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-trialsA 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.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.Ford, I., & Norrie, J. (2016). Pragmatic trials. New England Journal of Medicine, 375(5), 454-463. https://doi.org/10.1056/NEJMra1510059
- 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.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.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.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.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
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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.
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