Ultrasonic Tissue Characterization Using a Diagnostic Expert System

Conventional gray scale B-mode ultrasound is a commonly applied and useful method for a large number of diseases. The operator dependency, however, is limiting its clinical usefulness as well as the reproducability of an examination.

[1]  Richard W. Conners,et al.  A Theoretical Comparison of Texture Algorithms , 1980, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[2]  S.M. Kay,et al.  Spectrum analysis—A modern perspective , 1981, Proceedings of the IEEE.

[3]  F. G. Sommer,et al.  Ultrasonic characterization of abdominal tissues via digital analysis of backscattered waveforms. , 1981, Radiology.

[4]  E. Feleppa,et al.  Characterization of liver using families of parameters derived from spectrum analysis , 1983 .

[5]  R. Kuc Estimating Reflected Ultrasound Spectra from Quantized Signals , 1985, IEEE Transactions on Biomedical Engineering.

[6]  R. Kuc,et al.  Variation of acoustic attenuation coefficient slope estimates for in vivo liver. , 1982, Ultrasound in medicine & biology.

[7]  W Swindell,et al.  Breast tissue classification using diagnostic ultrasound and pattern recognition techniques: II. Experimental results. , 1983, Ultrasonic imaging.

[8]  W. Swindell,et al.  Breast tissue classification using diagnostic ultrasound and pattern recognition techniques: I. Methods of pattern recognition. , 1983, Ultrasonic imaging.

[9]  Robert M. Haralick,et al.  Textural Features for Image Classification , 1973, IEEE Trans. Syst. Man Cybern..

[10]  B B Gosink,et al.  Accuracy of ultrasonography in diagnosis of hepatocellular disease. , 1979, AJR. American journal of roentgenology.

[11]  R. Kuc Clinical Application of an Ultrasound Attenuation Coefficient Estimation Technique for Liver Pathology Characterization , 1980, IEEE Transactions on Biomedical Engineering.

[12]  Sidney Leeman,et al.  Ultrasonic Tissue Characterization And Quantitative Ultrasound Scatter Imaging: Methods And Approaches , 1982, Other Conferences.

[13]  Béla Julesz,et al.  Visual Pattern Discrimination , 1962, IRE Trans. Inf. Theory.

[14]  R. N. Macsween,et al.  Computer analysis of ultrasonic signals in diffuse liver disease. , 1979, Ultrasound in medicine & biology.

[15]  R.M. Haralick,et al.  Statistical and structural approaches to texture , 1979, Proceedings of the IEEE.

[16]  W. J. Lorenz,et al.  Diagnostic accuracy of computerized B‐scan texture analysis and conventional ultrasonography in diffuse parenchymal and malignant liver disease , 1985, Journal of clinical ultrasound : JCU.