Title :
Ultrasonic image parameters for differentiating intraocular melanoma
Author :
Sujana, H. ; Swarnamani, S. ; John, Sheila ; Suresh, S.
Author_Institution :
Div. of Biomed. Eng., Indian Inst. of Technol., Madras, India
Abstract :
In-vivo differentiation of types of intraocular melanoma using texture parameters is reported. Differentiation of various classes of malignant melanoma through imaging is of special clinical interest for patient treatment and follow up. Texture parameters based on first and second order statistics and run length statistics of clinical ocular B-Scan images are utilized to obtain the quantitative information using image processing algorithms. The results are compared for tumors of different cases: spindle and mixed cell melanomas. Ultrasonic B-scan images were obtained using a commercial ultrasound scanner. Results show that the spindle cell melanoma has greater reflectivity and it is more homogeneous than the mixed cell melanoma and it is possible to differentiate the spindle and mixed cell melanoma using some of the texture parameters
Keywords :
biomedical ultrasonics; cellular biophysics; eye; higher order statistics; image classification; image texture; medical image processing; 10 MHz; clinical ocular B-scan images; commercial ultrasound scanner; first order statistics; follow up; in-vivo differentiation; intraocular melanoma; malignant melanoma; mixed cell melanoma; patient treatment; reflectivity; run length statistics; second order statistics; spindle cell melanoma; texture parameters; ultrasonic image parameters; Biomedical engineering; Biomedical imaging; Cancer; Histograms; Image processing; Malignant tumors; Neoplasms; Retina; Statistics; Ultrasonic imaging;
Conference_Titel :
Engineering in Medicine and Biology Society, 1995 and 14th Conference of the Biomedical Engineering Society of India. An International Meeting, Proceedings of the First Regional Conference., IEEE
Conference_Location :
New Delhi
Print_ISBN :
0-7803-2711-X
DOI :
10.1109/RCEMBS.1995.511726