Characterization Of Tissue From Ultrasound Images

Reza Momenan, Murray H. Loew, Robert F. Wagner, Michael F. Insana, Brian S. Garra

Research output: Contribution to journalArticle

Abstract

The application of a procedure for classifying tissue types from unlabeled acoustic measurements using unsupervised analysis is reviewed and evaluated. Unsupervised learning techniques are applied to the problems of detecting tumors within an organ and of discriminating between tissue types of two neighboring organs such as the liver and the kidney.

Original languageEnglish (US)
Pages (from-to)49-53
Number of pages5
JournalIEEE Control Systems Magazine
Volume8
Issue number3
DOIs
StatePublished - Jun 1988
Externally publishedYes

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Modeling and Simulation
  • Electrical and Electronic Engineering

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