Surgical incision healing grade discrimination system

A level discrimination and surgical incision technology, applied in character and pattern recognition, image data processing, biological neural network models, etc., can solve the problems of inability to identify and manage surgical incisions, reduce hospitalization time, increase complexity, and improve recognition The effect of accuracy

Active Publication Date: 2021-01-29
WEST CHINA HOSPITAL SICHUAN UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Aiming at the above-mentioned deficiencies in the prior art, a surgical incision healing grade discrimination system provided by the present i

Method used

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  • Surgical incision healing grade discrimination system
  • Surgical incision healing grade discrimination system
  • Surgical incision healing grade discrimination system

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Embodiment Construction

[0035] The specific embodiments of the present invention are described below so that those skilled in the art can understand the present invention, but it should be clear that the present invention is not limited to the scope of the specific embodiments. For those of ordinary skill in the art, as long as various changes Within the spirit and scope of the present invention defined and determined by the appended claims, these changes are obvious, and all inventions and creations using the concept of the present invention are included in the protection list.

[0036] Such as figure 1 As shown, the surgical incision healing grade discrimination system includes image acquisition module, incision redness discrimination network module, incision induration discrimination network module, incision hematoma discrimination network module, incision effusion discrimination module, incision suppuration discrimination module, healing grade discrimination module, data Storage module, image cla...

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Abstract

The invention discloses a surgical incision healing grade discrimination system. The system comprises an image acquisition module, an incision redness and swelling discrimination network module, an incision induration discrimination network module, an incision hematoma discrimination network module, an incision effusion discrimination module, an incision suppuration discrimination module, a healing grade discrimination module, a data storage module, an image classification module and an incremental learning module. The system can be installed in mobile equipment of a patient, images of a surgical incision on the body of the patient are shot through the mobile equipment under the condition that no doctor or nurse operates, and five indexes of red and swollen incision, induration, hematoma,hydrops and suppuration are recognized through the system for healing the image of the surgical incision. The state of the incision of the patient is given in combination with the operation type, andthe problem that the operative incision cannot be effectively recognized and managed after the patient leaves the hospital is solved.

Description

technical field [0001] The invention relates to the field of postoperative incision management, in particular to a surgical incision healing grade discrimination system. Background technique [0002] At present, more than 10 million surgical operations are required in my country every year, and 75% of surgical patients need to manage postoperative incisions. According to the type of surgical operation and the degree of contamination of the incision, surgical incisions are divided into clean incisions (type I incisions), possibly contaminated incisions (type II incisions) and contaminated incisions (type III incisions); Divided into grade A healing, grade B healing and grade C healing. At present, postoperative incision management relies on the artificial judgment and control of nurses and doctors when patients are hospitalized, which is inefficient and easily affected by the personal experience of doctors and nurses; surgeons and nursing staff lack direct observation of the...

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Application Information

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IPC IPC(8): G16H50/30A61B5/00G06K9/62G06N3/04G06N3/08G06T7/00
CPCG16H50/30G06T7/0012G06N3/08A61B5/4848G06T2207/30004G06N3/045G06F18/24
Inventor 李玲利甘芳吉刘春娟何月杨毅赵春林张梦菲贺婷婷王晶
Owner WEST CHINA HOSPITAL SICHUAN UNIV
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