Early acute cerebral infarction detection method and device

A detection method and detection device technology, which are applied in neural learning methods, character and pattern recognition, image data processing, etc., can solve problems such as difficult to find lesions, and achieve the effect of high efficiency and accuracy

Active Publication Date: 2020-07-24
BEIJING SHENRUI BOLIAN TECH CO LTD +1
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  • Abstract
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  • Claims
  • Application Information

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Problems solved by technology

It can clarify the location, size, and degree of cerebral edema of brain tissue necrosis (cerebral infarction), which has guiding significance for treatment, but it is difficult to find the lesion within 24 hours of onset

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  • Early acute cerebral infarction detection method and device
  • Early acute cerebral infarction detection method and device
  • Early acute cerebral infarction detection method and device

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Embodiment Construction

[0018] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0019] like figure 1 As shown, the early acute cerebral infarction detection method of the embodiment of the present invention comprises the following steps:

[0020] S1, multiple CT images of brains diagnosed with early acute cerebral infarction were acquired.

[0021] In one embodiment of the present invention, patients who are diagnosed as early acute cerebral infarction by nuclear magnetic resonance DWI sequence and whose clinical diagnosis is consistent ...

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Abstract

The invention provides an early acute cerebral infarction detection method and device. The early acute cerebral infarction detection method comprises the following steps of: acquiring a plurality of diagnosed early acute cerebral infarction brain CT images; constructing an early acute cerebral infarction detection model based on a 2.5 D segmentation network; training the early acute cerebral infarction detection model through the early acute cerebral infarction brain CT images; and inputting a to-be-detected brain CT image, performing early acute cerebral infarction probability prediction on each voxel point of the to-be-detected brain CT image through the trained early acute cerebral infarction detection model, and realizing early acute cerebral infarction detection according to a prediction result. According to the invention, early acute cerebral infarction can be automatically detected, and the method has high efficiency and accuracy.

Description

technical field [0001] The invention relates to the technical field of image processing and analysis, in particular to a method for detecting early acute cerebral infarction and a device for detecting early acute cerebral infarction. Background technique [0002] Early acute cerebral infarction refers to the necrosis of brain tissue caused by the sudden interruption of cerebral blood supply. Usually, it is mainly due to atherosclerosis and thrombosis in the arteries supplying blood to the brain, which narrows or even occludes the lumen, resulting in focal acute cerebral insufficiency; there are also abnormal objects (solid, liquid, gas) circulating along the blood. Entering the cerebral arteries or the carotid arteries supplying cerebral blood circulation, resulting in blockage of blood flow or a sudden decrease in blood flow, resulting in softening and necrosis of the brain tissue in the corresponding dominating area. Brain magnetic resonance scan can diagnose early acute ...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/73G06K9/62G06N3/04G06N3/08
CPCG06T7/0012G06T7/73G06T2207/10081G06T2207/20081G06T2207/20084G06T2207/30016G06T2207/20076G06N3/08G06N3/045G06F18/241
Inventor 韩凯梁孔明李秀丽俞益洲
Owner BEIJING SHENRUI BOLIAN TECH CO LTD
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