Breast tissue classification using diagnostic ultrasound and pattern recognition techniques: I. Methods of pattern recognition.

@article{Finette1983BreastTC,
  title={Breast tissue classification using diagnostic ultrasound and pattern recognition techniques: I. Methods of pattern recognition.},
  author={Steven Finette and Alan Bleier and William Swindell},
  journal={Ultrasonic imaging},
  year={1983},
  volume={5 1},
  pages={55-70}
}
This paper discusses the application of statistical pattern recognition techniques to problems in diagnostic ultrasound. Using our own system as an example, we describe the concepts and specific methods that we have applied to a problem involving the computer-aided classification of breast tissue in vivo. Topics include feature generation, feature selection and classification, as well as a method which estimates the probability of error on classifying future data. An accompanying paper applies… CONTINUE READING

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