Patterns of glaucomatous visual field loss in sita fields automatically identified using independent component analysis.

@article{Goldbaum2009PatternsOG,
  title={Patterns of glaucomatous visual field loss in sita fields automatically identified using independent component analysis.},
  author={Michael H. Goldbaum and Gil-Jin Jang and Chris Bowd and Jiucang Hao and Linda M. Zangwill and Jeffrey Liebmann and Christopher A. Girkin and Tzyy-Ping Jung and Robert N. Weinreb and Pamela A. Sample},
  journal={Transactions of the American Ophthalmological Society},
  year={2009},
  volume={107},
  pages={136-44}
}
PURPOSE To determine if the patterns uncovered with variational Bayesian-independent component analysis-mixture model (VIM) applied to a large set of normal and glaucomatous fields obtained with the Swedish Interactive Thresholding Algorithm (SITA) are distinct, recognizable, and useful for modeling the severity of the field loss. METHODS SITA fields were obtained with the Humphrey Visual Field Analyzer (Carl Zeiss Meditec, Inc, Dublin, California) on 1,146 normal eyes and 939 glaucoma eyes… CONTINUE READING
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