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Coregistration of Structural and Functional Images

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Positron Emission Tomography

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References

  1. Maintz JBA, Viergever MA. A survey of medical image registration. Med Image Anal 1998;2:1–36.

    Article  PubMed  CAS  Google Scholar 

  2. Hill DLG, Batchelor PG, Holden M, Hawkes DJ. Medical image registration. Phys Med Biol 2001;46:R1–45.

    Article  PubMed  CAS  Google Scholar 

  3. Hajnal J, Hill DLG, Hawkes DJ. Medical image registration. CRC Press LLC (The Biomedical Engineering Series), 2001.

    Google Scholar 

  4. Evans AC, Kamber M, Collins D. An MRI-based stereotactic atlas of neuroanatomy. In: Shorvon S, Fish D, Andermann F, Bydder G, Stefan H eds. Magnetic resonance scanning and epilepsy, Boston: Plenum Press (NATO ASI Series, vol 264), 1994.

    Google Scholar 

  5. Rueckert D, Sonoda LI, Hayes C, Hill DLG, Leach MO, Hawkes DJ. Non-rigid registration using free-form deformations: application to breast MR images. IEEE Trans Med Imaging 1999;18:712–21.

    Article  PubMed  CAS  Google Scholar 

  6. Talairach J, Tournoux P. Co-planar stereotactic atlas of the human brain: 3-dimensional proportional system: an approach to cerebral imaging. Stuttgart: Georg Thieme Verlag, 1988.

    Google Scholar 

  7. Thirion J-P. Image matching as a diffusion process: an analogy with Maxwell’s demons. Medical Image Analysis 1998;2:243–60.

    Article  PubMed  CAS  Google Scholar 

  8. Collins DL, Peters TM, Evans AC. An automated 3D non-linear image deformation procedure for determination of gross morphometric variability in human brain. Visualization in Biomedical Computing 1994, (SPIE) 2359:180–90.

    Google Scholar 

  9. Gee JC, Reivich M, Bajcsy R. Elastically deforming 3D atlas to match anatomical brain images. J Comput Assist Tomogr 1993;17:225–36.

    PubMed  CAS  Google Scholar 

  10. Collins DL, Homes CJ, Peters TM, Evans AC. Automatic 3D modelbased neuroanatomical segmentation. Human Brain Mapping 1995;3:190–208.

    Article  Google Scholar 

  11. Christensen G, Joshi S, Miller M. Volumetric transformation of brain anatomy. IEEE Trans Med Imaging 1996;16:864–77.

    Article  Google Scholar 

  12. Pietrzyk U, Herholz K, Fink G, Jacobs A, Mielke R, Slansky I et al. An interactive technique for three-dimensional image rgistration: validation for PET, SPECT, MRI and CT brain images. J Nucl Med 1994;35:2011–18.

    PubMed  CAS  Google Scholar 

  13. Gill SS, Thomas DGT. A relocatable frame. Journal of Neurosurgery and Psychiatry 1989;52:1460–1.

    Google Scholar 

  14. Hauser R, Westermann B, Probst R. Non-invasive tracking of patients’ head movement during computer assisted intranasal microscopic surgery. Laryngoscope 1997;211:491–9.

    Article  Google Scholar 

  15. Maurer CR Jr, Fitzpatrick MJ, Wang MY, Galloway RL, Maciunas RJ, Allen GS. Registration of head volume images using implantable fiducial markers. IEEE Trans Med Imaging 1997;16:447–61.

    Article  PubMed  Google Scholar 

  16. West J, Fitzpatrick JM, Wang MY, Dawant BM, Maurer CR, Kessler RM et al. Comparison and evaluation of retrospective intermodality image registration techniques. J Comput Assist Tomogr 1997;21:554–66.

    Article  PubMed  CAS  Google Scholar 

  17. Fenlon MR, Jusczyzk AS, Edwards PJ, King AP. Locking acrylic resin dental stent for image-guided surgery. J Prosthetic Dentistry 2000;83:482–5.

    Article  CAS  Google Scholar 

  18. Van den Elsen PA, Viergever MA. Marker-guided registration of electomagnetic dipole data with tomographic images. In: Colchester ACF, Hawkes DJ eds. Information processing in medical imaging. Heidelburg: Springer Verlag, 1991;142–53.

    Google Scholar 

  19. Wadley JP, Doward NL, Breeuwer M, Gerritsen FA, Kitchen ND, Thomas DGT. Neuronavigation in 210 cases: further development of applications and full integration into contemporary neuosurgical practice. In: Lemke H, Vannier M, Inamura K, Farman A eds. Proceedings of computer-assisted radiology and surgery. Amsterdam: Elsevier, 1998;635–40.

    Google Scholar 

  20. Evans AC, Marret S, Collins L, Peters TM. Anatomical-functional correlative analysis of the human brain using three dimensional imaging systems. SPIE 1989;1092:264–74.

    Google Scholar 

  21. Schoenemann PH. A generalized solution of the orthogonal Procrustes problem. Psychometrika 1966;31:1–10.

    Article  Google Scholar 

  22. Arun KS, Huang TS, Blostein SD. Least squares fitting of two 3D point sets. IEEE Transactions on Pattern Analysis and Machine Intelligence 1987;9:698–700.

    Article  Google Scholar 

  23. Dryden I, Mardia K. Statistical shape analysis. New York, 1998.

    Google Scholar 

  24. Golub GH, van Loan CF. Matrix computations, 3rd edn. Baltimore: Johns Hopkins University Press, 1996.

    Google Scholar 

  25. Bookstein FL. Thin-plate splines and the atlas problem for biomedical images. In: Colchester ACF, Hawkes DJ eds. Information processing in medical imaging: Proc 12th International Conference. Berlin: Springer (LNCS vol. 511), 1991.

    Google Scholar 

  26. Pelizzari CA, Chen GTY, Spelbring DR, Weichselbraum RR, Chen C. Accurate three dimensional registration of CT, PET and/or MR images of the brain. Journal of Computer Assisted Tomography 1989;13:20–6.

    PubMed  CAS  Google Scholar 

  27. Press WH, Teukolsky SA, Vetterling WT, Flannery BP. Numerical recipes in C: the art of scientific computing 2nd edn. Cambridge: Cambridge University Press, 1992.

    Google Scholar 

  28. Faber TL, McColl RW, Opperman RM, Corbett JR, Peshock RM. Spatial and temporal registration of cardiac SPECT and MR images: methods and evaluation. Radiology 1991;179:857–61.

    PubMed  CAS  Google Scholar 

  29. Borgefors G. Distance transformations in digital images. Computer Vision, Graphics and Image Processing 1986;34:344–71.

    Google Scholar 

  30. Jiang H, Robb RA, Holton KS. New approach to 3-D registration of multimodality medical images by surface matching. SPIE 1992;1808:196–213.

    Article  Google Scholar 

  31. Van den Elsen PA, Maintz JBA, Viergever MA. Geometry driven multimodality image matching. Brain Topogr 1992;5:153–8.

    Article  PubMed  Google Scholar 

  32. Van Herk M, Kooy HM. Automated three-dimensional correlation of CT-CT, CT-MRI and CT-SPECT using chamfer matching. Med Phys 1994;21:1163–78.

    Article  PubMed  Google Scholar 

  33. Huang CT, Mitchell OR. A Euclidean distance transform using greyscale morphology decomposition. IEEE Trans Patter Anal Mach Intell 1994;16:443–8.

    Article  Google Scholar 

  34. Besl PJ, McKay ND. A method for registration of 3D shapes. IEEE Transactions in Pattern Analysis and Machine Vision. 1992; 14:239–56.

    Article  Google Scholar 

  35. Monga O, Benayoun S. Using partial derivatives of 3D images to extract typical surface features. Comput Vision Image Understanding 1995;61:171–89.

    Article  Google Scholar 

  36. Gueziec A, Pennec X, Ayache N. Medical image registration using geometric hashing. IEEE Comput Sci Eng 1997;4:29–41.

    Article  Google Scholar 

  37. Viola PA. Alignment by maximization of mutual information. PhD Thesis, Massachusetts Institute of Technology, 1995.

    Google Scholar 

  38. Lemieux L, Kitchen ND, Hughes S, Thomas DGT. Voxel based localisation in frame-based and frameless stereotaxy and its accuracy. Medical Physics, 1994;21:1301–10.

    Article  PubMed  CAS  Google Scholar 

  39. Woods RP, Cherry SR, Mazziotta JC. Rapid automated algorithm for aligning and reslicing PET images. Journal of Comput Assisted Tomogr, 1992;16:620–33.

    CAS  Google Scholar 

  40. Van den Elsen PA, Pol E-JD, Sumanaweera TS, Hemler PF, Napel S, Adler JR. Grey value correlation techniques used for automatic matching of CT and MR volume images of the head. SPIE 1994;2359:227–37.

    Article  Google Scholar 

  41. Van den Elsen PA, Maintz JBA, Pol E-JD, Viergever MA. Automatic registration of CT and MR brain images using correlation of geometrical features. IEEE Trans Med Imaging 1995;14:384–96.

    Article  PubMed  Google Scholar 

  42. Maintz JBA, van den Elsen PA, Viergever MA. Evaluation of ridge seeking operators for multimodality medical image matching. IEEE Trans Pattern Anal Mach Intell 1996;18:353–65.

    Article  Google Scholar 

  43. Woods RP, Mazziotta JC, Cherry SR. MRI PET registration with automated algorithm. Journal of Comput Assisted Tomogr 1993;17:536–46.

    Article  CAS  Google Scholar 

  44. Netsch T, Roesch P, van Muiseinkel A, Weese J. Towards real-time multi-modality 3-D medical image registration. International Conference on Computer Vision (ICCV’01). Vancouver, pp. 501–8, 2001.

    Google Scholar 

  45. Hill DLG, Studholme C, Hawkes DJ. Voxel similarity measures for automated image registration. SPIE 1994; 2359:205–16.

    Article  Google Scholar 

  46. Shannon CE. The mathematical theory of communication (parts 1 and 2). Bell Syst Tech J 1948;27:379–423, 623-56. Reprint available from http://www.lucent.com

    Google Scholar 

  47. Collignon A, Maes F, Delaere D, Vandermeulen D, Suetens P, Marchal G. Automated multimodality image registration using information theory. In: Bizais Y, Barillot C, Di Paola R eds. Information processing in medical imaging. Dordrecht: Kluwer; 263–74, 1995.

    Google Scholar 

  48. Studholme C, Hill DLG, Hawkes DJ. Multiresolution voxel similarity measures for MR-PET registration. In: Bizais Y, Barillot C, Di Paola R eds. Information processing in medical imaging. Dordrecht: Kluwer; 287–98, 1995.

    Google Scholar 

  49. Wells WM III, Viola P, Atsumi H, Nakajima S, Kikinis R. Multimodal volume registration by maximisation of mutual information. Med Image Anal 1996;1:35–51.

    Article  PubMed  Google Scholar 

  50. Studholme C, Hill DLG, Hawkes DJ. Automated 3D registration of MR and PET brain images by multi-resolution optimisation of voxel similarity measures. Medical Physics 1997;24:25–36.

    Article  PubMed  CAS  Google Scholar 

  51. Studholme C, Hill DLG, Hawkes DJ. An overlap invariant entropy measure of 3D medical image alignment. Pattern Recognition 1999;32:71–86.

    Article  Google Scholar 

  52. Edwards PJ, King AP, Maurer Cr, DeCunha DA, Hawkes DJ, Hill DLG et al. Design and evaluation of a system for microscope-assisted guided interventions (MAGI). IEEE Trans Med Imag 2000;19:1082–93.

    Article  CAS  Google Scholar 

  53. Nijmeh AD, McGurk M, Hawkes D, Odell E, Fenlon M, Edwards P et al. Intraoperative delineation of oral cancer by computer projected 3D PET images. Proc First European Conference of Head and Neck Cancer, Lille, Nov 2001.

    Google Scholar 

  54. Studholme C. Measures of 3D image alignment. PhD Thesis: University of London, 1997.

    Google Scholar 

  55. Westermann B, Hauser R. Non-invasive 3-D patient registration for image-guided skull base surgery. Comput and Graphics 1996;20:793–9.

    Article  Google Scholar 

  56. Chang H, Fitzpatrick JM. A technique for accurate magnetic resonance imaging I the presence of field inhomogeneities. IEEE Trans Med Imaging 1992;11:319–29.

    Article  PubMed  CAS  Google Scholar 

  57. Sumanaweera TS, Glover GH, Song SM, Adler JR, Napel S. Quantifying MRI geometric distortion in tissue. Magn Reson Med 1994;31:40–47.

    PubMed  CAS  Google Scholar 

  58. Ramsey CR, Oliver AL. Magnetic resonance imaging-based reconstructed radiographs, virtual simulation, and three-dimensional treatment planning for brain neoplasms. Med Phys 1998;25:1928–34.

    Article  PubMed  CAS  Google Scholar 

  59. Studholme C, Hill DLG, Hawkes DJ. Incorporating connected region labelling into automated image registration using mutual information. Mathematical methods in bio-medical image analysis. Amini A (ed), 1996, 23–31.

    Google Scholar 

  60. Hill DLG, Maurer Jr CR, Studholme C, Maciunas RJ, Fitzpatrick MJ, Hawkes DJ. Correcting scaling errors in tomographic images using a nine degree of freedom registration algorithm. J Comput Assist Tomogr 1998;22:317–23.

    Article  PubMed  CAS  Google Scholar 

  61. Fitzpatrick MJ, West J, Maurer Jr C. Predicting error in rigid-body, point-based registration. IEEE Transactions in Medical Imaging 1998;17:694–702.

    Article  CAS  Google Scholar 

  62. Fitzpatrick JM, Hill DLG, Shyr Y, West J, Studolme C, Maurer Jr CR. Visual assessment of the accuracy of retrospective registration of MR and CT images of the brain. IEEE Trans Med Imaging 1998;17:571–85.

    Article  PubMed  CAS  Google Scholar 

  63. Holden M, Hill DLG, Denton ERE, Jarosz JM, Cox TCS, Goodey J et al. Voxel similarity measures for 3D serial image registration. IEEE Trans Med Imaging 2000;19:94–102.

    Article  PubMed  CAS  Google Scholar 

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Author information

Authors and Affiliations

  1. Computational Imaging Science Group, Radiological Science, Guy’s Hospital, King’s College London, London, UK

    David J Hawkes BA, MSc, PhD

  2. Radiological Science, Guy’s Hospital, King’s College London, London, UK

    Derek L G Hill BSc, MSc, PhD

  3. Division of Imaging, Sciences School of Medicine, Guy’s Hospital, King’s College London, London, UK

    Lucy Hallpike BSc

  4. Department of Nuclear Medicine, Royal North Shore Hospital, St Leonards

    Dale L Bailey PhD, ARCP (London), FIPEM, MACPSEM

  5. School of Medical Radiation Sciences, University of Sydney, Sydney

    Dale L Bailey PhD, ARCP (London), FIPEM, MACPSEM

  6. Faculty of Medicine, University of Sydney, Sydney, Australia

    Dale L Bailey PhD, ARCP (London), FIPEM, MACPSEM

Authors
  1. David J Hawkes BA, MSc, PhD
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  2. Derek L G Hill BSc, MSc, PhD
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  3. Lucy Hallpike BSc
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  4. Dale L Bailey PhD, ARCP (London), FIPEM, MACPSEM
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Editor information

Editors and Affiliations

  1. Department of Nuclear Medicine, Royal North Shore Hospital, St Leonards, Australia

    Dale L Bailey PhD, ARCP (London), FIPEM, MACPSEM (Principal Physicist, Senior Lecturer and Clinical Associate Professor) (Principal Physicist, Senior Lecturer and Clinical Associate Professor)

  2. School of Medical Radiation Sciences, University of Sydney, Sydney, Australia

    Dale L Bailey PhD, ARCP (London), FIPEM, MACPSEM (Principal Physicist, Senior Lecturer and Clinical Associate Professor) (Principal Physicist, Senior Lecturer and Clinical Associate Professor)

  3. Faculty of Medicine, University of Sydney, Sydney, Australia

    Dale L Bailey PhD, ARCP (London), FIPEM, MACPSEM (Principal Physicist, Senior Lecturer and Clinical Associate Professor) (Principal Physicist, Senior Lecturer and Clinical Associate Professor)

  4. Cancer Imaging and Tracer Development Program, The University of Tennessee Medical Center, Knoxville, TN, USA

    David W Townsend BSc, PhD, PD (Director) (Director)

  5. Northern California PET Imaging Center, Sacramento, CA, USA

    Peter E Valk MB, BS, FRACP

  6. Department of Radiological Sciences, Guy’s and St Thomas’ Clinical PET Centre, Guy’s and St Thomas’ Hospital Trust, London, UK

    Michael N Maisey MD, BSc, FRCP, FRCR (Professor Emeritus) (Professor Emeritus)

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Hawkes, D.J., Hill, D.L.G., Hallpike, L., Bailey, D.L. (2005). Coregistration of Structural and Functional Images. In: Bailey, D.L., Townsend, D.W., Valk, P.E., Maisey, M.N. (eds) Positron Emission Tomography. Springer, London. https://doi.org/10.1007/1-84628-007-9_7

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  • DOI: https://doi.org/10.1007/1-84628-007-9_7

  • Publisher Name: Springer, London

  • Print ISBN: 978-1-85233-798-8

  • Online ISBN: 978-1-84628-007-8

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