Data processing system for early warning of osteofascial compartment syndrome through forearm skin data

A data processing system and syndrome technology, applied in image data processing, biological neural network models, sensors, etc., can solve problems such as physical injury of patients

Inactive Publication Date: 2022-02-15
NINGBO SIXTH HOSPITAL
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

This will create a vicious circle, which will cause serious damage to the patient's body.

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  • Data processing system for early warning of osteofascial compartment syndrome through forearm skin data
  • Data processing system for early warning of osteofascial compartment syndrome through forearm skin data
  • Data processing system for early warning of osteofascial compartment syndrome through forearm skin data

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Embodiment Construction

[0033] Hereinafter, exemplary embodiments according to the present application will be described in detail with reference to the accompanying drawings. Apparently, the described embodiments are only some of the embodiments of the present application, rather than all the embodiments of the present application. It should be understood that the present application is not limited by the exemplary embodiments described here.

[0034] Scenario overview

[0035] As mentioned above, osteofascial compartment syndrome is one of the serious complications after fracture trauma, and it often occurs within 4 to 12 hours after limb fracture. Due to the increase in the content and pressure of the fascial septum, it leads to the termination of blood supply of blood vessels. , nerve trunk and muscle necrosis.

[0036] Because the syndrome is mostly secondary to injury and fracture. The early symptoms of nerve compression and ischemia in the room of osteofascial syndrome - persistent severe ...

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Abstract

The invention relates to the field of medical data processing, and particularly discloses a data processing system for early warning of osteofascial compartment syndrome through forearm skin data. A convolutional neural network model and an encoder model comprising a one-dimensional convolutional layer and a full-connection layer are adopted to carry out implicit feature extraction on a surface image, skin tension data and skin hardness data of the skin of a forearm; and the tension feature vector, the hardness feature vector and the surface feature map are fused by using a Gaussian density map and Gaussian responsiveness distribution so as to effectively unify the tension feature and the hardness feature on the basis of high-dimensional feature distribution of the surface image feature. Therefore, whether the front arm of the patient has the osteofascia space syndrome or not can be early warned in time by processing the medical data.

Description

technical field [0001] The invention relates to the field of medical data processing, and more specifically, relates to a data processing system for early warning of forearm osteofascial syndrome through forearm skin data for early warning of osteofascial compartment syndrome. Background technique [0002] Osteofascial compartment syndrome is one of the serious complications after fracture trauma. It often occurs within 4 to 12 hours after a limb fracture. Due to the increase in the content and pressure of the fascia compartment, it will lead to blood supply terminals, nerve trunks and muscles. Sexual necrosis occurs. [0003] Because the syndrome is mostly secondary to injury and fracture. The medical staff mistook persistent severe pain, the early symptom of nerve compression and ischemia in the room of osteofascial syndrome, as a general manifestation of fracture, and did not pay much attention to it, and did not deal with it in time. This will create a vicious circle, ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): A61B5/00G06K9/62G06N3/04G06N3/08G06T7/00G06V10/44G06V10/764G06V10/82
CPCA61B5/442A61B5/4538A61B5/7264A61B5/746G06T7/0012G06N3/08G06T2207/20081G06T2207/20084G06T2207/30088G06T2207/20076G06N3/047G06N3/048G06N3/045G06F18/2415G06F18/241
Inventor 洪锦炯王晓峰李杰赵刘军
Owner NINGBO SIXTH HOSPITAL
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