DocumentCode :
1995377
Title :
Three-dimensional high-frequency characterization of excised human lymph nodes
Author :
Mamou, Jonathan ; Coron, Alain ; Hata, Masaki ; Machi, Junji ; Yanagihara, Eugene ; Laugier, Pascal ; Feleppa, Ernest J.
Author_Institution :
Frederic L. Lizzi Center for Biomed. Eng., Riverside Res. Inst., New York, NY, USA
fYear :
2009
fDate :
20-23 Sept. 2009
Firstpage :
45
Lastpage :
48
Abstract :
High-frequency ultrasound (HFU, >20 MHz) offers a means of investigating biological tissue at the microscopic level because the short wavelengths and small focal-zone beam diameters of HFU transducers provide fine-resolution images (<100 ¿m). In this study, three-dimensional (3D) quantitative-ultrasound (QUS) methods were developed and evaluated to detect metastases in freshly-dissected lymph nodes of cancer patients. Detection of metastases is critically important for staging and treatment planning. 3D radio-frequency (RF) data were acquired from scanning dissected lymph nodes using a 26-MHz single-element transducer. For each lymph node, overlapping cylindrical regions-of-interest (ROIs, 1-mm diameter, 1-mm deep) were processed to yield four QUS estimates. Spectral intercept (I) and spectral slope (S) were computed using a straight-line model and effective scatterer size (D) and acoustic concentration (CQ2) were estimated using a Gaussian scattering model. 3D QUS images were generated by expressing QUS estimates as color-encoded pixels and overlaying them on conventional 3D B-mode images. QUS estimates were obtained for 82 lymph nodes (65 devoid of metastases and 17 entirely filled by metastases) from 46 patients diagnosed with colon or gastric cancer and a statistical difference (p <0.05) was found for each QUS estimate for metastatic and non-metastatic nodes. Furthermore, areas under the ROC were greater than 0.99 for D or S alone. These initial results suggest that these methods may provide a clinically important means of identifying small metastatic foci that might not be detected using standard pathology procedures.
Keywords :
Gaussian processes; biological organs; biological tissues; biomedical transducers; biomedical ultrasonics; cancer; physiological models; ultrasonic transducers; 3D B-mode images; 3D radiofrequency data; Gaussian scattering model; acoustic concentration; biological tissue; cancer patients; colon cancer; color-encoded pixels; dissected lymph nodes; effective scatterer size; excised human lymph nodes; fine-resolution images; frequency 26 MHz; gastric cancer; high-frequency ultrasound transducers; metastases detection; metastatic foci; metastatic node; microscopic level; nonmetastatic node; overlapping cylindrical regions-of-interest; patient diagnosis; single-element transducer; size 1 mm; small focal-zone beam diameters; spectral intercept; spectral slope; staging; standard pathology procedures; statistical difference; straight-line model; three-dimensional high-frequency characterization; treatment planning; Acoustic beams; Acoustic scattering; Biological tissues; Cancer; Humans; Lymph nodes; Metastasis; Microscopy; Radio frequency; Ultrasonic imaging; high frequency ultrasound; lymph node; quantitative ultrasound;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Ultrasonics Symposium (IUS), 2009 IEEE International
Conference_Location :
Rome
ISSN :
1948-5719
Print_ISBN :
978-1-4244-4389-5
Electronic_ISBN :
1948-5719
Type :
conf
DOI :
10.1109/ULTSYM.2009.5441598
Filename :
5441598
Link To Document :
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