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Aneurysm rupture risk assessment method and system

A technology of risk assessment and risk assessment model, which is applied in the field of aneurysm rupture risk assessment methods and systems, can solve problems such as time-consuming and lack of objective support, and achieve the effect of shortening time-consuming and reducing the participation of human factors

Pending Publication Date: 2019-12-03
UNION STRONG (BEIJING) TECH CO LTD
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Problems solved by technology

[0005] The embodiment of this specification provides a method and system for assessing the risk of aneurysm rupture, which is used to solve the following technical problems: in the prior art, the observer uses three-dimensional DSA (Digital subtraction angiography, digital subtraction angiography) contrast images or MRA (Magnetic Resonance Angiography (Magnetic Resonance Angiography) images to observe the shape of aneurysms, combined with the condition of the observed person, to assess the risk of aneurysm rupture, this method often relies on the experience of the observer, is affected by subjective judgment, lacks objective support, and takes a long time

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  • Aneurysm rupture risk assessment method and system
  • Aneurysm rupture risk assessment method and system
  • Aneurysm rupture risk assessment method and system

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Embodiment Construction

[0044] The morphological parameters of intracranial aneurysms are of great significance for the diagnosis of intracranial aneurysms. The morphological parameters of intracranial aneurysms can be obtained through medical imaging, including but not limited to DSA and MRA.

[0045] The basic principle of DSA is to digitally input two frames of X-ray images taken before and after the injection of contrast agent into the image computer, and obtain a clear pure vascular image through the process of subtraction, enhancement and re-imaging, and at the same time display the vascular shadow in real time. DSA has the advantages of high contrast resolution, short examination time, less contrast medium consumption, low concentration, significantly reduced X-ray absorption of patients, and film saving. It is of great significance in the clinical diagnosis of vascular diseases. DSA has become the gold standard for the diagnosis of intracranial arterial vascular malformations and aneurysms due...

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Abstract

The embodiment of the invention discloses an aneurysm rupture risk assessment method and system, and the method comprises the steps: obtaining to-be-processed data which comprises first data and / or second data; inputting the to-be-processed data into an aneurysm risk assessment model to obtain an aneurysm risk assessment result of the to-be-processed data, wherein the aneurysm risk assessment model is a model obtained in advance based on machine learning, and the aneurysm rupture risk assessment result comprises an aneurysm rupture probability and / or an important characteristic factor; and outputting an aneurysm risk assessment result of the to-be-processed data. According to the arterial aneurysm rupture risk assessment method and system, the participation of human factors can be eliminated or reduced, the consumed time is shortened, the arterial aneurysm rupture risk assessment can be simply and rapidly carried out, and the objective support is provided for arterial aneurysm rupturerisk assessment.

Description

technical field [0001] This specification relates to the field of medical imaging and computer technology, in particular to a method and system for assessing the risk of aneurysm rupture. Background technique [0002] Intracranial aneurysms are mostly abnormal bulges that occur on the walls of intracranial arteries. According to reports, the prevalence of unruptured intracranial aneurysms in Chinese adults can be as high as 7%. After rupture, subarachnoid hemorrhage can occur. cause severe disability or death. The treatment of ruptured intracranial aneurysms is mainly to clear the intracranial hematoma and prevent blood from continuing to flow into the brain; unruptured intracranial aneurysms need to formulate individualized management plans based on the results of aneurysm rupture risk assessment and the condition of the patient under observation. Observation or surgical intervention. Therefore, the risk assessment of aneurysm rupture is of great significance. [0003] C...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/20G06T7/00G06K9/62
CPCG16H50/20G06T7/0012G06T2207/10088G06T2207/30096G06T2207/30101G06F18/214G06F18/24323
Inventor 马泽宋凌印胤杨光明秦岚
Owner UNION STRONG (BEIJING) TECH CO LTD
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