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Description
  • A method for medical diagnosing using Gaussian mixture model is presented in this paper. Gaussian mixture model is used for clustering of texture feature vectors. EM algorithm is used for Gaussian mixture model parameters estimation. To demonstrate the method, experiment with real data is presented, diagnosing the common liver lesions using computed tomography (CT) images.
  • A method for medical diagnosing using Gaussian mixture model is presented in this paper. Gaussian mixture model is used for clustering of texture feature vectors. EM algorithm is used for Gaussian mixture model parameters estimation. To demonstrate the method, experiment with real data is presented, diagnosing the common liver lesions using computed tomography (CT) images. (en)
Title
  • Gaussian mixture model for texture-based medical image analysis
  • Gaussian mixture model for texture-based medical image analysis (en)
skos:prefLabel
  • Gaussian mixture model for texture-based medical image analysis
  • Gaussian mixture model for texture-based medical image analysis (en)
skos:notation
  • RIV/67985556:_____/06:00094745!RIV10-MSM-67985556
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1ET100750404), P(1ET101050403), P(1M0572), Z(AV0Z10750506)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 476728
http://linked.open...ai/riv/idVysledku
  • RIV/67985556:_____/06:00094745
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • image analysis; pattern recognition; Gaussian mixture model (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [81EF888780A0]
http://linked.open...v/mistoKonaniAkce
  • Gaborone
http://linked.open...i/riv/mistoVydani
  • Calgary
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the Sixth IASTED International Conference on Modelling, Simulation, and Optimization 2006
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Smutek, D.
  • Tesař, Ludvík
  • Kobatake, H.
  • Shimizu, A.
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Acta Press
https://schema.org/isbn
  • 978-0-88986-591-4
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