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Method and device for determining bone fracture risk of diabetes patient

A diabetes and patient technology, applied in biological neural network model, health index calculation, medical automatic diagnosis, etc., can solve the problem of poor prediction effect of fracture risk in diabetic patients, underestimation of fracture risk in type 2 diabetes, and inability to predict fracture risk well and other problems to achieve a good prediction effect

Inactive Publication Date: 2019-08-27
SHANGHAI YIZHI HEALTHCARE TECH CO LTD
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Problems solved by technology

However, the applicant found through a number of experiments that the FRAX method is not good at predicting the fracture risk of diabetic patients. For example, the data of bone strength indicators in patients with type 2 diabetes are usually low, while the data of bone density indicators are usually normal or relatively high. Therefore, using the FRAX method to predict the fracture risk of patients with type 2 diabetes will lead to an underestimation of the fracture risk of type 2 diabetes; therefore, for diabetic patients, the FRAX method cannot predict the fracture risk well

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  • Method and device for determining bone fracture risk of diabetes patient
  • Method and device for determining bone fracture risk of diabetes patient
  • Method and device for determining bone fracture risk of diabetes patient

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Embodiment Construction

[0031] In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings. Obviously, the described embodiments are only a part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

[0032] figure 1 It is a schematic flowchart corresponding to a method for determining the fracture risk of a diabetic patient provided by an embodiment of the present invention, and the method includes:

[0033] Step 101, acquiring sampling data of target diabetic patients.

[0034] In the embodiment of the present invention, there are many ways to acquire the sampled data of the target diabetic patient. In a possible implementation...

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Abstract

An embodiment of the invention discloses a method and a device for determining a bone fracture risk of a diabetes patient, wherein the method comprises the steps of acquiring sampling data of a targetdiabetes patient, and inputting the sampling data of the target diabetes patient into a target model for obtaining a bone fracture risk value of the target diabetes patient, wherein the sampling datacomprises at least one selected from blood sample index data and clinical index data, and the target model is obtained through training the sampling data and the bone fracture diagnosis-and-treatmentresults of multiple first diabetes patients. In the embodiment of the invention, the bone fracture risk of the target diabetes patient is analyzed through the blood sample index and / or the clinical index, and bone fracture prediction of the diabetes patient can be realized; and furthermore relatively high predicting effect for the bone fracture of the diabetes patient can be realized.

Description

technical field [0001] The invention relates to the technical field of medical data processing, in particular to a method and device for determining the fracture risk of diabetic patients. Background technique [0002] Diabetic osteoporosis refers to the symptoms of decreased bone mass per unit volume, changes in bone tissue microstructure, decreased bone strength, and increased bone fragility caused by diabetes in diabetic patients. It is one of the important complications of diabetes in the skeletal system. However, diabetic osteoporosis usually has no obvious symptoms in the early stage of the disease. When the disease symptoms appear, the patient may have already experienced severe bone pain, bone deformity, or even fractured bones, which greatly affects the life of diabetic patients. Quality has serious consequences. Therefore, predicting the fracture risk of diabetic patients is very important for preventing diabetic osteoporosis and improving the quality of life of d...

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Application Information

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IPC IPC(8): G16H50/30G16H50/20G06N3/04
CPCG16H50/30G16H50/20G06N3/048
Inventor 石磊倪浩郑永升印宏坤杨俊沈庆
Owner SHANGHAI YIZHI HEALTHCARE TECH CO LTD
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