Gaussian Bayes classifier for medical diagnosis and grading: Application to diabetic retinopathy

@article{Hani2010GaussianBC,
  title={Gaussian Bayes classifier for medical diagnosis and grading: Application to diabetic retinopathy},
  author={Ahmad Fadzil M. Hani and Hanung Adi Nugroho and Hermawan Nugroho},
  journal={2010 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES)},
  year={2010},
  pages={52-56}
}
Data from medical imaging system need to be analysed for diagnostics and clinical purposes. In a computerized system, the analysis normally involves classification process to determine disease and its condition. In an earlier work based on a database of 315 fundus images (FINDeRS), it is found that the foveal avascular zone (FAZ) enlargement strongly correlates with diabetic retinopathy (DR) progression having a correlation factor up to 0.883 at significant levels better than 0.01. However, it… CONTINUE READING
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