Method to identify optimum coronary artery disease treatment

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United States of America Patent

PATENT NO 11450431
APP PUB NO 20160292372A1
SERIAL NO

14442517

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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A method of identifying an optimum treatment for a patient suffering from coronary artery disease, comprising: (i) providing patient information selected from: (a) status in the patient of one or more coronary disease associated biomarkers; (b) one or more items of medical history information selected from prior condition history, intervention history and medication history; (c) one or more items of diagnostic history, if the patient has a diagnostic history; and (d) one or more items of demographic data; (ii) aggregating the patient information in: (a) a Bayesian network; (b) a machine learning and neural network; (c) a rule-based system; and (d) a regression-based system; (iii) deriving a predicted probabilistic adverse event outcome for each intervention comprising percutaneous coronary intervention by placement of a bare metal stent, or a drug-coated stent; or by coronary artery bypass grafting; and (iv) determining the intervention having the lowest predicted probabilistic adverse outcome.

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Patent Owner(s)

  • SIEMENS HEALTHCARE GMBH

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Comaniciu, Dorin Princeton Junction, US 395 11347
Kamen, Ali Skillman, US 120 2272
Ladic, Lance Anthony Robbinsville, US 8 94
Poelsterl, Sebastian Munich, DE 1 13
Singh, Maneesh Kumar Lawrenceville, US 41 253

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