1. Using data fusion to characterize breast tissue
- Author
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Richard R. Leach, Jeffrey E. Mast, Peter Littrup, James V. Candy, Steve G. Azevedo, Nebojsa Duric, Thomas A. Moore, Earle Holsapple, and David H. Chambers
- Subjects
medicine.medical_specialty ,Scanner ,Breast tissue ,Materials science ,business.industry ,Dynamic range ,Ultrasound ,Resolution (electron density) ,Sensor fusion ,Speed of sound ,medicine ,Radiology ,Sensitivity (control systems) ,business ,Biomedical engineering - Abstract
New ultrasound data, obtained with a circular experimental scanner, are compared with data obtained with standard X-ray CT. Ultrasound data obtained by scanning fixed breast tissue were used to generate images of sound speed and reflectivity. The ultrasound images exhibit approximately 1 mm resolution and about 20 dB of dynamic range. All data were obtained in a circular geometry. X-ray CT scans were used to generate X-ray images corresponding to the same 'slices' obtained with the ultrasound scanner. The good match of sensitivity, resolution and angular coverage between the ultrasound and X-ray data makes possible a direct comparison of the three types of images. We present the results of such a comparison for an excised breast fixed in formalin. The results are presented visually using various types of data fusion. A general correspondence between the sound speed, reflectivity and X-ray morphologies is found. The degree to which data fusion can help characterize tissue is assessed by examining the quantitative correlations between the ultrasound and X-ray images.
- Published
- 2002
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