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126 results about "Coronary angiography" patented technology

System for detecting whether coronary angiography has complete occlusion lesion or not based on deep learning

The invention discloses a system for detecting whether coronary angiography has a complete occlusion lesion or not based on deep learning. A deep learning recurrent neural network is used for analyzing an overall video, a GPU (graphics processing unit) is used for accelerating calculation to obtain a detection result, the calculation delay is small, and the real-time problem of detection is solved. The system comprises a video input module, a convolutional neural network module, a coding and decoding attention module and a classification module. Particularly, the encoding and decoding attention module and the supervision algorithm thereof provided by the invention are used for generating a proper attention weight to improve the detection accuracy. The end-to-end system design achieves automation of the coronary artery complete occlusion detection process, and complex intermediate steps are not needed. Compared with other systems for detecting whether the complete occlusion lesion exists or not, the whole video instead of a single image is analyzed, the situation of misjudgment caused by the single image is reduced, and the accuracy of existence judgment of the complete occlusion lesion is remarkably improved.
Owner:北京红云智胜科技有限公司 +1

Method for quantitatively evaluating myocardial infarction on basis of nuclide image and CT (computed tomography) coronary angiography fusion

The invention belongs to the field of medical image processing, and discloses a method and a system for quantitatively evaluating myocardial infarction on the basis of nuclide image and CT (computed tomography) coronary angiography fusion. The method includes acquiring heart PET (positron emission tomography) / CT and CTA (computed tomography angiography) data; carrying out three-dimensional DCT (discrete cosine transformation) frequency-domain interpolation on PET / CT images; acquiring heart regions in the PET / CT images and CTA images by the aid of multi-spectrum segmentation processes; acquiring left ventricular cardiac muscle regions in PET images by the aid of threshold processes; manually segmenting left ventricular cardiac muscle regions in the CTA images layer by layer; registering images; classifying pixel points according to the locations of pixel points on the registered images and tracer uptake values; inversely transforming infarction regions into original CTA spaces and dividing the volumes of left ventricular cardiac muscles from the volumes of the transformed infarction regions; three-dimensionally displaying fused images in volume rendering manners. The method and thesystem have the advantages that integral registration procedures can be fully automated, the method and the system are good in objectivity, intuitive results can be obtained, and analysis can be facilitated for clinical doctors.
Owner:XIDIAN UNIV

Method for optimizing optimal viewing angle of multiple branch interesting blood vessel section

The invention discloses a method for optimizing an optimal viewing angle of a multiple branch interesting blood vessel section, and belongs to the technical filed of coronary angiography. The method for optimizing the optimal viewing angle of the multiple branch interesting blood vessel section includes the following steps: S1, selecting the interesting blood vessel section with a flow direction tracking method, calculating the actual stenosis rate of the interesting blood vessel section, S2, obtaining a projection angle range A in which the projection length-reduction rate is smaller than a set threshold value, S3, projecting angles within A on the interesting blood vessel section in a two-dimensional mode, calculating a stenosis rate value, S4, selecting a stenosis rate value, wherein the difference between the stenosis rate value and the actual stenosis rate value is within a set threshold value range, the corresponding projection angle of the stenosis rate value is range B, S5, seeking out a projection angle range C in which the overlap area of the two-dimensional projection area of the interesting blood vessel section and the two-dimensional projection areas of other blood vessel sections is smaller than a certain threshold value in B, S6, obtaining a hyperplane which can divide interesting blood vessel section branches effectively, and selecting an optimal projection angle, wherein the projection direction of the optimal projection angle is orthogonal to the normal vector of the hyperplane. The optimization method of the optimal viewing angle of the multiple branch interesting blood vessel section can be applied to the projection of the multiple branch interesting blood vessel section.
Owner:BEIJING INSTITUTE OF TECHNOLOGYGY

System for measuring index of microcirculatory resistance (IMR) and coronary artery analysis system

The invention provides a system for measuring an index of microcirculatory resistance (IMR) and a coronary artery analysis system. The system for measuring the IMR comprises a three-dimensional modeling device, an invasive blood pressure sensor and an IMR measuring device, wherein the IMR measuring device is connected with the three-dimensional modeling device and the invasive blood pressure sensor; the three-dimensional modeling device is used for reading a coronary artery contrastographic picture, measuring the blood vessel length L within a heartbeat period area and obtaining a three-dimensional structure of a coronary artery in a three-dimensional modeling mode; the invasive blood pressure sensor is used for measuring coronary artery inlet pressure Pa; the IMR measuring device is usedfor measuring pressure drop [delta]P and the blood flow velocity Vh from a coronary artery inlet to the coronary artery narrow far end in the maximum congestion state of a blood vessel and calculatingthe IMR, wherein IMR=(Pa-[delta]Pi)*L / Vh. The system does not need to penetrate through the coronary artery narrow far end, and thus the surgery difficulty and risks are lowered; and the IMR is measured through the contrastographic picture, the blank of the industry is filled up, and operation is easier.
Owner:SUZHOU RAINMED MEDICAL TECH CO LTD
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