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113 results about "Biological information processing" patented technology

Hierarchical prediction method of II type diabetes mellitus incidence probability

The invention relates to a hierarchical prediction method of the II type diabetes mellitus incidence probability and belongs to the technical field of biological information processing. According to the method, firstly, risk grades of II type diabetes mellitus groups are judged, then, a package method is adopted for carrying out attribute selection for the groups in different risk grades, and the key incidence risk attribute is selected; next, a naive bayesian algorithm is utilized for calculating the individual initial incidence probability; and the individual initial incidence probability and a single step transfer matrix are used to build a Markov chain, so a II type diabetes mellitus incidence probability prediction system is built by aiming at the groups in different risk grades. Compared with the prior art, the hierarchical prediction method has the advantages that the prediction accuracy of the II type diabetes mellitus incidence probability is further improved, meanwhile, prediction models corresponding to the risk grade can be selected according to different individual input data, the incidence probability in many years is predicated, and the processing speed is high. The goals of reducing (or delaying) the incidence of the II type diabetes mellitus can be reached through finding the II type diabetes mellitus early, taking the II type diabetes mellitus into account early and intervene in the II type diabetes mellitus in advance.
Owner:BEIJING INSTITUTE OF TECHNOLOGYGY

Vehicle starting method and device based on driver identity authentication

InactiveCN107792009AAvoid traffic safety problemsAnti-theft devicesTransmissionComputer terminalUser driven
The invention provides a vehicle starting method and device based on driver identity authentication. The vehicle starting method includes the steps that the a vehicle using request sent by a client isreceived, the vehicle using request carries target user identity identification, if the fact that a user is a legal authorized user according to the target user identity identification is determined,target user biological identification information corresponding to the target user identity identification is obtained from the corresponding relationship between pre-stored user identity identification and user biological identification information, the user biological identification information collected by a biological information processing terminal arranged on a target vehicle is received, and the target user biological identification information is sent to the biological information processing terminal of the target vehicle, so that the target vehicle is controlled to be started when the biological information processing terminal judges the fact that the collected user biological identification information is matched with the target user biological identification information. According to the vehicle starting method and device based on the driver identity authentication, the identity of a driver can be verified, and the problem of traffic safety caused by the fact that an illegal authorized user drives the vehicle is prevented.
Owner:小呔科技河北有限公司

Quantitative analysis method for influences of attack risk factors of type 2 diabetes on blood sugar

The invention relates to a quantitative analysis method for influences of attack risk factors of the type 2 diabetes on the blood sugar, and belongs to the fields of bioinformation processing and medicine. The method comprises the steps of using C4.5 and EM clustering algorithms to realize the selection of important attack risk factors firstly; then dividing all the crowd according to the gender and age; using a BP neural network algorithm to calculate the sensitivity of a specific crowd; and finally realizing the quantitative analysis of the influences of multiple factors on the blood sugar based on the sensitivity. Compared with a great quantity of conventional statistic methods, the invention adopts the data mining method, mutual influences among the multiple factors are considered fully, meanwhile, the quantitative analysis of the influences of the multiple factors on the blood sugar is realized in the specific crowd, the quantitative analysis accuracy is improved greatly, and a determination method can be provided for refining intervention of individual attack. The quantitative analysis method can be used for intervention instruction for the individual type 2 diabetes attack, not only can the attack be prevented or delayed, but also the method can be applied and popularized to the quantitative analysis of other disease risk factors.
Owner:BEIJING INSTITUTE OF TECHNOLOGYGY
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