DocumentCode
2561039
Title
Computerized thermal breast imaging revisited: an adjunctive tool to mammography
Author
Parisky, Y.R. ; Skinner, K.A. ; Cothren, R. ; DeWittey, R.L. ; Birbeck, J.S. ; Conti, P.S. ; Rich, J.K. ; Dougherty, W.R.
Author_Institution
Norris Comprehensive Cancer Hosp., Univ. of Southern California, Los Angeles, CA, USA
Volume
2
fYear
1998
fDate
29 Oct-1 Nov 1998
Firstpage
919
Abstract
Physical examination and mammography are the primary methods for the detection of breast cancer, but lead to a high rate of benign biopsies. A digital thermal imaging system was developed as an adjunct to mammography to aid in the differentiation of benign from malignant lesions. Patients scheduled for biopsy were enrolled after informed consent. Prior to biopsy, digital thermal images were acquired of each breast during a 3.5 minute procedure. A probability of malignancy was assigned to each pixel, based on comparative statistical analysis of the thermal response features from the test subjects with data derived from lesions of known pathology. One hundred and seventeen female patients (125 suspicious lesions) were included, with a 24% true malignancy rate. Receiver Operating Characteristics (ROC) curves (Sensitivity vs. 1-Specificity) were generated based on various features of the cooling model. Based on the ROC curve analysis, 36/95 benign biopsies (38%) could have been avoided using this technology, while maintaining a sensitivity of 96%. Digital thermal imaging appears to be a valuable adjunct to mammography in the management of breast lesions, potentially decreasing the number of benign biopsies. Multi-institutional FDA clinical trials are currently underway
Keywords
biothermics; cancer; feature extraction; infrared imaging; mammography; medical image processing; benign biopsies number reduction; biopsy; breast cancer; computerized thermal breast imaging; cooling model; female patients; mammography adjunctive tool; medical diagnostic imaging; multiinstitutional FDA clinical trials; receiver operating characteristics curves; suspicious lesions; true malignancy rate; Breast biopsy; Breast cancer; Cancer detection; Lesions; Mammography; Probability; Sensitivity; Statistical analysis; Testing; Thermal management;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location
Hong Kong
ISSN
1094-687X
Print_ISBN
0-7803-5164-9
Type
conf
DOI
10.1109/IEMBS.1998.745592
Filename
745592
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