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1354 results about "Sequencing data" patented technology

Definition Edit. Data sequencing is the sorting of data for inclusion in a report or for display on a computer screen .

Urban road congestion degree prediction method based on time sequence traffic events

InactiveCN109697852ARealization of congestion level predictionAvoid complex processingDetection of traffic movementForecastingVideo monitoringModel parameters
The invention relates to an urban road congestion degree prediction method based on time sequence traffic events. The method comprises the steps of: S1, acquiring historical traffic event data, real-time traffic event data and video monitoring data of an urban road section; S2, identifying traffic congestion forewarning events in the video data through the 3D CNN, and performing data space-time fusion according to the historical traffic events; S3, determining congestion degree classification labels, constructing a time sequence traffic congestion event data dictionary, and screening a training set, a verification set and a test set; S4, establishing an LSTM sequence data classification model, inputting the training set, and iteratively updating model parameters by utilizing a gradient descent method; S5, inputting the verification set into the model with updated parameters, optimizing and adjusting hyper-parameters, and selecting an optimal model; and S6, inputting the test set into the optimal training model, checking the effectiveness of the model, and carrying out road congestion prediction according to real-time traffic monitoring data. According to the method, a sequence dataclassification model is established by using LSTM, and the urban road congestion degree is predicted based on time sequence traffic events.
Owner:JILIN UNIV

Gene detection product report system and method

InactiveCN107220885AImplement automatic exchangeGuaranteed accuracyProteomicsGenomicsBiologySpecific storage
The invention discloses a gene detection product report system comprising a mobile terminal sales service system which is used for the user to select a gene detection product and place an order to pay and is also used for acquiring basic information of the detected subject and sample binding information; a clinical sample management system which is used for receiving the basic information of the detected subject and the sample binding information from the mobile terminal sales service system; a laboratory data management system which is used for storing samples starting from order placing until the sequencing data are transferred to the specific storage position from a sequencer, wherein a report generation system generates a report to be stored in the laboratory data management system and pushed to the mobile terminal sales service system to be transmitted to the specific report receiver; and the report generation system which is used for receiving the basic information of the detected subject and the sample binding information from the clinical sample management system and the detection result from the laboratory data management system so as to generate the report. Automatic data exchange and centralized report management can be realized, and the report can be automatically generated according to the requirement so as to guarantee the accuracy of the report data.
Owner:MINGMA SHANGHAI BIOLOGICAL TECH CO LTD

Method for detecting mutation information in multiplex amplification sequencing product of genome

The invention discloses a method for detecting mutation information in a multiplex amplification sequencing product of a genome. The method comprises steps as follows: sequencing data are subjected to quality assessment and preprocessing; a recognizable sequencing sequence is selected for sequence assembling; the recognizable sequencing sequence or a sequence obtained through assembling is compared with a reference gene sequence, and preliminary variation information is obtained; fine calibration of sequence variation is performed according to different types of conditions; a calibrated sequencing fragment is obtained; the homozygosis or heterozygosis state of a target fragment is obtained according to the type of the sequencing fragment with the highest abundance; finally, the mutation information in the multiplex amplification sequencing product of the genome is obtained. By means of the method, the amplification product can be rapidly, efficiently and accurately recognized, and the calculation resources are saved; the sequence assembling process is compatible, and the problem of reduction of the quality value of basic groups produced in the sequencing process can be effectively solved; the homozygosis/heterozygosis state of variation information can be more effectively and stably judged, and random errors introduced in the PCR (polymerase chain reaction) process and the sequencing process are eliminated.
Owner:AMOY DIAGNOSTICS CO LTD +1
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