Characteristics and Rehabilitation Training Effects of Shoulder Joint Dysfunction in Volleyball Players under the Background of Artificial Intelligence

Abstract

With the development of volleyball technology, the frequent competition, the fierce competition, and the increase of sports load, the requirements for the athletes’ own body, intelligence, combat, heart, and skills are getting higher and higher. Volleyball is one of the most popular sports in the world. It attracts people all over the world with its strong team appeal and its own unique charm. This study mainly discusses the characteristics of shoulder joint dysfunction in volleyball players and the effect of rehabilitation training under the background of artificial intelligence. By sorting out the development process of artificial intelligence technology, it can be analyzed that artificial intelligence technology already has a certain knowledge reserve, can make corresponding mechanized feedback, and can make correct judgments based on experience in more complex situations. This study compared volleyball athletes with handicap and barrier-free shoulder joints and observed the characteristics of shoulder pain, stability, and flexibility caused by subacromial impingement syndrome. It also looked at whether subacromial impingement syndrome athletes differ in volleyball spiking sequence and mobilization and recruitment of muscle power during swing spikes compared to athletes with normal shoulder function in the full kinetic chain. According to the volleyball intelligent competition platform, the implementation and application of ideas such as data collection, result feedback, adjustment of training plan, implementation of training plan, and real-time monitoring are regularly monitored. On the one hand, through timely assessment and detection of shoulder function of volleyball players, functional training is carried out for weaknesses to prevent injury; on the other hand, after a mild injury occurs, timely targeted training should be taken to find and correct wrong actions, and strengthen the weak part of muscle strength, so as to reduce the probability of repeated injury and improve sports performance and athletic ability. In the new system, after collecting and sorting, testers can directly upload to the web page in the form of Excel for automatic filling, grasp the test information of athletes in time, generate automatic warning, and save time. The monitoring content determined by this study mainly includes three index systems, including load, training preparation performance, and recovery. According to the self-provided evaluation system of relevant test equipment and the experience of expert coaches, the evaluation standards for each index are formulated. There was a statistically significant difference in the scores between the rehabilitation group and the pre-rehabilitation group during the study ( P < 0.05 ). This study attempts to find the characteristics and rules of FMS scores of women’s volleyball players of different levels, so as to provide more targeted physical training for volleyball players, promote the all-round development of physical fitness, and avoid the risk of sports injuries. This study provides more effective and comprehensive recommendations for the prevention and recovery of shoulder injuries in volleyball players. This study provides more effective and comprehensive recommendations for the prevention and recovery of shoulder injuries in volleyball players. The results of the study can provide reference for the scientific training and rehabilitation of volleyball players and make suggestions for the treatment and prevention of subacromial impingement syndrome.

Artificial intelligence and rehabilitation: what’s new and promising

“…In addition, while the use of technology in the form of games is cited to have the advantage of increasing a patient's interest in exercise training, and program adherence, 16 thus hastening recovery in the face of an injury, will this approach work as well within the rehabilitation needs of many older adults as it does for younger adults or adolescents? Even if 'games' or other similar remotely delivered directives are beneficial because they encompass the ability to provide for timely results feedback, and may be deemed recreational or entertaining, rather than therapeutic, can those who are recovering from a stroke, surgery, trauma, or are in pain, or have visual impairments and others ably make adjustments to their training plan if unsupported by a knowledgeable provider as proposed by Tang et al, 17 At the same time, even if targeted training with monitoring could help to both detect as well as foster correct rather than unsafe actions, while helping to selectively strengthen those components of muscle that are especially weak, hence further reducing the probability of any repeated injury, is this practical in all cases, for example in the context of hip fracture recovery in the frail elder.…”

A self-powered intelligent integrated sensing system for sports skill monitoring

“…Therefore, it is highly important to monitor sports skills during spontaneous physical exercise. Real-time monitoring and analysis of sports skills can effectively identify incorrect actions and provide feedback [13,14]. The use of electronic devices for monitoring sports skills has made it possible to meet people's requirements for the accuracy and safety of spontaneous physical exercise.…”

Retracted: Characteristics and Rehabilitation Training Effects of Shoulder Joint Dysfunction in Volleyball Players under the Background of Artificial Intelligence

“…This article has been retracted by Hindawi following an investigation undertaken by the publisher [ 1 ]. This investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process: Discrepancies in scope Discrepancies in the description of the research reported Discrepancies between the availability of data and the research described Inappropriate citations Incoherent, meaningless and/or irrelevant content included in the article Peer-review manipulation …”

“…Tis article has been retracted by Hindawi following an investigation undertaken by the publisher [1]. Tis investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process:…”