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Athletic ability assessment method and system for chronic kidney disease patient

A technology for exercise ability and chronic kidney disease, which is applied in the fields of instruments, diagnostic recording/measurement, diagnostic signal processing, etc., can solve the problem of poor exercise effect, low accuracy of exercise ability evaluation methods, and lack of targeted scientific guidance for daily exercise. and other problems to achieve the effect of accurate collection

Pending Publication Date: 2022-03-29
NANTONG UNIVERSITY
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] This application provides a method and system for evaluating the exercise capacity of patients with chronic kidney disease, which solves the problem that the accuracy of the evaluation method for exercise capacity of patients with chronic kidney disease is not high, and the daily exercise of patients lacks targeted scientific guidance, which leads to poor exercise effects Technical problems, to achieve accurate collection of exercise data of patients with chronic kidney disease, scientific and reliable evaluation of exercise capacity of target patients with chronic kidney disease, thereby improving the technical effect of exercise efficiency of target patients

Method used

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  • Athletic ability assessment method and system for chronic kidney disease patient
  • Athletic ability assessment method and system for chronic kidney disease patient
  • Athletic ability assessment method and system for chronic kidney disease patient

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Embodiment 1

[0028] Such as figure 1 As shown, the application provides a method for evaluating exercise capacity of patients with chronic kidney disease, wherein the method includes:

[0029] S100: Perform a first sport test on the first user based on the sport test index set, and obtain a first standard data set;

[0030] Specifically, the set of exercise test indicators includes a plurality of exercise test indicators including but not limited to exercise duration, exercise intensity, or other related test indicators, which are further refined according to the sports items. For example, for example, the corresponding The corresponding indicators of the set of exercise indicators include but are not limited to running time, running distance, real-time running speed data, and should also include the first user's heart rate, blood pressure or other body movement data during exercise. The first user does not specifically refer to a certain user, but may be multiple patients with chronic ki...

Embodiment 2

[0086] Based on the same inventive concept as the method for assessing the exercise capacity of a patient with chronic kidney disease in the foregoing embodiment, such as Figure 5 As shown, the application provides a system for evaluating the exercise capacity of patients with chronic kidney disease, wherein the system includes:

[0087] The first obtaining unit 11, the first obtaining unit 11 is used to perform a first sports event test on the first user based on the sports test index set, and obtain the first standard data set;

[0088] The second obtaining unit 12, the second obtaining unit 12 is used to obtain the first user's health information, train the long-short-term memory network model based on the first standard data set and the first user's health information, and construct the first target movement Capacity assessment model;

[0089] A third obtaining unit 13, the third obtaining unit 13 is configured to conduct a second sports event test on the first user base...

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Abstract

The invention discloses an athletic ability assessment method and system for a chronic kidney disease patient, and the method comprises the steps: obtaining a first standard data set; obtaining first user health information, and constructing a first target exercise ability evaluation model; performing a second exercise item test on the first user based on the exercise test index set to obtain a second standard data set; constructing a second target motion ability evaluation model; obtaining a first model parameter and a second model parameter; obtaining a third target motion ability evaluation model; and obtaining an athletic ability evaluation result. The technical problem that the exercise effect is poor due to the fact that the exercise ability assessment method for the chronic kidney disease patient is not high in accuracy and the daily exercise of the patient lacks targeted scientific guidance is solved, the purposes of accurately collecting the exercise data of the chronic kidney disease patient and scientifically and reliably assessing the exercise ability of the target chronic kidney disease patient are achieved, and the exercise effect is improved. Therefore, the movement efficiency of the target patient is improved.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to a method and system for evaluating exercise capacity of patients with chronic kidney disease. Background technique [0002] Patients with chronic kidney disease are not allowed to do strenuous exercise. Kidney disease is a chronic disease that requires more rest and light physical activity. However, it is often difficult to determine the exercise program for patients with chronic kidney disease. Reasonable exercise programs and reasonable exercise The program optimization method can play a good role in exercising and improving personal physique and immunity. However, excessive exercise or unreasonable exercise will lead to the onset of chronic kidney disease patients. Due to long-term use of hormones and immunosuppressants There are differences in drug and patient physique, and the impacts are different, and the immune system may be impaired. Therefore, the exerci...

Claims

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Application Information

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IPC IPC(8): G16H50/30G06N3/04G06K9/62G06F16/23A61B5/11A61B5/0205A61B5/00
CPCG16H50/30G06F16/23A61B5/11A61B5/1118A61B5/0205A61B5/72G06F30/27G06N3/044G06F18/214Y02A90/10
Inventor 宋艳庄妍陆彩霞
Owner NANTONG UNIVERSITY
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