Fuzzy neural network-based texture analysis of ultrasonic images

  title={Fuzzy neural network-based texture analysis of ultrasonic images},
  author={Sotiris Pavlopoulos and E. Kyriacou and D. Koutsouris and Konstantinos Blekas and Andreas Stafylopatis and P. Zoumpoulis},
  journal={IEEE Engineering in Medicine and Biology Magazine},
The efficacy of a novel fuzzy neural network classifier for the characterization of ultrasonic liver images based on texture analysis techniques is investigated. Classification features are extracted with the use of image texture analysis techniques such as fractal dimension texture analysis, spatial gray-level dependence matrices, gray-level difference statistics, gray-level run-length statistics, and first-order gray-level parameters. These features are fed to a neural network classifier… CONTINUE READING
Highly Cited
This paper has 77 citations. REVIEW CITATIONS

From This Paper

Topics from this paper.


Publications citing this paper.
Showing 1-10 of 35 extracted citations

Investigations on ROI selection for liver classification

2014 IEEE 27th Canadian Conference on Electrical and Computer Engineering (CCECE) • 2014
View 2 Excerpts
Highly Influenced

Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images

International Journal of Computer Assisted Radiology and Surgery • 2018
View 1 Excerpt

77 Citations

Citations per Year
Semantic Scholar estimates that this publication has 77 citations based on the available data.

See our FAQ for additional information.


Publications referenced by this paper.
Showing 1-6 of 6 references

IJli,n,sonic .Scol~ riwing in Ilioloyicd Tirsirc~

Sliung Kirk, K Thieme, Ga
Iblorida: CRC PI • 1993

A l h c o s , G r c c c c . Tcl: +DO-1-7722429. Fun: +DO-1-772243 I , E-mail

A l h c o s , G r c c c c . Tcl: +DO-1-7722429. Fun: +DO-1-772243 I , E-mail

Address fnr Correspoiidcnce: Dr

Address fnr Correspoiidcnce: Dr

Dcparlmcnt o i Elect r i c a l and Coinputer Engineering

Iroon Polytechniou St

Eugcnideio Uiiivcrsily Hospital in Atliens

Eugcnideio Uiiivcrsily Hospital in Atliens

Sla1ylop;itis i s a member of the IEEE Computer Socicly: Ihc IEEE Systems

Mali, and Cyhernelics Society: the Association Ibr Compoling Machinery; theEoropean Neurnl Network Society; and the Inrcriialional Ncuriil Network Society

Similar Papers

Loading similar papers…