The Resource Motion correction in thoracic positron emission tomography, Fabian Gigengack, Xiaoyi Jiang, Mohammad Dawood, Klaus P. Schäfers

Motion correction in thoracic positron emission tomography, Fabian Gigengack, Xiaoyi Jiang, Mohammad Dawood, Klaus P. Schäfers

Label
Motion correction in thoracic positron emission tomography
Title
Motion correction in thoracic positron emission tomography
Statement of responsibility
Fabian Gigengack, Xiaoyi Jiang, Mohammad Dawood, Klaus P. Schäfers
Contributor
Author
Subject
Genre
Language
eng
Summary
Respiratory and cardiac motion leads to image degradation in Positron Emission Tomography (PET), which impairs quantification. In this book, the authors present approaches to motion estimation and motion correction in thoracic PET. The approaches for motion estimation are based on dual gating and mass-preserving image registration (VAMPIRE) and mass-preserving optical flow (MPOF). With mass-preservation, image intensity modulations caused by highly non-rigid cardiac motion are accounted for. Within the image registration framework different data terms, different variants of regularization and
Member of
Cataloging source
GW5XE
Dewey number
616.07/575
Illustrations
illustrations
Index
no index present
LC call number
RC78.7.T62
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
WN 200
http://library.link/vocab/relatedWorkOrContributorName
Gigengack, Fabian
Series statement
SpringerBriefs in Electrical and Computer Engineering,
http://library.link/vocab/subjectName
  • Tomography, Emission
  • Image processing
  • Radiography, Medical
  • TECHNOLOGY & ENGINEERING
  • Image processing
  • Radiography, Medical
  • Tomography, Emission
  • Radiographic Image Enhancement
  • Radiology
  • Imaging systems & technology
  • Computer vision
Label
Motion correction in thoracic positron emission tomography, Fabian Gigengack, Xiaoyi Jiang, Mohammad Dawood, Klaus P. Schäfers
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-08392-6
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
  • text
  • still image
Content type code
  • txt
  • sti
Content type MARC source
  • rdacontent
  • rdacontent
Contents
  • Preface; Contents; Acronyms; Notation; 1 Introduction; 1.1 Motivation; 1.2 Positron Emission Tomography; 1.3 Gating of PET Data; 1.3.1 Respiratory Gating; 1.3.2 Cardiac Gating; 1.3.3 Dual Gating; 1.4 Partial Volume Effect and Mass-Preservation; 1.4.1 PVE: Tissue Fraction; 1.4.2 PVE: Spill-Over; 1.4.2.1 Positron Range; 1.4.2.2 Photon Non-collinearity; 1.4.2.3 Detector Width; 1.4.3 Mass-Preservation; 1.5 Introduction to Motion Correction; 1.5.1 Intrinsic vs. Extrinsic Methods; 1.5.1.1 Intrinsic Approaches; 1.5.1.2 Extrinsic Approaches; 1.5.1.3 Hybrid Approaches
  • 1.5.2 Image Registration vs. Optical Flow Methods1.5.3 Mass-Preserving Motion Estimation; 1.5.3.1 CT; 1.5.3.2 MRI; 1.5.3.3 SPECT; 1.5.3.4 PET; 1.5.4 Diffeomorphic Registration; 1.6 Visualization; 2 Motion Estimation; 2.1 Image Registration; 2.1.1 Data Terms; 2.1.2 Regularization; 2.1.2.1 Diffusion Regularization; 2.1.2.2 Elastic Regularization; 2.1.2.3 Hyperelastic Regularization; 2.1.2.4 Relations; 2.1.3 B-Spline Transformation; 2.1.3.1 Hyperelastic Regularization; 2.1.3.2 Coefficient-Based Regularization; 2.1.4 Mass-Preserving Image Registration; 2.1.5 Multi-level Optimization
  • 2.1.5.1 Gauss-Newton2.1.5.2 BFGS and l-BFGS; 2.1.5.3 Trust Region; 2.1.6 Results; 2.2 Optical Flow; 2.2.1 Lucas-Kanade Algorithm; 2.2.2 Horn-Schunck Algorithm; 2.2.3 Advanced Optical Flow Algorithms; 2.2.4 Mass-Preserving Optical Flow; 2.2.5 Multi-level Optimization; 2.2.6 Results; 2.3 Comparison and Evaluation; 2.3.1 Comparison; 2.3.2 Evaluation; 2.3.2.1 Software Phantom Data; 2.3.2.2 Patient Data; 3 Motion Correction; 3.1 Motion Correction Strategies; 3.1.1 Optimal Gating; 3.1.2 Averaging of Aligned Images; 3.1.3 Motion Compensated Re-reconstruction; 3.1.4 Event Rebinning
  • 3.1.5 Joint Reconstruction of Image and Motion3.2 Motion Correction Pipelines for Dual Gated PET; 3.2.1 Serial Pipeline; 3.2.2 Simplified Pipeline; 3.2.3 Simplified Pipeline with MCIRs; 3.2.4 Results; 4 Further Developments in PET Motion Correction; 4.1 Future Work of Vampire and MPOF; 4.1.1 Gating; 4.1.2 Spatial-Temporal Approach; 4.1.3 Dynamic PET; 4.2 Recent Developments in Gating; 4.3 Influence of Motion on PET Attenuation Correction; 4.4 Future Advances Using PET/MRI; 4.5 Motion Correction in Clinical Practice; References
Dimensions
unknown
Extent
1 online resource (xi, 88 pages)
File format
unknown
Form of item
online
Isbn
9783319083919
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-08392-6
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)891139716
  • (OCoLC)ocn891139716
Label
Motion correction in thoracic positron emission tomography, Fabian Gigengack, Xiaoyi Jiang, Mohammad Dawood, Klaus P. Schäfers
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-08392-6
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
  • text
  • still image
Content type code
  • txt
  • sti
Content type MARC source
  • rdacontent
  • rdacontent
Contents
  • Preface; Contents; Acronyms; Notation; 1 Introduction; 1.1 Motivation; 1.2 Positron Emission Tomography; 1.3 Gating of PET Data; 1.3.1 Respiratory Gating; 1.3.2 Cardiac Gating; 1.3.3 Dual Gating; 1.4 Partial Volume Effect and Mass-Preservation; 1.4.1 PVE: Tissue Fraction; 1.4.2 PVE: Spill-Over; 1.4.2.1 Positron Range; 1.4.2.2 Photon Non-collinearity; 1.4.2.3 Detector Width; 1.4.3 Mass-Preservation; 1.5 Introduction to Motion Correction; 1.5.1 Intrinsic vs. Extrinsic Methods; 1.5.1.1 Intrinsic Approaches; 1.5.1.2 Extrinsic Approaches; 1.5.1.3 Hybrid Approaches
  • 1.5.2 Image Registration vs. Optical Flow Methods1.5.3 Mass-Preserving Motion Estimation; 1.5.3.1 CT; 1.5.3.2 MRI; 1.5.3.3 SPECT; 1.5.3.4 PET; 1.5.4 Diffeomorphic Registration; 1.6 Visualization; 2 Motion Estimation; 2.1 Image Registration; 2.1.1 Data Terms; 2.1.2 Regularization; 2.1.2.1 Diffusion Regularization; 2.1.2.2 Elastic Regularization; 2.1.2.3 Hyperelastic Regularization; 2.1.2.4 Relations; 2.1.3 B-Spline Transformation; 2.1.3.1 Hyperelastic Regularization; 2.1.3.2 Coefficient-Based Regularization; 2.1.4 Mass-Preserving Image Registration; 2.1.5 Multi-level Optimization
  • 2.1.5.1 Gauss-Newton2.1.5.2 BFGS and l-BFGS; 2.1.5.3 Trust Region; 2.1.6 Results; 2.2 Optical Flow; 2.2.1 Lucas-Kanade Algorithm; 2.2.2 Horn-Schunck Algorithm; 2.2.3 Advanced Optical Flow Algorithms; 2.2.4 Mass-Preserving Optical Flow; 2.2.5 Multi-level Optimization; 2.2.6 Results; 2.3 Comparison and Evaluation; 2.3.1 Comparison; 2.3.2 Evaluation; 2.3.2.1 Software Phantom Data; 2.3.2.2 Patient Data; 3 Motion Correction; 3.1 Motion Correction Strategies; 3.1.1 Optimal Gating; 3.1.2 Averaging of Aligned Images; 3.1.3 Motion Compensated Re-reconstruction; 3.1.4 Event Rebinning
  • 3.1.5 Joint Reconstruction of Image and Motion3.2 Motion Correction Pipelines for Dual Gated PET; 3.2.1 Serial Pipeline; 3.2.2 Simplified Pipeline; 3.2.3 Simplified Pipeline with MCIRs; 3.2.4 Results; 4 Further Developments in PET Motion Correction; 4.1 Future Work of Vampire and MPOF; 4.1.1 Gating; 4.1.2 Spatial-Temporal Approach; 4.1.3 Dynamic PET; 4.2 Recent Developments in Gating; 4.3 Influence of Motion on PET Attenuation Correction; 4.4 Future Advances Using PET/MRI; 4.5 Motion Correction in Clinical Practice; References
Dimensions
unknown
Extent
1 online resource (xi, 88 pages)
File format
unknown
Form of item
online
Isbn
9783319083919
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-08392-6
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)891139716
  • (OCoLC)ocn891139716

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