ML Anthology

Unsupervised Color Decomposition of Histologically Stained Tissue Samples

Andrew Rabinovich, Sameer Agarwal, Casey Laris, Jeffrey H. Price, Serge J. Belongie
NeurIPS 2003 pp. 667-674
/neurips/2003/rabinovich2003neurips-unsupervised/

Abstract

Accurate spectral decomposition is essential for the analysis and diagnosis of histologically stained tissue sections. In this paper we present the first automated system for performing this decompo- sition. We compare the performance of our system with ground truth data and report favorable results.

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Cite

Text

Rabinovich et al. "Unsupervised Color Decomposition of Histologically Stained Tissue Samples." Neural Information Processing Systems, 2003.

Markdown

[Rabinovich et al. "Unsupervised Color Decomposition of Histologically Stained Tissue Samples." Neural Information Processing Systems, 2003.](https://mlanthology.org/neurips/2003/rabinovich2003neurips-unsupervised/)

BibTeX

@inproceedings{rabinovich2003neurips-unsupervised,
  title     = {{Unsupervised Color Decomposition of Histologically Stained Tissue Samples}},
  author    = {Rabinovich, Andrew and Agarwal, Sameer and Laris, Casey and Price, Jeffrey H. and Belongie, Serge J.},
  booktitle = {Neural Information Processing Systems},
  year      = {2003},
  pages     = {667-674},
  url       = {https://mlanthology.org/neurips/2003/rabinovich2003neurips-unsupervised/}
}