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Original Article

Multispectral analysis of multimodal images

, , &
Pages 277-284 | Received 23 May 2008, Published online: 08 Jul 2009

References

  • Richards J. Remote Sensing Digital Image Analysis. Springer-Verlag, New York 1986
  • Amato U, Larobina M, Antoniadis A, Alfano B. Segmentation of magnetic resonance brain images through discriminant analysis. J Neurosci Meth 2003; 131: 65–74
  • Carano RAD, Ross AL, Ross J, Williams SP, Koeppen H, Schwall RH, Van Bruggen N. Quantification of tumor tissue populations by multispectral analysis. Magn Reson Med 2004; 51: 542–51
  • Chan DY, Cheng HY, Hsieh HL. Tissue separation in MR images-from supervised to unsupervised classification. J Vis Comm Image Represent 2004; 15: 185–202
  • Fletcher-Heath LM, Hall LO, Goldgof DB, Murtagh FR. Automatic segmentation of non-enhancing brain tumors in magnetic resonance images. Artif Intell Med 2001; 21: 43–63
  • Henning EC, Azuma C, Sotak CH, Helmer KG. Multispectral quantification of tissue types in a RIF-1 tumor model with histological validation. Part I.Magn Reson Med 2007; 57: 501–12
  • Henning EC, Azuma C, Sotak CH, Helmer KG. Multispectral tissue characterization in a RIF-1 tumor model: Monitoring the ADC and T-2 responses to single-dose radiotherapy. Part II. Magn Reson Med 2007; 57: 513–9
  • Tiwari P, Madabhushi A, Rosen M. A hierarchical unsupervised spectral clustering scheme for detection of prostate cancer from magnetic resonance spectroscopy (MRS). Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv 2007; 10: 278–86
  • Wu YT, Chou YC, Guo WY, Yeh TC, Hsieh JC. Classification of spatiotemporal hemodynamics from brain perfusion MR images using expectation-maximization estimation with finite mixture of multivariate Gaussian distributions. Magn Reson Med 2007; 57: 181–91
  • Zavaljevski A, Dhawan AP, Gaskil M, Ball W, Johnson JD. Multi-level adaptive segmentation of multi-parameter MR brain images. Comp Med Imaging Graph 2000; 24: 87–98
  • Geladi P, Grahn H. Multivariate Image Analysis. John Wiley & Sons, Chichester 1996
  • Lee P. Bayesian statistics: An introduction. Oxford University Press, New York 1989
  • McLachlan G, Krishnan T. The EM algorithm and extensions. John Wiley & Sons, New Jersey 1997
  • Schwarz G. Estimating dimension of a model. Ann Stat 1978; 6: 461–4
  • Haslett J. Maximum-Likelihood Discriminant-Analysis on the plane using a Markovian model of spatial context. Pattern Recogn 1985; 18: 287–296
  • Cocosco C, Kollokian V, Kwan RK-S, Evans A. BrainWeb: Online interface to a 3D MRI simulated brain database. In International Conference on Functional Mapping of the Human Brain. Copenhagen: 1997. p S425.
  • Collins DL, Zijdenbos AP, Kollokian V, Sled JG, Kabani NJ, Holmes CJ, et al. Design and construction of a realistic digital brain phantom. IEEE Trans Med Imag 1998; 17: 463–8
  • Kwan RKS, Evans AC, Pike GB. An extensible MRI simulator for post-processing evaluation. In: Visualization in biomedical computing. Lecture Notes in Computer Science. 1996; 1131: 135–40
  • Kwan RKS, Evans AC, Pike GB. MRI simulation-based evaluation of image-processing and classification methods. IEEE Trans Med Imaging 1999; 18: 1085–97
  • Zhan Y, Ou Y, Feldman M, Tomaszeweski J, Davatzikos C, Shen D. Registering histologic and MR images of prostate for image-based cancer detection. Acad Radiol 2007; 14: 1367–81

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