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RAMAN MICROSPECTROSCOPY FOR BREAST CANCER DETECTION

RAMAN MICROSPECTROSCOPY FOR BREAST CANCER DETECTION
用于乳腺癌检测的拉曼显微镜
批准号：
6121229
负责人：
KAREN SHAFER
金额：
$0.82万
依托单位：
MASSACHUSETTS INSTITUTE OF TECHNOLOGY
依托单位国家：
美国
项目类别：
财政年份：
1999
资助国家：
美国
项目状态：
已结题
起止时间：
1999-06-01 至 2000-05-31
来源：
https://reporter.nih.gov/project-details/6121229
关键词：
biomedical equipment development biomedical resource clinical research female human subject human tissue spectrometry statistics /biometry technology /technique women's health

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中文摘要
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英文摘要
The goal of this research is to correlate Raman spectra with tissue pathology using principal component analysis. Principal component analysis enables us to reduce our data set into a smaller number of mathematical lineshapes, called principal components, which represent the spectral variations in the data. A linear combination of these principal components can then be used to fit individual data. Finally, logisitic regression is used to correlate fitting coefficients with disease classifications and develop a diagnostic algorithm. So far, we have developed an initial decision algorithm and are in the process of testing it on data not included in the original data set.
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EXTENDED CROSS CORRELATION ANALYSIS OF RAMAN SPECTRA FOR BREAST CANCER DETECTION
RAMAN SPECTROSCOPY FOR BREAST CANCER DETECTION VIA PRINCIPAL COMPONENT ANALYSIS
DEVELOPMENT OF RAMAN SPECTROSCOPY FOR IN VIVO DIAGNOSIS BREAST CANCER
DEVELOPMENT OF RAMAN SPECTROSCOPY FOR IN VIVO DIAGNOSIS BREAST CANCER
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