Auxiliary system and method applied to joint rehabilitation, and storage medium

An auxiliary system and joint technology, applied in application, medical science, diagnosis, etc., can solve the problems that patients cannot standardize joint rehabilitation training, achieve the effect of improving and medical technology, improving medical compliance, and summarizing clinical curative effect

Active Publication Date: 2020-08-04
XIANGYA HOSPITAL CENT SOUTH UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The present invention provides an auxiliary system, method and storage medium applied to joint rehabilitation to solve the problem in the prior art that patients cannot perform joint rehabilitation training in a standardized manner after being discharged from the hospital

Method used

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  • Auxiliary system and method applied to joint rehabilitation, and storage medium
  • Auxiliary system and method applied to joint rehabilitation, and storage medium
  • Auxiliary system and method applied to joint rehabilitation, and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0066] This embodiment provides an auxiliary method applied to joint rehabilitation, such as figure 1 shown, including:

[0067] Acquire patient joint images and perform preprocessing;

[0068] Taking the preprocessed patient's joint image as input, the first predicted joint angle and three predicted joint key points are obtained through the prediction of the joint rehabilitation evaluation model, and the three predicted joint key points include the predicted joint axis point and the predicted joint distal end point . Predicting the proximal end point of the joint, wherein the joint rehabilitation evaluation model is obtained by pre-training based on the collected joint image set;

[0069] The second predicted joint angle is calculated based on the three predicted joint key points, and the first predicted joint angle and the second predicted joint angle are averaged to obtain a final joint angle evaluation value of the patient. Wherein, the first predicted joint angle is cal...

Embodiment 2

[0106] This embodiment provides an auxiliary system applied to joint rehabilitation, such as figure 2 shown, including:

[0107] Joint image acquisition module 1, used to acquire patient joint images and perform preprocessing;

[0108] The joint angle prediction module 2 is used to obtain the first predicted joint angle and three predicted joint key points through the prediction of the joint rehabilitation evaluation model based on the preprocessed patient's joint image, and the three predicted joint key points include the predicted joint axis point . Predicting the distal end point of the joint, predicting the proximal end point of the joint, wherein the joint rehabilitation evaluation model is obtained by training based on the collected joint image set in advance;

[0109] The angle synthesizer 3 is configured to calculate the second predicted joint angle based on the three predicted joint key points, and average the first predicted joint angle and the second predicted joi...

Embodiment 3

[0133] This embodiment provides a computer-readable storage medium, the storage medium includes stored program instructions, and the program instructions are suitable for being loaded by a processor and executing the evaluation method for joint rehabilitation as described in Embodiment 1.

[0134] Those skilled in the art should understand that the embodiments of the present application may be provided as methods, systems, or computer program products. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) having computer-usable program code embodied therein.

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Abstract

The invention discloses an auxiliary system and method applied to joint rehabilitation, and a storage medium, and the system comprises a joint image obtaining module which is used for obtaining a joint image of a patient and carrying out the preprocessing of the joint image; a joint angle prediction module which is used for predicting a first predicted joint angle and three predicted joint key points through a joint rehabilitation evaluation model based on the preprocessed patient joint image; and an angle synthesizer which is used for calculating to obtain a second predicted joint angle basedon the three predicted joint key points, and averaging the first predicted joint angle and the second predicted joint angle to obtain a final joint angle evaluation value. Only the joint image of thepatient needs to be acquired; therefore, the joint rehabilitation evaluation model can be utilized to calculate and predict the angle of the joint, so that the activity of the joint is directly sentto an operator or a rehabilitative apparatus, the tedious steps of manual measurement and joint rehabilitation angle calculation are omitted, the medical compliance of a patient is improved, and the operator or the rehabilitative apparatus can know the rehabilitation situation of the patient at the first time.

Description

technical field [0001] The invention relates to the technical field of medical equipment, in particular to an auxiliary system, method and storage medium applied to joint rehabilitation. Background technique [0002] At present, many patients with elbow fractures undergo conservative treatment with internal fixation or plaster fixation. Because the limbs are immobilized for a long time, it is easy to cause muscle atrophy, intra-articular adhesion or ligament contracture. Early reasonable functional exercise can promote blood circulation in the affected limb, reduce muscle atrophy, prevent joint stiffness, and promote fracture healing. Its clinical value has been recognized. my country's rehabilitation medical system consists of rehabilitation departments in tertiary hospitals, rehabilitation departments in secondary hospitals (specialized rehabilitation hospitals), community rehabilitation centers (outpatient clinics) or home rehabilitation. The rehabilitation department o...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): A61B5/11A61B5/22A61B5/00
CPCA61B5/1121A61B5/1128A61B5/7267A61B5/22
Inventor 成亮熊运生朱勇林涨源
Owner XIANGYA HOSPITAL CENT SOUTH UNIV
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