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87 results about "Chronic occlusion" patented technology

A chronic total occlusion (CTO) is defined as the complete obstruction of a coronary artery, exhibiting TIMI 0 or TIMI 1 flow, with an occlusion duration of >3 months. The prevalence has been described as high as 30%, and 13% of cases exhibit more than one CTO.

Auxiliary system and method for diagnosing chronic obstructive pulmonary disease based on support vector machine

The invention discloses an auxiliary system and method for diagnosing the chronic obstructive pulmonary disease based on a support vector machine. The system comprises a multi-feature input unit and aprocessor, and the processor is provided with a multi-dimensional feature selection module, a support vector machine establishment module and a support vector machine model testing module; the multi-dimensional feature selection module establishes a first sample, the first sample is subjected to feature dimension reduction through a maximum dependence degree algorithm based on a rough set, multiple main feature sub-sets are obtained, and a sample set composed of the main feature sub-sets is established and used as a second sample; the support vector machine establishment module establishes asupport vector machine model; the support vector machine model testing module divides the second sample into a training set and a prediction set randomly, a trainer is generated, and whether or not the second sample obtained through dimension reduction expresses into the chronic obstructive pulmonary disease is predicted according to the support vector machine model. According to the auxiliary system and method, based on the support vector machine model, the relation between the chronic obstructive pulmonary disease and all physiological indexes of a patient is established, and the testing accuracy degree is high.
Owner:SHANDONG NORMAL UNIV
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