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Title: TH-C-BRF-01: The Promise and Potential Pitfalls of Deformable Image Registration in Clinical Practice

Accurate and robust deformable image registration (DIR) is a key enabling technique in the clinical realization of two approaches for advancing radiation therapy treatment efficacy: adaptive radiation therapy and treatment response assessment. Currently there are a wide variety of DIR methods including the categories of splines, optical/diffusion, free-form, and biomechanical algorithms. All methods aim to translate information between image sets (including multi-modal data) in the presence of spatial deformation of tissues. However, recent research has shown that different DIR algorithms can yield substantially different results for the same reference deformation, and that DIR performance can be site and application dependent. As a result, errors can occur, and subsequent patient treatment can be compromised. There is a clear need for greater understanding of appropriate use of DIR techniques, as well as effective methods of validation, evaluation, and improvement. In this session, we will review the state-of-the-art concerning DIR development, clinical application, and performance evaluation. Novel DIR methods and evaluating technologies will be reviewed. Learning Objectives: To understand the underlying principles and physics of current DIR techniques To explore potential clinical applications and areas of high impact for DIR To investigate sources of uncertainty, appropriate usage, and methods for validating and evaluatingmore » DIR performance.« less
 [1] ; ;  [2] ;  [3]
  1. University of Michigan, Ann Arbor, MI (United States)
  2. Duke University Medical Center, Durham, NC (United States)
  3. UC San Francisco, San Francisco, CA (United States)
Publication Date:
OSTI Identifier:
Resource Type:
Journal Article
Resource Relation:
Journal Name: Medical Physics; Journal Volume: 41; Journal Issue: 6; Other Information: (c) 2014 American Association of Physicists in Medicine; Country of input: International Atomic Energy Agency (IAEA)
Country of Publication:
United States