Health Technology/clinical-trials

Real-World Validation Study Opens: Tai Chi Intervention for Mild Cognitive Impairment — External Validation of ML Prediction Model

247 Health News Editorial

·

11 June 2026

·

3 min read

·clinical-trials

A new observational study will validate machine learning models for predicting optimal Tai Chi intervention benefits in elderly patients with mild cognitive impairment. The real-world validation study aims to translate controlled trial findings into community practice.

Originally reported by ClinicalTrials.gov

References

  1. 1.Chen, L. (2024). Real-World External Validation Study on Beneficiary Population Characteristics and Individualized Dose Prescription for Cognitive Improvement of Tai Chi Intervention in Elderly Patients With Mild Cognitive Impairment. ClinicalTrials.gov. NCT07608510. https://clinicaltrials.gov/study/NCT07608510
  2. 2.Ford, I., & Norrie, J. (2016). Pragmatic trials. New England Journal of Medicine, 375(5), 454-463. https://doi.org/10.1056/NEJMra1510059
  3. 3.Nasreddine, Z. S., Phillips, N. A., Bédirian, V., Charbonneau, S., Whitehead, V., Collin, I., Cummings, J. L., & Chertkow, H. (2005). The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment. Journal of the American Geriatrics Society, 53(4), 695-699. https://doi.org/10.1111/j.1532-5415.2005.53221.x
  4. 4.Petersen, R. C., Lopez, O., Armstrong, M. J., Getchius, T. S., Ganguli, M., Gloss, D., Gronseth, G. S., Marson, D., Pringsheim, T., Day, G. S., Sager, M., Stevens, J., & Rae-Grant, A. (2018). Practice guideline update summary: Mild cognitive impairment. Neurology, 90(3), 126-135. https://doi.org/10.1212/WNL.0000000000004826
  5. 5.Sherman, K. J., Cherkin, D. C., Wellman, R. D., Cook, A. J., Hawkes, R. J., Delaney, K., & Deyo, R. A. (2011). A randomized trial comparing yoga, stretching, and a self-care book for chronic low back pain. Archives of Internal Medicine, 171(22), 2019-2026. https://doi.org/10.1001/archinternmed.2011.524
  6. 6.Wayne, P. M., Walsh, J. N., Taylor‐Piliae, R. E., Wells, R. E., Papp, K. V., Donovan, N. J., & Yeh, G. Y. (2014). Effect of tai chi on cognitive performance in older adults: systematic review and meta‐analysis. Journal of the American Geriatrics Society, 62(1), 25-39. https://doi.org/10.1111/jgs.12611
  7. 7.Zheng, W., Xiang, Y. Q., Ungvari, G. S., Chiu, H. F., Ning, Y. P., Yu, X., Correll, C. U., & Xiang, Y. T. (2017). Tai chi for mild cognitive impairment: a systematic review. Psychogeriatrics, 17(6), 514-516. https://doi.org/10.1111/psyg.12205
Share:XLinkedIn
2

247 Health News Editorial

247 Health News is a medical intelligence platform delivering evidence-based research appraisals, clinical trial monitoring, and health technology news for healthcare professionals.

This content is for educational purposes for healthcare professionals only and does not constitute clinical advice. Clinical decisions should be based on individual patient assessment, current guidelines, and appropriate specialist consultation. Editorial Standards · Privacy Policy · Terms of Service