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Calibrated parametric medical ultrasound imaging
- Source :
- Ultrasonic Imaging, 22, 57-72, Ultrasonic Imaging, 22, pp. 57-72
- Publication Year :
- 2000
-
Abstract
- The goal of this study was to develop a calibrated on-line technique to extract as much diagnostically-relevant information as possible from conventional video-format echograms. The final aim is to improve the diagnostic potentials of medical ultrasound. Video-output images were acquired by a frame grabber board incorporated in a multiprocessor workstation. Calibration images were obtained from a stable tissue-mimicking phantom with known acoustic characteristics. Using these images as reference, depth dependence of the gray level could fairly be corrected for the transducer performance characteristics, for the observer-dependent equipment settings and for attenuation in the examined tissues. Second-order statistical parameters still displayed some nonconsistent depth dependencies. The results obtained with two echoscanners for the same phantom were different; hence, an a posteriori normalization of clinical data with the phantom data is indicated. Prior to processing of clinical echograms, the anatomical reflections and echoless voids were removed automatically. The final step in the preprocessing concerned the compensation of the overall attenuation in the tissue. A ‘sliding window’ processing was then applied to a region of interest (ROI) in the ‘back-scan converted’ images. A number of first and second order statistical texture parameters and acoustical parameters were estimated in each window and assigned to the central pixel. This procedure results in a set of new ‘parametric’ images of the ROI, which can be inserted in the original echogram (gray value, color) or presented as a color overlay. A clinical example is presented for illustrating the potentials of the developed technique. Depending on the choice of the parameters, four full resolution calibrated parametric images can be calculated and simultaneously displayed within 5 to 20 seconds. In conclusion, an on-line technique has been developed to estimate acoustic and texture parameters with a reduced equipment dependence and to display acoustical and textural information that is present in conventional echograms.
- Subjects :
- On-line-real-time bewerking van echobeelden
Computer science
Image processing
On-line-real-time processing of echographic images
01 natural sciences
Texture (geology)
030218 nuclear medicine & medical imaging
03 medical and health sciences
0302 clinical medicine
Computer graphics (images)
Parametric imaging
0103 physical sciences
Image Processing, Computer-Assisted
Humans
Radiology, Nuclear Medicine and imaging
Computer vision
Ultrasonics
010301 acoustics
Medical ultrasound
Parametric statistics
Radiological and Ultrasound Technology
business.industry
Phantoms, Imaging
Ultrasound
Infant, Newborn
Acoustics
Echoencephalography
Calibration
Artificial intelligence
business
Subjects
Details
- ISSN :
- 01617346
- Volume :
- 22
- Database :
- OpenAIRE
- Journal :
- Ultrasonic Imaging
- Accession number :
- edsair.doi.dedup.....9d83ed9268076682dd1f87e63d4d86b0
- Full Text :
- https://doi.org/10.1177/016173460002200104