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Using differential time-frequency tissue-response spectroscopy to evaluate living body response to a drug
专利权人:
Purdue Research Foundation
发明人:
David D. Nolte,John J. Turek
申请号:
US13760827
公开号:
US10426348B2
申请日:
2013.02.06
申请国别(地区):
US
年份:
2019
代理人:
摘要:
A phenotypic profiling method for drug/dose physiological response of living bodies utilizes feature recognition to segment the information in time-frequency tissue-response spectrograms to construct N-dimensional feature vectors. The feature vectors are used to generate a correlation matrix among a large number of different stimuli in the form of drugs, doses and conditions. Multi-dimensional scaling is applied to the correlation matrix to form a two-dimensional map of response relationships that retains rank distances from the higher-dimensionality feature matrix. The two-dimensional phenotypic profile space displays compact regions indicative of particular physiological responses, such as regions of enhanced active transport, membrane undulations and blebbing.
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