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95 results about "Acute ischemic stroke" patented technology

Method and device for segmenting cerebral ischemia areas in diffusion-weighted images

The invention provides a method and device for segmenting cerebral ischemia areas in diffusion-weighted images. The method comprises the following steps of: dividing diffusion-weighted images of a plurality of super-acute ischemic stroke patients into test images and training images; training a random forest model, a learning dictionary and a support vector machine model according to the trainingimages; carrying out initial cerebral ischemia area segmentation by utilizing the trained random forest model according to grey features of voxels in the test images; determining a sparse encoding matrix of a local image block feature vector of each voxel in connected regions on the basis of the trained learning dictionary; and classifying each connected area by utilizing the trained linear support vector machine model according to a package feature of each connected area, and deleting the connected areas, in which non-ischemic tissues are located, from a first initially segmented image so asto obtain an optimal segmented image. According to the method and device, automatic recognition and segmentation of super-acute cerebral ischemia areas can be solved, and the ischemia area segmentation precision is improved.
Owner:SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI

Analyzing and processing method for analyzing and processing magnetic resonance image of acute ischemic stroke

The invention provides an analyzing and processing method for analyzing and processing the magnetic resonance image of the acute ischemic stroke the method specifically comprises the steps of according to the data of a magnetic resonance image, acquiring the data of the magnetic resonance image, conducting the gold standard treatment on the data of the magnetic resonance image, setting the data of the image after the gold standard treatment as a positive sample set, obtaining a negative sample based on the data of the image after the gold standard treatment, obtaining a negative sample based on the data of the image in an initial ischemic region, obtaining a negative sample set, extracting the feature vectors of the positive sample set and the negative sample set, combining the extracted feature vectors as a training dictionary, obtaining to-be-segmented voxels based on the data of the image in an initial ischemic candidate region, and judging whether to-be-segmented voxels are ischemic voxels or not according to the training dictionary. According to the technical scheme of the invention, based on the analyzing and processing method for analyzing and processing the magnetic resonance image of the acute ischemic stroke, an ischemic region can be segmented more accurately. Meanwhile, the segmentation accuracy is high and the influence of noises or artifacts is small.
Owner:SHENZHEN INST OF ADVANCED TECH

Acute ischemic stroke focus automatic segmentation method and system, terminal and medium

The invention discloses an acute ischemic stroke focus automatic segmentation method and system. The method comprises the following steps of: registering a head CT (Computed Tomography) image; removing the skull to obtain a brain parenchyma three-dimensional mask; performing ellipse fitting on the brain parenchyma three-dimensional mask through PCA feature dimension reduction to obtain median sagittal plane data; calculating left and right symmetric parameter diagrams of the brain; setting different window widths and window levels for the median sagittal plane data to obtain multi-level window width and window level image data; marking training data; training a segmentation convolutional neural network model; inputting test data into the trained segmentation model for segmentation to obtain a segmentation probability graph of the brain parenchyma, the cerebrospinal fluid and the stroke focus of the corresponding voxel and a prediction probability of whether the stroke focus exists in the corresponding two-dimensional image; and outputting different segmentation results according to different prediction probabilities. According to the method, multi-task training is carried out in combination with brain anatomy priori knowledge, the performance of the convolutional neural network in the NCCT stroke focus automatic segmentation method is improved, and the acute ischemic stroke focus can be accurately segmented.
Owner:深圳市铱硙医疗科技有限公司

Chinese medicinal preparation for treating acute ischemic stroke

The invention relates to a Chinese medicinal preparation for treating acute ischemic stroke with a good treatment effect and high safety. The Chinese medicinal preparation is prepared from the following raw materials in parts by weight: 15 parts of red paeony roots, 9 parts of szechuan lovage rhizome, 15 parts of earthworms, 20 parts of danshen roots, 30 parts of siegesbeckia herb, 30 parts of roots of kudzuvine roots, 15 parts of tree peony root bark, 15 parts of twotooth achyranthes roots, 30 parts of suberect spatholobus stems, 15 parts of ground beetles, 9 parts of peach seeds, 6 parts of leeches and 3 parts of safflowers. The Chinese medicinal preparation provided by the invention is effective in treatment of both symptoms and root causes and has the efficacies of combining warming and heat clearing, promoting the circulation of qi and blood, dispersing blood stasis, dredging collaterals, relaxing muscles and relieving muscular spasm. The Chinese medicinal preparation has a significant effect of improving the neurological impairment of a patient with the acute ischemic stroke due to qi deficiency and blood stasis without causing adverse effects on liver and kidney functions, urine and blood routine, and in addition, the Chinese medicinal preparation can be used for treating acute ischemic stroke safely.
Owner:胡万华
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