Analysis of Contours of Tumor Masses in Mammograms by Higuchi's Fractal Dimension

[1]  Rangaraj M. Rangayyan,et al.  Content-based retrieval and analysis of mammographic masses , 2005, J. Electronic Imaging.

[2]  Lubomir M. Hadjiiski,et al.  Improvement of mammographic mass characterization using spiculation meausures and morphological features. , 2001, Medical physics.

[3]  C. Metz.  Basic principles of ROC analysis. , 1978, Seminars in nuclear medicine.

[4]  Rangaraj M. Rangayyan,et al.  Detection of breast masses in mammograms by density slicing and texture flow-field analysis , 2001, IEEE Transactions on Medical Imaging.

[5]  Rangaraj M. Rangayyan,et al.  DETECTION AND CLASSIFICATION OF MAMMOGRAPHIC CALCIFICATIONS , 1993 .

[6]  W. Klonowski.  Signal and image analysis using chaos theory and fractal geometry , 2000 .

[7]  A. Chan,et al.  An artificial intelligent algorithm for tumor detection in screening mammogram , 2001, IEEE Transactions on Medical Imaging.

[8]  Rangaraj M. Rangayyan,et al.  Gradient and texture analysis for the classification of mammographic masses , 2000, IEEE Transactions on Medical Imaging.

[9]  Pranab Dey,et al.  Fractal dimensions of breast lesions on cytology smears , 2003, Diagnostic cytopathology.

[10]  R. Rangayyan,et al.  Boundary modelling and shape analysis methods for classification of mammographic masses , 2000, Medical and Biological Engineering and Computing.

[11]  Rangaraj M. Rangayyan,et al.  Measures of acutance and shape for classification of breast tumors , 1997, IEEE Transactions on Medical Imaging.

[12]  Hiroshi Fujita,et al.  Development of new schemes for detection and analysis of mammographic masses , 1997, Proceedings Intelligent Information Systems. IIS'97.

[13]  M. Yaffe,et al.  Characterisation of mammographic parenchymal pattern by fractal dimension. , 1990, Physics in medicine and biology.

[14]  V. F. Ruiz,et al.  A Novel Approach to Mass Abnormality Detection in Mammographic Images , 2005 .

[15]  M. Zweig,et al.  Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine. , 1993, Clinical chemistry.

[16]  T. Mattfeldt,et al.  Spatial Pattern Analysis using Chaos Theory: A Nonlinear Deterministic Approach to the Histological Texture of Tumours , 1998 .

[17]  N. Boyd,et al.  Automated analysis of mammographic densities. , 1996, Physics in medicine and biology.

[18]  T. Higuchi.  Approach to an irregular time series on the basis of the fractal theory , 1988 .

[19]  P. Greenland,et al.  Selection and interpretation of diagnostic tests and procedures. Principles and applications. , 1981, Annals of internal medicine.

[20]  Rangaraj M. Rangayyan,et al.  Fractal Analysis of Contours of Breast Masses in Mammograms , 2007, Journal of Digital Imaging.

[21]  N. Obuchowski,et al.  Quantitative classification of breast tumors in digitized mammograms. , 1996, Medical physics.

[22]  B. Mandelbrot.  How Long Is the Coast of Britain? Statistical Self-Similarity and Fractional Dimension , 1967, Science.