Method and apparatus for remote tissue identification by statistical modeling and hypothesis testing of echo ultrasound signals

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United States of America Patent

PATENT NO 4542744
SERIAL NO

06478172

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Abstract

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Apparatus and methods for remote identification of tissue types model the scattering of ultrasound energy from living tissue as an autoregressive or autoregressive moving average random process. Autoregressive or autoregressive moving average models of candidate tissue types are generated from pulse-echo data that is known to come from that particular tissue type. Kalman prediction error filters are used for each candidate tissue type to generate estimates of the probability that an unknown pulse echo signal belongs to the class generated by that tissue type. Unknown pulse-echo signals are filtered in a specific Kalman filter to test the hypothesis that the unknown signal belongs to the class associated with that particular Kalman filter.

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Patent OwnerAddress
NORTH AMERICAN PHILIPS CORPORATION 100 E 42ND ST NEW YORK N Y 10017 A CORP OF DELNY

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Barnes, Casper W Newport Beach, CA 16 730
Towfiq, Farhad Dana Pt., CA 14 395

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