In addition to biotechnology-related fields—such as cancer treatment, molecular and cellular research, and medical breakthroughs—our intelligent gait analyzer care platform is one of the four themes within the Asia University Generative AI domain.
The gait analyzer developed by our research team was presented at the Asia Biotech Conference as follows:
The gait analyzer can evaluate the physical strength of hemodialysis patients before and after dialysis after to assist in clinical decision-making in nephrology. With technological advancements, an increasing number of medical applications have entered the spotlight. A gait analyzer is a device capable of detecting biomechanical data during human walking, with a wide range of applications including athletic performance analysis, rehabilitation therapy, and fall prevention for the elderly. In recent years, scholars have begun to focus on the potential application of gait analyzers in assessing the physical strength of hemodialysis patients.
Hemodialysis patients, especially those receiving long-term hemodialysis treatment, often experience a significant impact on their physical strength. Because the dialysis process can trigger adverse reactions such as hypotension and arrhythmia, the physical condition of these patients directly affects the safety of the treatment. However, current clinical methods for assessing the physical strength of hemodialysis patients are limited, relying mostly on subjective patient descriptions and the empirical judgment of physicians, making precise assessment difficult.
Therefore, this study aims to explore the application of the gait analyzer in evaluating the physical strength of hemodialysis patients before and after dialysis. By collecting gait data from patients before and after dialysis, analyzing their gait health values and historical data, and comparing them with hemodialysis-related indicators such as blood pressure and heart rate, the study explores the feasibility and accuracy of using the gait analyzer in assessing the physical condition of hemodialysis patients.
Research results indicate significant differences in the gait health values of patients before and after dialysis, showing a certain correlation with hemodialysis-related indicators. This suggests that the gait analyzer helps in providing a more precise assessment of the physical strength of hemodialysis patients and can serve as a reference for clinical decision-making in nephrology.
Furthermore, this study found that through long-term gait analysis of hemodialysis patients, we can more accurately understand the trends in their physical strength changes, allowing for targeted adjustments to treatment plans. For example, for patients with poorer physical strength, dialysis time can be appropriately reduced or the dialysate flow rate lowered to reduce the risk of adverse reactions during the process; for patients with better physical strength, treatment can proceed normally or even attempt more efficient dialysis methods. During this process, physicians can perform dynamic assessments and adjustments based on the patient's gait health value, making treatment more personalized and precise.
Beyond treatment adjustments, the application of the gait analyzer in assessing physical strength can also prompt medical teams to focus on the exercise rehabilitation of patients. Exercise rehabilitation is of great significance in improving the quality of life and treatment outcomes for hemodialysis patients; however, many difficulties still exist in clinical practice. Through the application of the gait analyzer, medical teams can more objectively evaluate a patient's mobility and rehabilitation needs, thereby formulating appropriate exercise rehabilitation plans to improve patient compliance and therapeutic effects.
In summary, the gait analyzer holds significant application value in evaluating the physical strength of hemodialysis patients before and after dialysis. By precisely assessing physical strength, it can assist physicians in making more rational clinical decisions, enhancing the safety and effectiveness of treatment. Simultaneously, the application of the gait analyzer helps promote exercise rehabilitation for hemodialysis patients, improving their quality of life. In the future, with continuous technological development and deeper clinical research, we believe that the application of gait analyzers in the physical assessment and treatment of hemodialysis patients will become increasingly mature, becoming an important auxiliary tool for nephrology medical teams.
However, to fully realize the potential of the gait analyzer in physical strength assessment, several challenges must be overcome. First, current gait analyzer equipment on the market is not yet perfected, often carries a high price tag, and is complex to operate, which to some extent limits its popularization in general hospitals. Therefore, researchers need to continue efforts to develop more economical, practical, and easy-to-operate gait analyzers to facilitate clinical application.
Secondly, applying the gait analyzer to the physical assessment of hemodialysis patients requires strengthened clinical research to determine more accurate assessment indicators and methods. Additionally, how to integrate the gait analyzer with other medical devices and data systems for a comprehensive assessment of patient status is an issue that requires research and resolution.
Finally, when using the gait analyzer to assess physical strength, medical teams must fully consider individual differences among patients to avoid allowing a blind pursuit of assessment results to affect the rationality of clinical decisions. At the same time, training and guidance for medical staff should be strengthened so they can better master the operation and application techniques of the gait analyzer, improving its effectiveness in physical strength assessment.
In conclusion, the gait analyzer possesses important application value in evaluating the physical strength of hemodialysis patients before and after dialysis. With continuous technical progress and in-depth clinical research, we believe the gait analyzer will play an increasingly larger role in nephrology clinical decision-making, bringing more personalized and precise treatment plans to hemodialysis patients and improving treatment safety and efficacy. We also look forward to more researchers and medical teams actively participating in the research and practice of this field to jointly refine the application of gait analyzers in assessing the physical strength of hemodialysis patients, contributing further to the improvement of their quality of life and treatment outcomes.