the Netherlands November 12, 2008 About the Speaker Working for Philips Research since 1982 Projects

More information

Clinical Rotation 3: PHYS 705 Fall 2015 (Aug. 25, 2015 to Feb. 25, 2016) COURSE INFORMATION

Clinical Rotation 3: PHYS 705 Fall 2015 (Aug. 25, 2015 to Feb. 25, 2016) COURSE INFORMATION Clinical Rotation 3: PHYS 705 Fall 2015 (Aug. 25, 2015 to Feb. 25, 2016) COURSE INFORMATION Days: Monday-Friday Times: Full Time Location: One of the participating cancer clinics Program Director: George

More information

Multiphysics Software Applications in Reverse Engineering

Multiphysics Software Applications in Reverse Engineering Multiphysics Software Applications in Reverse Engineering *W. Wang 1, K. Genc 2 1 University of Massachusetts Lowell, Lowell, MA, USA 2 Simpleware, Exeter, United Kingdom *Corresponding author: University

More information

Understanding Digital Modalities: System Integration and Use

Understanding Digital Modalities: System Integration and Use Understanding Digital Modalities: System Integration and Use Donald J. Peck, PhD Henry Ford Health System Detroit, MI donaldp@rad.hfh.edu Dicom Digital Imaging and Communications in Medicine Part 3: Information

More information

Image Analysis for Volumetric Industrial Inspection and Interaction

Image Analysis for Volumetric Industrial Inspection and Interaction Image Analysis for Volumetric Industrial Inspection and Interaction Rasmus Larsen Mads F. Hansen, Hildur Olafsdottir, Thomas H. Mosbech, Lasse F. Laursen DTU Informatics (CT) reconstruction from few projections

More information

Monitoring Patient Radiation Dose in VA. Charles M. Anderson MD, PhD Chief Consultant for Diagnostic Services Veterans Health Administration

Monitoring Patient Radiation Dose in VA. Charles M. Anderson MD, PhD Chief Consultant for Diagnostic Services Veterans Health Administration Monitoring Patient Radiation Dose in VA Charles M. Anderson MD, PhD Chief Consultant for Diagnostic Services Veterans Health Administration TWENTY ONE/NOVEMBER 2011 Computed Tomography (CT), Magnetic Resonance

More information

Review of Biomedical Image Processing

Review of Biomedical Image Processing BOOK REVIEW Open Access Review of Biomedical Image Processing Edward J Ciaccio Correspondence: ciaccio@columbia. edu Department of Medicine, Columbia University, New York, USA Abstract This article is

More information

Prepublication Requirements

Prepublication Requirements Issued Prepublication Requirements The Joint Commission has approved the following revisions for prepublication. While revised requirements are published in the semiannual updates to the print manuals

More information

DIAGNOSIS: A Telematics Enabled System for Medical Image Archiving, Management and Diagnosis Assistance

DIAGNOSIS: A Telematics Enabled System for Medical Image Archiving, Management and Diagnosis Assistance P P P IEEE IST 2006 DIAGNOSIS: A Telematics Enabled System for Medical Image Archiving, Management and Diagnosis Assistance 2 S.G. MougiakakouP P, I. ValavanisP P, N.A. MouravlianskyP P, A. NikitaP P,

More information

Key words: treatment planning, quality assurance, 3D treatment planning

Key words: treatment planning, quality assurance, 3D treatment planning American Association of Physicists in Medicine Radiation Therapy Committee Task Group 53: Quality assurance for clinical radiotherapy treatment planning Benedick Fraass a) University of Michigan Medical

More information

Atlantis Dual Degree CRISP. Summer School on Computing, Robotics and Imaging for Surgery Platform Academic Year 2013-14 4 th Cycle

Atlantis Dual Degree CRISP. Summer School on Computing, Robotics and Imaging for Surgery Platform Academic Year 2013-14 4 th Cycle Summer School on Computing, Robotics and Imaging for Surgery Platform 2013-14 4 th Cycle June 23 rd July 11 th 2014 MEDICAL ROBOTICS Course coordination: Giancarlo Ferrigno giancarlo.ferrigno@polimi.it

More information

Malignant Pleural Diseases Advances Clinicians Should Know F Gleeson

Malignant Pleural Diseases Advances Clinicians Should Know F Gleeson Malignant Pleural Diseases Advances Clinicians Should Know F Gleeson The following relevant disclosures, conflicts of interest and/ or financial relationships exist related to this presentation: Consultant

More information

Analysis of Set-up Errors during CT-scan, Simulation, and Treatment Process in Breast Cancer Patients

Analysis of Set-up Errors during CT-scan, Simulation, and Treatment Process in Breast Cancer Patients 대한방사선종양학회지 2005;23(3):169~175 Analysis of Set-up Errors during CT-scan, Simulation, and Treatment Process in Breast Cancer Patients Department of Radiation Oncology, College of Medicine, Ewha Womans University

More information

How To Improve Your Ct Image Quality

How To Improve Your Ct Image Quality Translating Protocols Between Scanner Manufacturer and Model Cynthia H. McCollough, PhD, FACR, FAAPM Professor of Radiologic Physics Director, CT Clinical Innovation Center Department of Radiology Mayo

More information

A Study on the Actual Implementation of the Design Methods of Ambiguous Optical Illusion Graphics

A Study on the Actual Implementation of the Design Methods of Ambiguous Optical Illusion Graphics A Study on the Actual Implementation of the Design Methods of Ambiguous Optical Illusion Graphics. Chiung-Fen Wang *, Regina W.Y. Wang ** * Department of Industrial and Commercial Design, National Taiwan

More information

Two years ANR Post Doctorate fellowship Mathematics and Numerics of Dynamic Cone Beam CT and ROI Reconstructions

Two years ANR Post Doctorate fellowship Mathematics and Numerics of Dynamic Cone Beam CT and ROI Reconstructions Two years ANR Post Doctorate fellowship Mathematics and Numerics of Dynamic Cone Beam CT and ROI Reconstructions Laurent Desbat TIMC-IMAG, UMR 5525, Grenoble University, France Laurent.Desbat@imag.fr Rolf

More information

USE OF TEXTURES FOR MONITORING THE TREATMENT OF LEG ULCERS

USE OF TEXTURES FOR MONITORING THE TREATMENT OF LEG ULCERS USE OF TEXTURES FOR MONITORING THE TREATMENT OF LEG ULCERS Gilmar Caiado Fleury Medeiros a João Eduardo Borelli b Adilson Gonzaga c a, c University of São Paulo, São Carlos Engineering School, Electrical

More information

Pathological Site Retargeting under Tissue Deformation using Geometrical Association and Tracking

Pathological Site Retargeting under Tissue Deformation using Geometrical Association and Tracking Pathological Site Retargeting under Tissue Deformation using Geometrical Association and Tracking Menglong Ye 1, Stamatia Giannarou 1, Nisha Patel 1,2, Julian Teare 1, and Guang-Zhong Yang 1 1 2 Department

More information

PASSIVE DRIVER GAZE TRACKING WITH ACTIVE APPEARANCE MODELS

PASSIVE DRIVER GAZE TRACKING WITH ACTIVE APPEARANCE MODELS PASSIVE DRIVER GAZE TRACKING WITH ACTIVE APPEARANCE MODELS Takahiro Ishikawa Research Laboratories, DENSO CORPORATION Nisshin, Aichi, Japan Tel: +81 (561) 75-1616, Fax: +81 (561) 75-1193 Email: tishika@rlab.denso.co.jp

More information

Users Group Meeting 2011 Northeastern Society of Orthodontists 89th Annual Meeting November 11-14, 2010 Hilton Montréal Bonaventure Montréal, Quebec, Canada 14 Lecture Schedule Saturday continued w Doctor

More information

Advanced Imaging Services

Advanced Imaging Services Advanced Imaging Services July 17, 2013 Joan Cleary Miron, MPH Director Division of Primary Care Development MIPPA Definition: Advanced Diagnostic Imaging Services * Section 135 (B) ADVANCED DIAGNOSTIC

More information

CS 534: Computer Vision 3D Model-based recognition

CS 534: Computer Vision 3D Model-based recognition CS 534: Computer Vision 3D Model-based recognition Ahmed Elgammal Dept of Computer Science CS 534 3D Model-based Vision - 1 High Level Vision Object Recognition: What it means? Two main recognition tasks:!

More information

False positive PET in lymphoma

False positive PET in lymphoma False positive PET in lymphoma Thomas Krause Introduction and conclusion 2 3 Introduction 4 FDG-PET in staging of lymphoma 34 studies with 2227 Patients CT FDG-PET Sensitivity 63 % 89 % (58%-100%) (63%-100%)

More information

A Modified Fuzzy C-Means Algorithm for Bias Field Estimation and Segmentation of MRI Data

A Modified Fuzzy C-Means Algorithm for Bias Field Estimation and Segmentation of MRI Data IEEE TRANSACTIONS ON MEDICAL IMAGING, VOL. 21, NO. 3, MARCH 2002 193 A Modified Fuzzy C-Means Algorithm for Bias Field Estimation and Segmentation of MRI Data Mohamed N. Ahmed, Member, IEEE, Sameh M. Yamany,

More information

Development of Simulation Tools Software

Development of Simulation Tools Software Development of Simulation Tools Software Vincent Luboz Department of Biosurgery and Surgical Technology Imperial College London BSc VR Surgical Simulation Software Slide 1 Contents Virtual Reality VR Surgical

More information

Nonlinear Edge Preserving Smoothing and Segmentation of 4-D Medical Images Via Scale-Space Fingerprint Analysis

Nonlinear Edge Preserving Smoothing and Segmentation of 4-D Medical Images Via Scale-Space Fingerprint Analysis IPMI 2001: 17th International Conference, pages 431 437 (preprint) Nonlinear Edge Preserving Smoothing and Segmentation of 4-D Medical Images Via Scale-Space Fingerprint Analysis Bryan W. Reutter 1,2,

More information

GE Healthcare. pet/ct for simulation. Precision in motion.

GE Healthcare. pet/ct for simulation. Precision in motion. GE Healthcare pet/ct for simulation. Precision in motion. Patient profile H: 5 10 W: 370 lbs BMI: 53 Each cancer patient is just as unique as his or her cancer. Approaches to cancer treatment are changing

More information