Morphometric analysis of white matter lesions in MR images: method and validation

@article{Zijdenbos1994MorphometricAO,
  title={Morphometric analysis of white matter lesions in MR images: method and validation},
  author={Alex P. Zijdenbos and Benoit M. Dawant and Richard A. Margolin and Andrew C. Palmer},
  journal={IEEE transactions on medical imaging},
  year={1994},
  volume={13 4},
  pages={
          716-24
        }
}
The analysis of MR images is evolving from qualitative to quantitative. More and more, the question asked by clinicians is how much and where, rather than a simple statement on the presence or absence of abnormalities. The authors present a study in which the results obtained with a semiautomatic, multispectral segmentation technique are quantitatively compared to manually delineated regions. The core of the semiautomatic image analysis system is a supervised artificial neural network… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 24 references

Automatic detection of intracranial contours in MR images

B. M. Dawant A. P. Zijdenbos, R. A. Margolin
Comput . Med . Imag . and Graphics • 1993

Computer - aided morphometrics of cerebral ventricles and white matter lesions in MR images

B. M. Dawant, R. A. Margolin, A. A. Nimmemchter, M. J. Levitt, J. Williams
Proc . 11 th Annu . Meeting of the Society of Magnet . Resonance in Med . ( SMRM ) • 1992

Magnetic resonance imaging of white matter lesions in HIV infection

B. L. Miller, I. M. Lesser, M. A. Goldberg E. Hill-Gutierrez
J . Neuropsych . • 1992

Neural - network - based segmentation of multi - modal medical images : A comparative and prospective study

B. M. Dawant M. Ozkan, R. J. Maciunas
IEEE Trans . Med . Imag . • 1992